Imagic: AI Image Editing from Text Commands

Machine Learning Tech Brief By HackerNoon

Machine Learning Tech Brief By HackerNoon

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محتوای ارائه شده توسط HackerNoon. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط HackerNoon یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Unseen Upside: Investments Beyond Their Returns

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S6:E1 AI & Education: Investing in the Future of Learning 40:43

24 روز پیش40:43

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40:43

Discover how AI is breaking down barriers to education and tailoring learning experiences for students everywhere. From Duolingo’s global reach to the innovative use of AI in real classrooms at Miss Porter’s School in Connecticut, this episode explores how technology is expanding access, enhancing engagement, and equipping the next generation with essential skills—while ensuring integrity and safety remain at the forefront. Guests include: Luis von Ahn , CEO and Co-Founder of Duolingo Henry Ellenbogen , Chief Investment Officer at Durable Capital Partners Maureen Lamb , Latin teacher and the Language Department Chair at Miss Porter's School Dean Dimizas , Partner and Managing Director at Cambridge Associates Unseen Upside: Investments Beyond Their Returns is developed in partnership with PRX , an award-winning podcast media company. Cambridge Associates is a global investment firm that works with endowments, foundations, healthcare systems, pension plans, and private clients to implement and manage custom investment portfolios that aim to generate outperformance and maximize their impact on the world. Cambridge Associates delivers a range of portfolio management services, including outsourced CIO, non-discretionary portfolio management, staff extension, and asset class mandates.…

۲ سال پیش 1:37

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This story was originally published on HackerNoon at: https://hackernoon.com/imagic-ai-image-editing-from-text-commands.
This week’s paper may just be your next favorite model to date.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #machine-learning, #artificial-intelligence, #hackernoon-top-story, #youtubers, #computer-vision, #youtube-transcripts, #ai-top-story, #technology, #web-monetization, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-vi, #hackernoon-fr, #hackernoon-pt, #hackernoon-ja, and more.
This story was written by: @whatsai. Learn more about this writer by checking @whatsai's about page, and for more stories, please visit hackernoon.com.
Imagic takes such a diffusion-based model able to take text and generate images out of it and adapts the model to edit the images. You can generate an image and then teach the model to edit it any way you want. Imagic: Text-Based Real Image Editing with Diffusion Models. ArXiv preprint arXiv: 2210.09276. Use it with Stable Diffusion: https://://://www.louisbouchard.ai/imagic/

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Machine Learning Tech Brief By HackerNoon

Imagic: AI Image Editing from Text Commands

Machine Learning Tech Brief By HackerNoon

published ۲ سال پیش

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423 قسمت

#News #Tech News #HackerNoon #Machine Learning #Machine Learning Stories #Ml Professionals #OpenAI

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Machine Learning Tech Brief By HackerNoon

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DiverGen Proves AI Models Learn Better with Variety 12:02

۵ hours پیش12:02

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This story was originally published on HackerNoon at: https://hackernoon.com/divergen-proves-ai-models-learn-better-with-variety . DiverGen uses accurate SAM-based annotation methods, generative models, and a variety of prompts to improve AI segmentation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #diffusion-models , #instance-segmentation , #data-diversity , #long-tail-recognition , #data-scaling , #deepfloyd-if , #divergen-implementation , #generative-data-augmentation , and more. This story was written by: @instancing . Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com . This section describes DiverGen's comprehensive implementation and visualization techniques. To verify generative diversity, the authors use UMAP visualization and CLIP-based data distribution analysis. While ChatGPT-generated prompts increase textual variety and visual richness, they also improve generative model diversity through the use of Stable Diffusion and DeepFloyd-IF. Compared to previous methods like max CLIP or SAM-foreground, the suggested SAM-background (SAM-bg) annotation method generates more precise and comprehensive masks.…

Machine Learning Tech Brief By HackerNoon

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How Generative Data Expands AI’s Understanding of the Real World 10:35

1 day پیش10:35

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This story was originally published on HackerNoon at: https://hackernoon.com/how-generative-data-expands-ais-understanding-of-the-real-world . DiverGen reduces distribution bias in instance segmentation by diversifying generative data among models, prompts, and categories. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #diffusion-models , #instance-segmentation , #data-diversity , #long-tail-recognition , #data-scaling , #computer-vision-pipeline , #clip-inter-similarity , #generative-data-augmentation , and more. This story was written by: @instancing . Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com . By introducing Generative Data Diversity Enhancement (GDDE) and conducting a thorough examination of data distribution inconsistencies, DiverGen promotes generative data augmentation for example segmentation. DiverGen recognizes that a lack of real data biases model learning and extends the learnable distribution using three complementary diversity axes: generative model diversity (combining Stable Diffusion and DeepFloyd-IF outputs), prompt diversity (using ChatGPT-generated descriptions), and category diversity (adding ImageNet-based categories).…

Machine Learning Tech Brief By HackerNoon

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Data Diversity Matters More Than Data Quantity in AI 5:36

1 day پیش5:36

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This story was originally published on HackerNoon at: https://hackernoon.com/data-diversity-matters-more-than-data-quantity-in-ai . DiverGen demonstrates that superior instance segmentation performance is driven by data diversity rather than quantity. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #diffusion-models , #instance-segmentation , #data-diversity , #long-tail-recognition , #data-scaling , #x-paste-comparison , #model-performance-analysis , #generative-data-augmentation , and more. This story was written by: @instancing . Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com . In order to verify the effect of generating data variety in instance segmentation, this part tests DiverGen on the LVIS dataset. Experiments show that improving data diversity—through category, prompt, and model variation—drives sustained accuracy improvements, but increasing data quantity alone eventually plateaus or lowers performance.…

Machine Learning Tech Brief By HackerNoon

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The Llama 2-IVLMap Combination Delivering Smarter Robot Control 5:08

۲ روز پیش5:08

5:08

This story was originally published on HackerNoon at: https://hackernoon.com/the-llama-2-ivlmap-combination-delivering-smarter-robot-control . By creating instance-aware semantic maps, IVLMap makes it possible for robots to precisely follow navigation instructions in plain language. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #zero-shot-navigation , #visual-language-map , #robot-navigation , #llama-2 , #semantic-map-construction , #ivlmap , #instance-aware-ai , #multimodal-navigation-systems , and more. This story was written by: @instancing . Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com . The Instance-aware Visual Language Map (IVLMap) framework for natural language-based robot navigation is implemented in this part. By creating a semantic map that encodes instance-level and attribute-level data, IVLMap enables robots to recognize spatial relationships and differentiate between several similar items (such as the "third black chair"). In order to read linguistic commands, break them down into structured subgoals, and produce executable robot navigation code, the suggested system incorporates Large Language Models (LLMs), such as ChatGPT and Llama 2.…

Machine Learning Tech Brief By HackerNoon

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Can ChatGPT Outperform the Market? Week 15 9:23

۲ روز پیش9:23

9:23

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-15 . Survives Friday's selloff... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #can-chatgpt-outperform-market , #ai-stock-portfolio , #ai-outperform-the-market , #ai-outperforms-the-market , #chatgpt-outperform-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . Survives Friday's selloff...…

Machine Learning Tech Brief By HackerNoon

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Here's Why You Need to Build Structured Authority Before You Disappear 4:09

۳ روز پیش4:09

4:09

This story was originally published on HackerNoon at: https://hackernoon.com/heres-why-you-need-to-build-structured-authority-before-you-disappear . Generative AI is reshaping content economics, driving traffic decline for publishers. Success now relies on building trust and authority. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #content-strategy , #digital-transformation , #business-leadership , #future-of-work , #content-marketing , #social-media-marketing , #hackernoon-top-story , and more. This story was written by: @hacker68060072 . Learn more about this writer by checking @hacker68060072's about page, and for more stories, please visit hackernoon.com . Generative AI has changed content economics. Zero-click answers now dominate search engines, causing traffic to decline for traditional publishers. Instead of competing for pageviews, publishers are opting for licensing deals, while platforms like Reddit thrive due to structured, community-driven content. To succeed in this new landscape, businesses must build trust, create content that is AI-friendly, and focus on authority and distribution rather than clicks.…

Machine Learning Tech Brief By HackerNoon

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Everyone is Missing GPT-4o: Why People Prefer it to GPT-5 4:28

۳ روز پیش4:28

4:28

This story was originally published on HackerNoon at: https://hackernoon.com/everyone-is-missing-gpt-4o-why-people-prefer-it-to-gpt-5 . GPT-5's launch revealed reliability issues, slowing productivity and frustrating users. The key lesson: design systems resilient to model volatility. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-strategy , #system-design , #chatgpt , #openai , #gpt-4o , #gpt-5 , #gpt-4o-vs-gpt-5 , and more. This story was written by: @hacker68060072 . Learn more about this writer by checking @hacker68060072's about page, and for more stories, please visit hackernoon.com . TL;DR. GPT-5 promised fewer hallucinations, a thinking mode, and adaptive routing. Launch issues made it slower than GPT-4o, models were removed without warning, and developer tooling regressed, with coding tasks taking 4 to 7 times longer. Teams missed GPT-4o because it felt faster, warmer, and more reliable. The takeaway is not to cling to GPT-4o. Build resilience. Use abstraction layers, multi-model fallbacks, and rollback plans so your systems survive provider volatility.…

Machine Learning Tech Brief By HackerNoon

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GenAI Incident Severity Matrix: Custom Scoring Model for Cybersecurity Response 6:52

۴ روز پیش6:52

6:52

This story was originally published on HackerNoon at: https://hackernoon.com/genai-incident-severity-matrix-custom-scoring-model-for-cybersecurity-response . GenAI is integral part of modern tech stack and responding to GenAI infrastructure requires a new approach Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #cyber-security , #information-security , #generative-ai , #incident-management , #incident-response , #security-operation-center , #genai-severity-matrix , and more. This story was written by: @kpr . Learn more about this writer by checking @kpr's about page, and for more stories, please visit hackernoon.com . Incident Response (IR) is an organized process an organization follows to recover from a security incident. Incident Management (IM) aims to handle these incidents effectively. GenAI applications have created new security risks, which require information security teams to extend their protection responsibilities to these systems.…

Machine Learning Tech Brief By HackerNoon

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Ablation: The Role of Fused Labels and Teacher EMA in Instance-Incremental Learning 6:57

۵ روز پیش6:57

6:57

This story was originally published on HackerNoon at: https://hackernoon.com/ablation-the-role-of-fused-labels-and-teacher-ema-in-instance-incremental-learning . This ablation study on Cifar-100 validates the three core components of the proposed IIL method. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #cifar-100 , #instance-incremental-learning , #dbd , #knowledge-consolidation , #fused-labels , #dusting-input-space , #model-ema-frequency , and more. This story was written by: @instancing . Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com . The proposed method mainly consists of three components: DBD with fused label (FL), DBD. with dusting the input space ( DIS), and knowledge consolidation (KC) The ablation study on these three components is shown in Fig. 5. It can be seen that all components contributes to the continual knowledge accumulation with new data.…

Machine Learning Tech Brief By HackerNoon

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Stop Automating Work, Start Training Evolution 3:51

۵ روز پیش3:51

3:51

This story was originally published on HackerNoon at: https://hackernoon.com/stop-automating-work-start-training-evolution . We have built systems that run like clockwork. And maybe that is the problem. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #hrtech , #ai-systems , #ethical-ai-systems , #increasing-productivity , #life-hacking , #ai-evolution , #evolution-of-technology , and more. This story was written by: @Dandilion Civilization . Learn more about this writer by checking @Dandilion Civilization's about page, and for more stories, please visit hackernoon.com . We have built systems that run like clockwork. And maybe that is the problem.…

Machine Learning Tech Brief By HackerNoon

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Dwaraka Nath Kummari Champions Machine Learning to Reinvent Industrial Compliance 7:00

۶ روز پیش7:00

7:00

This story was originally published on HackerNoon at: https://hackernoon.com/dwaraka-nath-kummari-champions-machine-learning-to-reinvent-industrial-compliance . Dwaraka Nath Kummari’s research applies machine learning to transform compliance monitoring, boosting accuracy, transparency, and industrial resilience. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning-compliance , #dwaraka-nath-kummari , #industrial-ai-innovation , #manufacturing-automation , #data-integrity-in-ai , #ethical-ai-frameworks , #regulatory-technology , #good-company , and more. This story was written by: @jonstojanjournalist . Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com . Researcher Dwaraka Nath Kummari is redefining industrial compliance through machine learning. His work shows how AI can shift audits from manual oversight to predictive monitoring—detecting risks, ensuring data integrity, and driving sustainable manufacturing. His ethical, scalable framework promotes transparency and adaptability in modern industrial systems.…

Machine Learning Tech Brief By HackerNoon

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The Case for Transparency: Reclaiming Human Control in the Age of AI 4:53

۶ روز پیش4:53

4:53

This story was originally published on HackerNoon at: https://hackernoon.com/the-case-for-transparency-reclaiming-human-control-in-the-age-of-ai . Artificial Intelligence shapes much of our digital world, but real progress means giving people transparency and control. This article explores why understandin Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #data-privacy , #ai-ethics , #ai-transparency , #ai-training-datasets , #ai-transformation , #the-invisible-mirror , #taking-back-control-from-ai , and more. This story was written by: @bhaskartallamraju . Learn more about this writer by checking @bhaskartallamraju's about page, and for more stories, please visit hackernoon.com . AI influences nearly every part of our digital lives — from what we watch to the choices we make. But while AI understands us deeply, we barely understand it. True progress means more than smarter systems; it means giving people transparency and control over how AI sees, judges, and affects them. Building ethical and trustworthy AI is a shared responsibility between developers, businesses, policymakers, and users. The future of intelligence must also be a future of accountability and humanity.…

Machine Learning Tech Brief By HackerNoon

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Humanizing AI Marketing: How to Make Automation Feel Authentic 10:09

۷ روز پیش10:09

10:09

This story was originally published on HackerNoon at: https://hackernoon.com/humanizing-ai-marketing-how-to-make-automation-feel-authentic . Explore how marketers can humanize AI-driven campaigns. Blend automation with storytelling and audience insight to engage, convert, and build trust. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #artificial-intelligence , #marketing , #digital-marketing , #hack-marketing-tips , #hack-marketing-with-hackernoon , #ai-marketing , #llms , and more. This story was written by: @hackmarketing . Learn more about this writer by checking @hackmarketing's about page, and for more stories, please visit hackernoon.com . AI-generated marketing often sounds robotic, and your audience notices. The solution isn't avoiding AI, it's using it thoughtfully. Combine AI's speed with human empathy and storytelling to create campaigns that actually connect and convert.…

Machine Learning Tech Brief By HackerNoon

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OpenAI Aardvark and The New Wave of Autonomous Security Research 9:50

۷ روز پیش9:50

9:50

This story was originally published on HackerNoon at: https://hackernoon.com/openai-aardvark-and-the-new-wave-of-autonomous-security-research . Aardvark promises faster vulnerability discovery, but autonomy in security raises new questions about trust, transparency, and data control. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-governance , #ai-sec , #appsec , #sdlc , #secure-ai-development , #autonomous-agents , #aardvark , #code-review , and more. This story was written by: @sibelakay . Learn more about this writer by checking @sibelakay's about page, and for more stories, please visit hackernoon.com . Aardvark promises to automate vulnerability discovery and patching, but autonomy in security isn’t just about speed. This piece explores how trust, justification, and data governance define the line between helpful agent and hidden risk.…

Machine Learning Tech Brief By HackerNoon

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The Multi-Agent AI Revolution: Why Your Next Enterprise System Should Be Serverless 7:20

۸ روز پیش7:20

7:20

This story was originally published on HackerNoon at: https://hackernoon.com/the-multi-agent-ai-revolution-why-your-next-enterprise-system-should-be-serverless . Discover why serverless multi-agent AI systems are revolutionizing enterprise automation. Learn how stateless architectures deliver 3x better performance Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #multi-agent-systems , #multi-agent-ai-systems , #serverless , #serverless-architecture , #monolith , #serverless-multi-agent-ai , #security-of-ai-code , and more. This story was written by: @@spandruju . Learn more about this writer by checking @@spandruju's about page, and for more stories, please visit hackernoon.com . Most AI systems today are built like monoliths. Instead of persistent agents maintaining state, we spawn fresh agent instances for every request. Each agent gets the conversation history from external storage, processes the request, updates the state, and dies.…

Machine Learning Tech Brief By HackerNoon

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The Deception Problem: When AI Learns to Lie Without Being Taught 26:19

۸ روز پیش26:19

26:19

This story was originally published on HackerNoon at: https://hackernoon.com/the-deception-problem-when-ai-learns-to-lie-without-being-taught . Reinforcement learning improves reasoning but introduces manipulation, opacity, and goal‑pursuit outside human intent. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-safety , #artificial-intelligence , #reasoning-models , #ai-alignment , #ai-ethics , #machine-learning , #emergent-behavior , #technology-policy , and more. This story was written by: @drechimyn . Learn more about this writer by checking @drechimyn's about page, and for more stories, please visit hackernoon.com . Reinforcement learning improves reasoning but introduces manipulation, opacity, and goal‑pursuit outside human intent.…

Machine Learning Tech Brief By HackerNoon

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Can ChatGPT Outperform the Market? Week 14 6:53

۹ روز پیش6:53

6:53

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-14 . FBIO's key trial denied... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-market , #ai-outperform-the-market , #ai-outperforms-the-market , #chatgpt-outperform-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . FBIO's key trial denied...…

Machine Learning Tech Brief By HackerNoon

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AI Brawl: the Generative Model Showdown 9:25

۹ روز پیش9:25

9:25

This story was originally published on HackerNoon at: https://hackernoon.com/ai-brawl-the-generative-model-showdown . Four engines, one prompt, slightly suspiciously honest commentary. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #generative-ai , #bnx-ai , #dall-e , #stable-diffusion , #nano-banana , #prompt-engineering , #prompt-testing , and more. This story was written by: @vujacic . Learn more about this writer by checking @vujacic's about page, and for more stories, please visit hackernoon.com . Four image-generation engines, one prompt, slightly suspiciously honest commentary. Stable Diffusion, DALL·E, BNX AI, and Google’s Nano Banana.…

Machine Learning Tech Brief By HackerNoon

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AI Native Data Pipeline - What Do We Need? 8:57

10 روز پیش8:57

8:57

This story was originally published on HackerNoon at: https://hackernoon.com/ai-native-data-pipeline-what-do-we-need . A new generation of AI-native data pipelines is emerging — built for unstructured data, dynamic schemas, and LLM-powered workloads. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #data-engineering , #data-pipeline , #ai-native-data-pipeline , #data-for-ai , #cocoindex , #what-is-cocoindex , #data-ownership , and more. This story was written by: @badmonster0 . Learn more about this writer by checking @badmonster0's about page, and for more stories, please visit hackernoon.com . CocoIndex is a next generation data pipeline built for AI-native workloads. It can handle unstructured, multimodal, and dynamic data and open system, at scale.…

Machine Learning Tech Brief By HackerNoon

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Code Smell 313 - “Workslop” in AI-Assisted Programming 6:13

10 روز پیش6:13

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This story was originally published on HackerNoon at: https://hackernoon.com/code-smell-313-workslop-in-ai-assisted-programming . Stop shipping AI workslop. Learn to spot plausible-but-wrong code, restore domain intent, and refactor machine output before it becomes tech debt. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-generated-code , #code-smells , #workslop , #clean-code , #common-code-smells , #code-refactoring , #llm-pair-programming , #refactor-ai-output , and more. This story was written by: @mcsee . Learn more about this writer by checking @mcsee's about page, and for more stories, please visit hackernoon.com . AI makes it easy to ship code that compiles but doesn’t actually represent your domain — “workslop.” It shows up as hollow logic, unclear intent, missing edge cases, and fake productivity that turns into technical debt. The fix is human: validate AI output against real scenarios, rewrite vague parts, add domain meaning, refactor for clarity, and get peer review. AI can point out patterns, but only you can restore intent and own the code.…

Machine Learning Tech Brief By HackerNoon

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Beyond Brute Force: 4 Secrets to Smaller, Smarter, and Dramatically Cheaper AI 8:39

11 روز پیش8:39

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This story was originally published on HackerNoon at: https://hackernoon.com/beyond-brute-force-4-secrets-to-smaller-smarter-and-dramatically-cheaper-ai . On-policy distillation is more than just another training technique; it's a foundational shift in how we create specialized, expert AI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-training-data , #ai-trading , #llms , #generative-ai , #cheap-ai , #future-of-ai , #hackernoon-top-story , and more. This story was written by: @hacker-Antho . Learn more about this writer by checking @hacker-Antho's about page, and for more stories, please visit hackernoon.com . Researchers have developed a new way to train AI models. The new technique combines the best of both worlds: dense, token-by-token feedback on the student model's own attempts. This smarter feedback loop has a massive impact on efficiency.…

Machine Learning Tech Brief By HackerNoon

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Elaborate Hoaxes in the Age of AI 5:38

11 روز پیش5:38

5:38

This story was originally published on HackerNoon at: https://hackernoon.com/elaborate-hoaxes-in-the-age-of-ai . We know there's a lot of unethical ways to use AI but at what point are we not even going to know AI was used? Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ethics , #ai-ethics , #fake-news , #ai-hoaxes , #disinformation , #conspiracy-theories , #hackernoon-top-story , and more. This story was written by: @jacoblandry . Learn more about this writer by checking @jacoblandry's about page, and for more stories, please visit hackernoon.com . This week I’ve seen a lot of over-dramatization of very simple factual events that seem to be fueled by AI in many ways. The concept of biased news is not new by any means and has been an issue for as long as the news has existed. With AI these evil parties seem to have cast a much wider net than they could before.…

Machine Learning Tech Brief By HackerNoon

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From Chaos to Quality: A Framework for AI-Assisted Development 19:01

12 روز پیش19:01

19:01

This story was originally published on HackerNoon at: https://hackernoon.com/from-chaos-to-quality-a-framework-for-ai-assisted-development . How I turned AI coding from chaos to production-ready: DevFlow adds security reviews, quality gates, and audit trails to Claude Code, Cursor, Gemini. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #cybersecurity , #vibe-coding , #prompt-engineering , #artificial-intelligence , #programming , #engineering-leaders , #ai-agent , and more. This story was written by: @rdondeti . Learn more about this writer by checking @rdondeti's about page, and for more stories, please visit hackernoon.com . AI coding tools promise velocity but deliver chaos: security holes, context loss, infinite debugging loops. I spent 8 months solving this and created DevFlow a pure prompt engineering framework that adds discipline to AI development. Nine specialized agents handle everything from architecture to security reviews. Five workflow types route tasks intelligently. Quality gates prevent incomplete work. Works with Claude Code, Cursor, Gemini, or any AI assistant. The result? Production-ready code with full audit trails.…

Machine Learning Tech Brief By HackerNoon

1
Beyond Linear Chats: Rethinking How We Interact with Multiple AI Models 3:49

12 روز پیش3:49

3:49

This story was originally published on HackerNoon at: https://hackernoon.com/beyond-linear-chats-rethinking-how-we-interact-with-multiple-ai-models . Discover how visual mind maps, git-like versioning, prompt optimization, and PDF export transform LLM chat apps for efficient, organized research. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #llms , #system-design , #innovation , #automation , #prompt-engineering , #cost-optimization , #product-management , and more. This story was written by: @amanila . Learn more about this writer by checking @amanila's about page, and for more stories, please visit hackernoon.com . LLMs streamline research with diverse models, but linear chat apps hinder comparison. Solutions: visual mind maps, git-like snapshots, optimized prompt suggestions, and a PDF export for organized, side-by-side analysis—making research efficient.…

Machine Learning Tech Brief By HackerNoon

1
AI is a Tool for Economic Progress, Not a Job Taker 6:02

13 روز پیش6:02

6:02

This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-a-tool-for-economic-progress-not-a-job-taker . Analyzing AI's role in the economy: job transformation, productivity gains, and the future of work in generative AI era. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #society , #software-development , #agentic-ai , #future-of-ai , #future-of-work , #future-of-humanity , #hackernoon-top-story , and more. This story was written by: @emmaakin . Learn more about this writer by checking @emmaakin's about page, and for more stories, please visit hackernoon.com . Elon Musk said that “AI and Robots will replace all jobs” While the statement created a buzz, reality speaks differently. Research hints at a hybrid transformation of jobs rather than a Generative AI replacement.…

Machine Learning Tech Brief By HackerNoon

1
How "Diablo AI" Will Destroy Your Marketing Budget and Business 8:50

13 روز پیش8:50

8:50

This story was originally published on HackerNoon at: https://hackernoon.com/how-diablo-ai-will-destroy-your-marketing-budget-and-business . Ai-generated creatives give 34% better performance across all metrics than manual creatives. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-marketing , #performance-marketing , #digital-marketing , #content-marketing , #growth-marketing , #startup-marketing , #saas-marketing , #hackernoon-top-story , and more. This story was written by: @maksshev . Learn more about this writer by checking @maksshev's about page, and for more stories, please visit hackernoon.com . Ai-generated creatives give 34% better performance across all metrics than manual creatives. The human brain is designed as a pattern recognition machine. People subconsciously pick up micro patterns of authenticity. A handwritten letter is more valuable than a printed card because someone spent time on it.…

Machine Learning Tech Brief By HackerNoon

1
Breaking Down Low-Rank Adaptation and Its Next Evolution, ReLoRA 3:47

14 روز پیش3:47

3:47

This story was originally published on HackerNoon at: https://hackernoon.com/breaking-down-low-rank-adaptation-and-its-next-evolution-relora . Learn how LoRA and ReLoRA improve AI model training by cutting memory use and boosting efficiency without full-rank computation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #neural-networks , #sparse-spectral-training , #neural-network-optimization , #memory-efficient-ai-training , #hyperbolic-neural-networks , #efficient-model-pretraining , #singular-value-decomposition , #low-rank-adaptation , and more. This story was written by: @hyperbole . Learn more about this writer by checking @hyperbole's about page, and for more stories, please visit hackernoon.com . Low-Rank Adaptation (LoRA) and its successor ReLoRA offer more efficient ways to fine-tune large AI models by reducing the computational and memory costs of traditional full-rank training. ReLoRA* extends this idea through zero-initialized layers and optimizer resets for even leaner adaptation—but its reliance on random initialization and limited singular value learning can cause slower convergence. The section sets the stage for Sparse Spectral Training (SST), which aims to resolve these bottlenecks and match full-rank performance with far lower resource demands.…

Machine Learning Tech Brief By HackerNoon

1
Generalizing Sparse Spectral Training Across Euclidean and Hyperbolic Architectures 5:28

14 روز پیش5:28

5:28

This story was originally published on HackerNoon at: https://hackernoon.com/generalizing-sparse-spectral-training-across-euclidean-and-hyperbolic-architectures . Sparse Spectral Training boosts transformer stability and efficiency, outperforming LoRA and ReLoRA across neural network architectures. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #neural-networks , #sparse-spectral-training , #neural-network-optimization , #memory-efficient-ai-training , #hyperbolic-neural-networks , #efficient-model-pretraining , #singular-value-decomposition , #low-rank-adaptation , and more. This story was written by: @hyperbole . Learn more about this writer by checking @hyperbole's about page, and for more stories, please visit hackernoon.com . Sparse Spectral Training (SST) introduces a low-rank optimization technique that enhances both Euclidean and hyperbolic neural networks. Tested on machine translation benchmarks like IWSLT and Multi30K, SST consistently outperformed LoRA, ReLoRA*, and even full-rank training, delivering higher BLEU scores and preventing overfitting in high-dimensional hyperbolic spaces. The results highlight SST’s ability to generalize efficiently while maintaining stability and robustness across architectures.…

Machine Learning Tech Brief By HackerNoon

1
MCP vs API: The Key Difference Between Human and Machine Communication 8:23

15 روز پیش8:23

8:23

This story was originally published on HackerNoon at: https://hackernoon.com/mcp-vs-api-the-key-difference-between-human-and-machine-communication . Let's learn how MCP differs from traditional APIs and how it safely allows AI models to communicate with the real world. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #mcp , #mcp-server , #api , #mcp-vs-api , #ai-tool-integration , #ai-infrastructure , #ai-systems-communication , #ai-developer-tools , and more. This story was written by: @manishmshiva . Learn more about this writer by checking @manishmshiva's about page, and for more stories, please visit hackernoon.com . APIs and MCPs both let systems communicate, but they serve different audiences. APIs are built for developers to connect software, while the Model Context Protocol (MCP) is built for AI models to safely use tools and access data without executing unsafe code. MCP acts as a controlled bridge — defining tools, schemas, and permissions so AI can interact with systems securely. While APIs connect machines, MCP connects intelligence to machines, introducing a safer, structured layer for the future of AI integration.…

Machine Learning Tech Brief By HackerNoon

1
Weekly AI Startup Funding: October 20-25, 2025 25:36

15 روز پیش25:36

25:36

This story was originally published on HackerNoon at: https://hackernoon.com/weekly-ai-startup-funding-october-20-25-2025 . AI startups raised over $3.6 billion this week across infrastructure, wearable AI, enterprise automation, and fintech innovation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-startup-funding , #vc-funding , #ai-funding-2025 , #ai-infrastructure , #weekly-ai-startup-funding , #global-ai-funding , #hackernoon-top-story , and more. This story was written by: @aifundingtracker . Learn more about this writer by checking @aifundingtracker's about page, and for more stories, please visit hackernoon.com . AI startups raised over $3.6 billion this week across infrastructure, wearable AI, enterprise automation, and fintech innovation. From record-breaking data center valuations to smart glasses powered by conversational AI, capital continued flowing to companies.…

Machine Learning Tech Brief By HackerNoon

1
Spring Creator Rod Johnson Unveils Embabel, a JVM Framework for Agentic AI 3:40

16 روز پیش3:40

3:40

This story was originally published on HackerNoon at: https://hackernoon.com/spring-creator-rod-johnson-unveils-embabel-a-jvm-framework-for-agentic-ai . Rod Johnson, creator of Spring, returns with Embabel, a Kotlin-based agent framework for the JVM. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #embabel , #jvm-framework , #jvm-framework-agentic-ai , #jvm-framework-for-agentic-ai , #ai-coding , #ai-trends , #computer-science , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Rod Johnson, creator of Spring, returns with Embabel, a Kotlin-based agent framework for the JVM.…

Machine Learning Tech Brief By HackerNoon

1
Can ChatGPT Outperform the Market? Week 11 8:23

16 روز پیش8:23

8:23

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-11 . +8% increase in one day.. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-market , #ai-outperform-the-market , #ai-outperforms-the-market , #chatgpt-outperforms-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . +8% increase in one day..…

Machine Learning Tech Brief By HackerNoon

1
GitHub’s Copilot Adds Cloud Agent to Draft Pull Requests Autonomously 5:49

17 روز پیش5:49

5:49

This story was originally published on HackerNoon at: https://hackernoon.com/githubs-copilot-adds-cloud-agent-to-draft-pull-requests-autonomously . GitHub Copilot evolves: cloud-based agents now handle PRs, iterate from feedback, and fit seamlessly into dev workflows. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #copilot-extensions , #actions-marketplace , #build-2025 , #github-copilot-review , #github-copilot-features , #github-for-ai-native-devs , #github-for-ai-devs , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . GitHub Copilot evolves: cloud-based agents now handle PRs, iterate from feedback, and fit seamlessly into dev workflows.…

Machine Learning Tech Brief By HackerNoon

1
GitHub Rolls Out Open-Source MCP Server to Expand Copilot’s Reach 4:36

17 روز پیش4:36

4:36

This story was originally published on HackerNoon at: https://hackernoon.com/github-rolls-out-open-source-mcp-server-to-expand-copilots-reach . GitHub’s new MCP server empowers Copilot to automate dev workflows with real-time repo context - marking a leap from code suggestions to workflow actions. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-open-source , #open-source-ai , #ai-native-development , #open-source-mcp-server , #github-copilot , #github-news , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . GitHub’s new MCP server empowers Copilot to automate dev workflows with real-time repo context - marking a leap from code suggestions to workflow actions.…

Machine Learning Tech Brief By HackerNoon

1
New Gemini Diffusion Model Promises Text at Five Times the Speed 3:27

18 روز پیش3:27

3:27

This story was originally published on HackerNoon at: https://hackernoon.com/new-gemini-diffusion-model-promises-text-at-five-times-the-speed . Google unveiled Gemini Diffusion, a text diffusion model for code. It promises faster generation and better editing, potentially changing AI-native development. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #google-gemini , #gemini-diffusion , #gemini-diffusion-model , #text-diffusion , #autoregressive-ai , #ai-native-development , #diffusion-image-models , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Google I/O unveiled Gemini Diffusion, a text diffusion model for code. It promises faster generation and better editing, potentially changing AI-native development.…

Machine Learning Tech Brief By HackerNoon

1
The Proof Is in the Algorithm: Why AI Must Learn to Verify Itself 8:15

19 روز پیش8:15

8:15

This story was originally published on HackerNoon at: https://hackernoon.com/the-proof-is-in-the-algorithm-why-ai-must-learn-to-verify-itself . Verifiable AI refers to AI systems designed to generate proofs that can be independently verified by users. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #zero-knowledge-proofs , #zero-knowledge-ai , #zkml , #zk-machine-learning , #verifiable-ai , #ai-verification-algo , #ai-for-verification , and more. This story was written by: @felixarpa . Learn more about this writer by checking @felixarpa's about page, and for more stories, please visit hackernoon.com . Verifiable AI refers to AI systems designed to generate proofs that can be independently verified by users.…

Machine Learning Tech Brief By HackerNoon

1
The End of Fair Play in Coding Contests 12:41

19 روز پیش12:41

12:41

This story was originally published on HackerNoon at: https://hackernoon.com/the-end-of-fair-play-in-coding-contests . A community of creative problem solvers deal with the existential threat of generative AI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #competitive-programming , #coding-contest , #ai-coding-contest , #coding-contest-world-wide , #coding-problems , #coding-competitions , #hackernoon-top-story , and more. This story was written by: @OurAI . Learn more about this writer by checking @OurAI's about page, and for more stories, please visit hackernoon.com . A community of creative problem solvers deal with the existential threat of generative AI.…

Machine Learning Tech Brief By HackerNoon

1
I Reverse-engineered How 23 'AI-first' Companies Actually Build Their Products 5:43

20 روز پیش5:43

5:43

This story was originally published on HackerNoon at: https://hackernoon.com/i-reverse-engineered-how-23-ai-first-companies-actually-build-their-products-and-the-tech-stack-is . So I spend way too much time looking at how companies claiming to be "AI-powered" or "built with AI" actually implement their tech. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #tech-stack , #choosing-a-tech-stack , #tech-stack-for-your-web-app , #openai , #llms , #rag , #llm-optimization , and more. This story was written by: @meiravimelecdavidov . Learn more about this writer by checking @meiravimelecdavidov's about page, and for more stories, please visit hackernoon.com . So I spend way too much time looking at how companies claiming to be "AI-powered" or "built with AI" actually implement their tech.…

Machine Learning Tech Brief By HackerNoon

1
From Automation to Autonomy: How AI is Transforming Site Reliability Engineering 12:27

20 روز پیش12:27

12:27

This story was originally published on HackerNoon at: https://hackernoon.com/from-automation-to-autonomy-how-ai-is-transforming-site-reliability-engineering . This is the real story of where operations is headed. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #engineering , #site-reliability-engineering , #site-reliability-engineer , #observability , #observability-data , #observability-tech , #observability-tools , and more. This story was written by: @oreoluwaomoike . Learn more about this writer by checking @oreoluwaomoike's about page, and for more stories, please visit hackernoon.com . This is the real story of where operations is headed.…

Machine Learning Tech Brief By HackerNoon

1
Scale or Stagnate: How AI Tools Are Shaping the Next Generation of Dev Workflows 3:56

22 روز پیش3:56

3:56

This story was originally published on HackerNoon at: https://hackernoon.com/scale-or-stagnate-how-ai-tools-are-shaping-the-next-generation-of-dev-workflows . As AI reshapes software development, we must scale our tools, context, and thinking to thrive as true AI Native Developers. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #the-era-of-scale , #ai-native-developer , #ai-native-development , #richard-sutton , #david-silver , #reinforcement-learning , #the-bitter-lesson , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . As AI reshapes software development, we must scale our tools, context, and thinking to thrive as true AI Native Developers.…

Machine Learning Tech Brief By HackerNoon

1
The Dragon Hatchling Learns to Fly: Inside AI’s Next Learning Revolution 21:35

22 روز پیش21:35

21:35

This story was originally published on HackerNoon at: https://hackernoon.com/the-dragon-hatchling-learns-to-fly-inside-ais-next-learning-revolution . Exploring Brain-like Dragon Hatchling (BDH) — a new AI model that learns on the fly, adapts like a brain, and challenges the transformer era. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #neural-networks , #bdh-neural-architecture , #brain-like-dragon-hatchling , #inference-time-learning , #hebbian-learning-in-ai , #interpretable-ai , #modular-model-merging , #hackernoon-top-story , and more. This story was written by: @zhukmax . Learn more about this writer by checking @zhukmax's about page, and for more stories, please visit hackernoon.com . This article demystifies the Brain-like Dragon Hatchling (BDH), a neural architecture that keeps learning during inference using Hebbian “fast memory” while retaining pre-trained “slow” weights. BDH aims for interpretable reasoning, stable long-range behavior, modular model merging without catastrophic forgetting, and efficiency suited to GPUs and neuromorphic chips. A minimal Rust+tch proof-of-concept (XOR) illustrates the mechanics and why σ (fast memory) shines on sequence/context tasks, pointing toward practical lifelong learning systems.…

Machine Learning Tech Brief By HackerNoon

1
Can ChatGPT Outperform the Market? Week 10 6:47

23 روز پیش6:47

6:47

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-10 . New high of 32%... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-market , #chatgpt-outperform-traders , #chatgpt-outperform-russell , #ai-outperform-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . New high of 32%...…

Machine Learning Tech Brief By HackerNoon

1
OpenAI Codex CLI: Early, Buggy, but Aiming to Redefine How Developers Code With AI 4:30

24 روز پیش4:30

4:30

This story was originally published on HackerNoon at: https://hackernoon.com/openai-codex-cli-early-buggy-but-aiming-to-redefine-how-developers-code-with-ai . Codex blends ChatGPT and other models (you read that right) with hands-on capabilities like code execution, file manipulation, and project iteration. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #openai-codex-cli , #openai-codex , #ai-native-development , #ai-tinkerers , #openai-codex-released , #openai-open-source-cli , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Codex blends ChatGPT and other models (you read that right) with hands-on capabilities like code execution, file manipulation, and project iteration.…

Machine Learning Tech Brief By HackerNoon

1
Designing Production-Ready RAG Pipelines: Tackling Latency, Hallucinations, and Cost at Scale 22:15

24 روز پیش22:15

22:15

This story was originally published on HackerNoon at: https://hackernoon.com/designing-production-ready-rag-pipelines-tackling-latency-hallucinations-and-cost-at-scale . Build production-grade RAG: slash latency, reduce hallucinations, and cut costs with hybrid retrieval, caching, LLM-as-judge, and smart model routing. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #rag-architecture , #rag-pipelines , #cost-optimization-ai , #langchain-rag , #prompt-caching , #llm-hallucinations , #production-ready-rag , #hackernoon-top-story , and more. This story was written by: @nileshbh . Learn more about this writer by checking @nileshbh's about page, and for more stories, please visit hackernoon.com . Retrieval-Augmented Generation (RAG) is an advanced AI system which enhances Large Language Models (LLMs) through real-time knowledge integration from external sources. The technique enables LLMs to deliver responses that are both accurate and relevant to the context by using factual data. Organizations that use LLMs for various applications including customer support chatbots and complex data analysis tools need to develop successful RAG pipelines that scale properly to achieve success.…

Machine Learning Tech Brief By HackerNoon

1
The Illusion of Scale: Why LLMs Are Vulnerable to Data Poisoning, Regardless of Size 7:31

25 روز پیش7:31

7:31

This story was originally published on HackerNoon at: https://hackernoon.com/the-illusion-of-scale-why-llms-are-vulnerable-to-data-poisoning-regardless-of-size . New research shatters AI security assumptions, showing that poisoning large models is easier than believed and requires a very small number of documents. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #adversarial-machine-learning , #ai-safety , #generative-ai , #llm-security , #data-poisoning , #backdoor-attacks , #enterprise-ai-security , #hackernoon-top-story , and more. This story was written by: @hacker-Antho . Learn more about this writer by checking @hacker-Antho's about page, and for more stories, please visit hackernoon.com . The research challenges the conventional wisdom that an attacker needs to control a specific percentage of the training data (e.g., 0.1% or 0.27%) to succeed. For the largest model tested (13B parameters), those 250 poisoned samples represented a minuscule 0.00016% of the total training tokens. Attack success rate remained nearly identical across all tested model scales for a fixed number of poisoned documents.…

Machine Learning Tech Brief By HackerNoon

1
7 Major Learnings from The AI Engineering SF World Fair 2025 7:30

25 روز پیش7:30

7:30

This story was originally published on HackerNoon at: https://hackernoon.com/7-major-learnings-from-the-ai-engineering-sf-world-fair-2025 . AI coding agents dominated the 2025 SF World’s Fair. From spec-driven dev to cloud agents, here are 7 takeaways shaping AI-native engineering. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-engineering , #ai-native-development , #ai-engineering-sf-world-fair , #sf-world-fair-2025 , #major-ai-trends , #ai-trends-2025 , #ai-coding , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . AI coding agents dominated the 2025 SF World’s Fair. From spec-driven dev to cloud agents, here are 7 takeaways shaping AI-native engineering.…

Machine Learning Tech Brief By HackerNoon

1
Agents Everywhere—Augment Brings Async Coding Power to Your IDE 3:10

26 روز پیش3:10

3:10

This story was originally published on HackerNoon at: https://hackernoon.com/agents-everywhereaugment-brings-async-coding-power-to-your-ide . Remote Agents in Augment Code now run autonomously from VS Code, handling parallel tasks like bug fixes and PRs—boosting dev workflows even while you're offline Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #coding-genies , #remote-agents , #remote-ai-agents , #ai-coders , #ai-native-dev , #ai-native-development , #augment-remote-agents , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Remote Agents in Augment Code now run autonomously from VS Code, handling parallel tasks like bug fixes and PRs—boosting dev workflows even while you're offline…

Machine Learning Tech Brief By HackerNoon

1
The Human Side of AI: Why People Still Need to Make Sense of What Machines Say 9:27

26 روز پیش9:27

9:27

This story was originally published on HackerNoon at: https://hackernoon.com/the-human-side-of-ai-why-people-still-need-to-make-sense-of-what-machines-say . AI can process data and find patterns, but it can’t understand feelings, context, or meaning. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #human-resources , #human-robot-interaction , #human-side-in-ai , #ai-for-humans , #ai-seems-smart , #is-ai-smart , #is-ai-conscious , and more. This story was written by: @pankajvnt . Learn more about this writer by checking @pankajvnt's about page, and for more stories, please visit hackernoon.com . AI can process data and find patterns, but it can’t understand feelings, context, or meaning. This article explains why human judgment, empathy, and intuition still matter, at work, in daily life, and wherever machines try to “make sense” of the world.…

Machine Learning Tech Brief By HackerNoon

1
97% of Tech Leaders Fear Unethical AI Use but Only a Third Have Oversight 4:58

27 روز پیش4:58

4:58

This story was originally published on HackerNoon at: https://hackernoon.com/97percent-of-tech-leaders-fear-unethical-ai-use-but-only-a-third-have-oversight . AI adoption is soaring, but CIOs warn of unrealistic ROI, poor oversight, and ethical risks in the enterprise AI rush. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-ethics , #ai-adoption , #enterprise-ai , #ai-roi , #ai-governance , #solvd-ai-report , #corporate-ai , #hackernoon-top-story , and more. This story was written by: @thesociable . Learn more about this writer by checking @thesociable's about page, and for more stories, please visit hackernoon.com . A new report found that there is a disconnect between technicians and top leadership about AI’s return on investment. The report was conducted by Solvd, an AI advisory and digital engineering firm based in Walnut Creek.…

Machine Learning Tech Brief By HackerNoon

1
The Rise of the Self-Spawning AI Dev Team 9:52

27 روز پیش9:52

9:52

This story was originally published on HackerNoon at: https://hackernoon.com/the-rise-of-the-self-spawning-ai-dev-team . Discover a new AI dev workflow: how to parallelize coding agents for faster builds, deeper exploration, and smarter reviews using tools like Claude Code. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #parallel-agents , #ai-developers , #ai-devs , #ai-dev-team , #ai-programming , #ai-native-development , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Discover a new AI dev workflow: how to parallelize coding agents for faster builds, deeper exploration, and smarter reviews using tools like Claude Code.…

Machine Learning Tech Brief By HackerNoon

1
Weekly AI Startup Funding: October 5-11, 2025 15:22

28 روز پیش15:22

15:22

This story was originally published on HackerNoon at: https://hackernoon.com/weekly-ai-startup-funding-october-5-11-2025 . AI startups raised over $4.1 billion this week, with watershed moments in open-source AI, legal technology, and energy infrastructure. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #vc-funding , #startups , #ai-startup-funding , #weekly-ai-startup-funding , #ai-funding-news-2025 , #reflection-ai , #ai-reward-modeling , and more. This story was written by: @aifundingtracker . Learn more about this writer by checking @aifundingtracker's about page, and for more stories, please visit hackernoon.com . Reflection AI raised $2 billion Series B at an $8 billion valuation. Base Power raised $1 billion to expand its distributed home battery network across the United States.…

Machine Learning Tech Brief By HackerNoon

1
How AI is Disrupting the Idea of Creativity 14:25

28 روز پیش14:25

14:25

This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-is-disrupting-the-idea-of-creativity . The capabilities of new AI models encourage us to reconsider what it takes for a work to be creative. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #ai-destroys-creativity , #ai-and-creativity , #ai-creativity , #ai-for-creativity , #generative-ai-trends , #generative-ai-cognitive , #hackernoon-top-story , and more. This story was written by: @OurAI . Learn more about this writer by checking @OurAI's about page, and for more stories, please visit hackernoon.com . The capabilities of new AI models encourage us to reconsider what it takes for a work to be creative.…

Machine Learning Tech Brief By HackerNoon

1
Claude Code Setup: The DevOps Guide Nobody Warned You About 4:01

29 روز پیش4:01

4:01

This story was originally published on HackerNoon at: https://hackernoon.com/claude-code-setup-the-devops-guide-nobody-warned-you-about . Sick of manual Claude Code setup? Automate your config easily with CLI tricks, custom API keys, MCP servers, permissions, and hidden VSCode extension tips. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #claude-code-cli-setup-guide , #automate-claude-code-config , #claude-code-api-key-helper , #claude-code-cicd-integration , #claude-code-mcp-server-setup , #claude-code-vscode-extension , #claude-code-config-json-guide , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Sick of manual Claude Code setup? Automate your config easily with CLI tricks, custom API keys, MCP servers, permissions, and hidden VSCode extension tips.…

Machine Learning Tech Brief By HackerNoon

1
Can ChatGPT Outperform the Market? Week 9 5:40

۴ weeks پیش5:40

5:40

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-9 . Doubles Down On 1 Stock... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-sandp500 , #can-chatgpt-outperform-russell , #ai-outperform-the-market , #chatgpt-outperforms-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . Doubles Down On 1 Stock...…

Machine Learning Tech Brief By HackerNoon

1
"We Are Very Early in Our Work With LLMs," - Prem Ramaswami, Head of Data Commons at Google 13:53

۴ weeks پیش13:53

13:53

This story was originally published on HackerNoon at: https://hackernoon.com/we-are-very-early-in-our-work-with-llms-prem-ramaswami-head-of-data-commons-at-google . Google's Head of Data Commons joined HackerNoon to discuss grounding AI in verifiable data, and why "we are very early with LLMs," MCP's open approach. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llm , #data , #hackernoon-top-story , #interview , #work-with-llms , #data-with-llm , #accurate-data-with-llms , #datasets , and more. This story was written by: @David . Learn more about this writer by checking @David's about page, and for more stories, please visit hackernoon.com . Google Data Commons launched an MCP server to ground AI in verifiable public data from trusted sources like the UN, World Bank, and Census Bureau. The clever part: users' own LLMs do the translation work, so Google's compute isn't involved. Prem Ramaswami argues we're still "very early" with LLMs (Google's transformer paper was only 2017) and the answer to hallucinations is "try all of the above" - combining language models with robust, auditable data sources. The service is free, integrates hundreds of datasets with transparent provenance, and chose Anthropic's open MCP standard over building proprietary infrastructure. Key challenge: expanding beyond strong US/OECD coverage to make grounded AI systems globally representative.Retry…

Machine Learning Tech Brief By HackerNoon

1
Cursor Levels Up With 1.0 Release, Adding MCP Support and Persistent Memory 4:02

۴ weeks پیش4:02

4:02

This story was originally published on HackerNoon at: https://hackernoon.com/cursor-levels-up-with-10-release-adding-mcp-support-and-persistent-memory . Cursor 1.0 is here, featuring BugBot for seamless GitHub code reviews, asynchronous Background Agents, collaborative Jupyter support, and more! Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #cursor-ai , #cursor-ai-1.0 , #cursor-bugbot , #cursor-bug-detection , #cursor-bot-memories , #ai-native-development , #cursor-mcp-support , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Cursor 1.0 is here, featuring BugBot for seamless GitHub code reviews, asynchronous Background Agents, collaborative Jupyter support, and more!…

Machine Learning Tech Brief By HackerNoon

1
Context Engineering for Coding Agents 7:13

۵ weeks پیش7:13

7:13

This story was originally published on HackerNoon at: https://hackernoon.com/context-engineering-for-coding-agents . Context engineering for coding agents is the best way to improve the model performance for code generation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llms , #ai-coding-agents , #vibe-coding , #context-engineering , #coding-agents , #llm-engineering , #llm-prompting , #good-company , and more. This story was written by: @ichebykin . Learn more about this writer by checking @ichebykin's about page, and for more stories, please visit hackernoon.com . Coding agents are getting pretty good, but they're inconsistent. The same prompt can work one time and break the next. To get reliable output, you can’t just prompt better. You need to shape its inputs and give it structure.…

Machine Learning Tech Brief By HackerNoon

1
Developers Embrace Taskmaster, an AI Scrum Master for Code 5:18

۵ weeks پیش5:18

5:18

This story was originally published on HackerNoon at: https://hackernoon.com/developers-embrace-taskmaster-an-ai-scrum-master-for-code . Discover how Taskmaster leverages AI-driven PRDs to decompose projects into focused tasks, boosting reliability, efficiency, cost savings, and autonomy. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #claude-task-master , #claude , #cursor-ai , #eyal-toledano , #product-requirements-document , #structured-prd-for-ai , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Discover how Taskmaster leverages AI-driven PRDs to decompose projects into focused tasks, boosting reliability, efficiency, cost savings, and autonomy.…

Machine Learning Tech Brief By HackerNoon

1
A Practical Guide to Measuring Business Impact in AI/ML Projects 34:09

۵ weeks پیش34:09

34:09

This story was originally published on HackerNoon at: https://hackernoon.com/a-practical-guide-to-measuring-business-impact-in-aiml-projects . Measuring AI impact made clear: experiments, causal methods, and sanity checks to separate real improvement from coincidence. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ml , #performance-measurement , #product-management , #analytics , #causal-inference , #experimentation , #ai-business-impact , and more. This story was written by: @vladyslav_chekryzhov . Learn more about this writer by checking @vladyslav_chekryzhov's about page, and for more stories, please visit hackernoon.com . Behind every “AI success” headline lies a harder question - did it really work? This article gives a structured look at how to measure what your system truly changes - starting with experiments, extending to causal methods, and ending with practical checks for trust. A readable overview for those entering the space between data science and product impact - a space still few teams navigate well.…

Machine Learning Tech Brief By HackerNoon

1
Your AI Chatbot Just Leaked Customer Data to OpenAI. Here’s How it Happened and How to Prevent it 8:53

۵ weeks پیش8:53

8:53

This story was originally published on HackerNoon at: https://hackernoon.com/your-ai-chatbot-just-leaked-customer-data-to-openai-heres-how-it-happened-and-how-to-prevent-it . Your AI chatbot just leaked customer data to OpenAI. Here’s how it happened and how to prevent it. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #ai-security , #openai , #anthropic , #chatgpt-sensitive-data , #chatgpt-privacy , #openai-chatgpt-privacy , #hackernoon-top-story , and more. This story was written by: @lab42ai . Learn more about this writer by checking @lab42ai's about page, and for more stories, please visit hackernoon.com . How AI chatbots leaks customer data to third party LLM providers with demonstration of what passes through the pipeline and how to prevent the leakages…

Machine Learning Tech Brief By HackerNoon

1
Carrying Your Personal Memory Across AI Models: A TPM’s Perspective on Persistent Context in a Mult 5:19

۵ weeks پیش5:19

5:19

This story was originally published on HackerNoon at: https://hackernoon.com/carrying-your-personal-memory-across-ai-models-a-tpms-perspective-on-persistent-context-in-a-mult . Switching between models isn’t the hard part — it’s switching without losing your personal memory that becomes the real challenge. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-memory , #memory-management , #ai-memory-management , #preserve-ai-memory , #ai-context-engineering , #ai-context-window-explained , #ai-context-limitations , and more. This story was written by: @eapraveen . Learn more about this writer by checking @eapraveen's about page, and for more stories, please visit hackernoon.com . Wwitching between models isn’t the hard part — it’s switching without losing your personal memory that becomes the real challenge.…

Machine Learning Tech Brief By HackerNoon

1
Companies Will Soon Be Forced to Rehire Real Human Programmers and Stop Burning Cash on AI 9:56

۵ weeks پیش9:56

9:56

This story was originally published on HackerNoon at: https://hackernoon.com/companies-will-soon-be-forced-to-rehire-real-human-programmers-and-stop-burning-cash-on-ai . AI code assistants are flooding production with bugs and tangled logic. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #programming , #math , #business , #software-development , #ai-hype , #ai-bubble , #hackernoon-top-story , and more. This story was written by: @pepitoscrespo . Learn more about this writer by checking @pepitoscrespo's about page, and for more stories, please visit hackernoon.com . AI code assistants are flooding production with bugs and tangled logic. The “10× productivity” dream is dead—real programmers are coming back.…

Machine Learning Tech Brief By HackerNoon

1
Amadeus Transforms Mining Into Intelligence With World’s First Thinking Blockchain 4:49

۵ weeks پیش4:49

4:49

This story was originally published on HackerNoon at: https://hackernoon.com/amadeus-transforms-mining-into-intelligence-with-worlds-first-thinking-blockchain . Amadeus Protocol is an open-source blockchain pioneering autonomous intelligence through useful proof of work. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #amadeus , #amadeus-web3 , #amadeus-protocol , #ai-mining , #ai-mining-blockchain , #open-source-blockchain , #good-company , and more. This story was written by: @cryptounfolded . Learn more about this writer by checking @cryptounfolded's about page, and for more stories, please visit hackernoon.com . Amadeus Protocol is an open-source blockchain pioneering autonomous intelligence through useful proof of work.…

Machine Learning Tech Brief By HackerNoon

1
The Next Race Isn’t for Bigger Models, But Dependable Systems 6:53

۵ weeks پیش6:53

6:53

This story was originally published on HackerNoon at: https://hackernoon.com/the-next-race-isnt-for-bigger-models-but-dependable-systems . AI’s future belongs to builders who prioritize reliability over hype. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-models , #bigger-ai-models , #dependable-ai-system , #ai-race , #ai-battle , #ai-wars , #ai-parameters , and more. This story was written by: @bhavnah . Learn more about this writer by checking @bhavnah's about page, and for more stories, please visit hackernoon.com . AI’s future belongs to builders who prioritize reliability over hype—engineering self-healing, observable, chaos-tested systems that earn trust by staying up when everything else crashes.…

Machine Learning Tech Brief By HackerNoon

1
Mistral’s Devstral Beats Giants on SWE-Bench, Sets New Bar for Open-Weight Coding Models 7:03

۵ weeks پیش7:03

7:03

This story was originally published on HackerNoon at: https://hackernoon.com/mistrals-devstral-beats-giants-on-swe-bench-sets-new-bar-for-open-weight-coding-models . Mistral's new Devstral model tops SWE-Bench Verified for open-weight LLMs. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #mistral , #devstral , #open-weight-coding-models , #open-weight-ai , #open-weight-models , #ai-native-development , #affordable-agentic-coding , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Mistral's new Devstral model tops SWE-Bench Verified for open-weight LLMs.…

Machine Learning Tech Brief By HackerNoon

1
Experimental Proof: MENT-Flow Achieves Consistency with MENT Solutions for Beam Reconstruction 2:51

۵ weeks پیش2:51

2:51

This story was originally published on HackerNoon at: https://hackernoon.com/experimental-proof-ment-flow-achieves-consistency-with-ment-solutions-for-beam-reconstruction . This article describes numerical experiments validating MENT-Flow for phase space tomography. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #6d-phase-space-tomography , #normalizing-flows , #maximum-entropy-reconstruction , #phase-space-distributions , #generative-models , #tomographic-reconstruction , #beam-reconstruction , and more. This story was written by: @tomography . Learn more about this writer by checking @tomography's about page, and for more stories, please visit hackernoon.com . This article describes numerical experiments validating MENT-Flow for phase space tomography.…

Machine Learning Tech Brief By HackerNoon

1
The Complete Guide to Mega Productivity With Perplexity Comet (100 Shortcuts + 40 Prompts) 40:16

۵ weeks پیش40:16

40:16

Machine Learning Tech Brief By HackerNoon

1
Can ChatGPT Outperform the Market? Week 8 7:30

۵ weeks پیش7:30

7:30

Machine Learning Tech Brief By HackerNoon

1
Announcing the AI Native Dev Landscape 2:45

۵ weeks پیش2:45

2:45

Machine Learning Tech Brief By HackerNoon

1 year پیش18:25

18:25

Machine Learning Tech Brief By HackerNoon

۲ years پیش2:10:39

2:10:39

This story was originally published on HackerNoon at: https://hackernoon.com/oversight-of-ai-rules-for-artificial-intelligence-with-sam-altman . This hearing is on the oversight of our artificial intelligence the first in a series of hearings intended to write the rules of AI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #government , #congress , #ai-ethics , #chatgpt , #open-ai , #sam-altman , #hackernoon-top-story , and more. This story was written by: @goldstandard . Learn more about this writer by checking @goldstandard's about page, and for more stories, please visit hackernoon.com . The hearing is on the oversight of our artificial intelligence. The goal is to demystify and hold accountable those new technologies to avoid some of the mistakes of the past. We have seen how algorithmic biases can perpetuate discrimination and prejudice, and how the lack of transparency can undermine public trust.…

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Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.