LLM News and Articles
| Wednesday, 2025-10-22 | ||||
| 23:43 | Anthropic’s Linebreaks add support for Geometric Interpretability https://medium.com/@robman/anthropics-linebreaks-add-support-for-geometric-interpretability-41342c12cd76 | |||
| 23:16 | From Engineers to Prompt Operators: The Dangerous Shift in Developer Mindsets https://medium.com/@vadimyemelyanov/from-engineers-to-prompt-operators-the-dangerous-shift-in-developer-mindsets-ed4071ce30de | |||
| 23:14 | There’s something almost poetic about the idea of gathering voices https://euniceeduf.medium.com/theres-something-almost-poetic-about-the-idea-of-gathering-voices-68dc1e4013fc | |||
| 23:02 | Hands-On Implementation of Self-Reflective RAG with Claude API + LlamaIndex https://samet80.medium.com/hands-on-implementation-of-self-reflective-rag-with-claude-api-llamaindex-e8f5527d2ecc | |||
| 22:33 | Show HN: 100-Line LLM Framework https://github.com/The-Pocket/PocketFlow | |||
| 21:48 | The fixer's dilemma: Chris Lehane and OpenAI's impossible mission https://techcrunch.com/2025/10/10/the-fixers-dilemma-chris-lehane-and-openais-impossible-mission/ | |||
| 21:09 | Revolutionizing Education: A Way of Putting a Teacher’s Brain into a Computer https://ydogu159.medium.com/revolutionizing-education-a-way-of-putting-a-teachers-brain-into-a-computer-db479d4cccfe | |||
| 21:02 | OpenAI Atlas Browser Out Surveils Chrome https://www.washingtonpost.com/technology/2025/10/22/chatgpt-atlas-browser/ | |||
| 21:00 | Reddit sues AI company Perplexity, others for industrial-scale scraping comments https://apnews.com/article/reddit-perplexity-ai-copyright-scraping-lawsuit-3ad8968550dd7e11bcd285a74fb6e2ff | |||
| 20:54 | Dane Stuckey (OpenAI CISO) on Prompt Injection Risks for ChatGPT Atlas https://simonwillison.net/2025/Oct/22/openai-ciso-on-atlas/ | |||
| 20:42 | MatFormer: Train Once and Deploy Many https://medium.com/@lixue421/matformer-train-once-and-deploy-many-4ad014f40f3d | |||
| 20:31 | Will LLMs Actually Get Us to Artificial General Intelligence? https://medium.com/design-bootcamp/will-llms-get-us-to-artificial-general-intelligence-7874b05b1b21 | |||
| 20:16 | Your AI Is Trapped. The Model Context Protocol Is How You Free It. https://medium.com/@onlineproxypmm/your-ai-is-trapped-the-model-context-protocol-is-how-you-free-it-4168b4acae9a | |||
| 20:09 | Reddit Sues Perplexity, Others over Alleged Data Scraping https://www.bloomberg.com/news/articles/2025-10-22/reddit-sues-perplexity-others-over-alleged-data-scraping | |||
| 20:09 | RAG Data Prep: Mastering the Crane Kick of Clean Data https://medium.com/@deudney/rag-data-prep-mastering-the-crane-kick-of-clean-data-6e487dea9b8a | |||
| 20:08 | AI Lab — Newsletter — 22/10/2025 https://medium.com/@kunkaweb/ai-lab-newsletter-22-10-2025-98830a7918a9 | |||
| 20:03 | Smarter MCP Clients: A Leaner, Faster Approach to LLM Tooling https://www.godaddy.com/resources/news/smarter-mcp-clients-a-proposal-for-advertise-and-activate | |||
| 20:01 | Google’s URL Context Grounding: The RAG Killer? https://pub.towardsai.net/googles-url-context-grounding-the-rag-killer-4e12649cfcf3 | |||
| 19:32 | Show HN: Incremental JSON parser for streaming LLM tool calls in Ruby https://www.aha.io/engineering/articles/streaming-ai-responses-incomplete-json | |||
| 19:28 | Beyond Vector Search: How We Built a Smarter Q&A System with Knowledge Graphs and LLMs https://medium.com/@aliazimidarmian/beyond-vector-search-how-we-built-a-smarter-q-a-system-with-knowledge-graphs-and-llms-f1069332ee25 | |||
| 19:26 | LangGraph for chatbots: How Graph-Based Reasoning Is Redefining Conversational AI — Learning as I… https://medium.com/@vidalwadi11/langgraph-for-chatbots-how-graph-based-reasoning-is-redefining-conversational-ai-learning-as-i-a38ab61c3ab0 | |||
| 19:25 | LLM University: Module 2— Text Representation (Part 1) https://medium.com/@nchamseddin/llm-university-module-2-text-representation-part-1-43571d61bb18 | |||
| 19:15 | Generate Human-Like Text in Python Using GPT-2 https://medium.com/@karnik.aswani/generate-human-like-text-in-python-using-gpt-2-c0eefbabc898 | |||
| 19:06 | The Secret to the First Word: How LLMs Build Context with Prefill https://nadeem4-nk13.medium.com/the-secret-to-the-first-word-how-llms-build-context-with-prefill-aa27d1fe3dfa | |||
| 19:06 | Ke Yang, Apple's Head of ChatGPT-Like AI Search Effort, Was Poached by Meta https://www.bloomberg.com/news/articles/2025-10-15/apple-s-newly-tapped-head-of-chatgpt-like-ai-search-effort-to-leave-for-meta | |||
| 18:47 | Oh Just Wait Until LLMs Get to All the Recent Vibecoded “Breakthrough” Projects on GitHub https://dev-tngsh.medium.com/oh-just-wait-until-llms-get-to-all-the-recent-vibecoded-breakthrough-projects-on-github-1028029c51e8 | |||
| 18:47 | Protecting Sensitive Data in AI Workflows https://medium.com/rose-digital/protecting-sensitive-data-in-ai-workflows-c0faf568f468 | |||
| 18:27 | The AI Engine: Understanding the “Attention Is All You Need” Revolution https://medium.com/@azmicankaradas/the-ai-engine-understanding-the-attention-is-all-you-need-revolution-3a4673c3a021 | |||
| 18:01 | What Is an LLM? A No-Jargon Introduction https://pub.towardsai.net/what-is-an-llm-a-no-jargon-introduction-adc39a129254 | |||
| 17:48 | Next.js 16, Next.js Conf 2025, and the AI Future Everyone’s Talking About https://medium.com/@valerie_m/next-js-16-next-js-conf-2025-and-the-ai-future-everyones-talking-about-968b7eea0c0a | |||
| 17:25 | Reddit sues Perplexity for scraping data to train AI system https://www.reuters.com/world/reddit-sues-perplexity-scraping-data-train-ai-system-2025-10-22/ | |||
| 16:42 | Transformers and LLMs: The Architecture Behind the AI Revolution https://medium.com/tutai-ai/transformers-and-llms-the-architecture-behind-the-ai-revolution-93ba27b4646e | |||
| 16:18 | The Andrej Karpathy Interview with Dwarkesh Patel https://navaneethsen.medium.com/the-andrej-karpathy-interview-with-dwarkesh-patel-c10659db456c | |||
| 15:57 | Building With AI Coding Agents: Best Practices for Agent Workflows https://medium.com/@elisheba.t.anderson/building-with-ai-coding-agents-best-practices-for-agent-workflows-be1d7095901b | |||
| 15:56 | Using Local LLMs to Organize Messy Files: A Technical Deep Dive https://medium.com/data-science-collective/using-local-llms-to-organize-messy-files-a-technical-deep-dive-79433165f4fb | |||
| 15:38 | The Myth: AI Will Replace You. The Reality: AI Can Make You Expensive to Replace. https://ai.plainenglish.io/the-myth-ai-will-replace-you-the-reality-ai-can-make-you-expensive-to-replace-c19a220e8cf4 | |||
| 15:28 | Copilot is gaslighting developers and we’re all pretending it’s fine https://medium.com/@dev_tips/copilot-is-gaslighting-developers-and-were-all-pretending-it-s-fine-b455b4bf88ca | |||
| 15:27 | How One Nation’s AI Strategy Exposes Silicon Valley’s Blind Spot https://medium.com/@rebecca.wicker_27990/how-one-nations-ai-strategy-exposes-silicon-valley-s-blind-spot-24a3909f43c8 | |||
| 15:02 | Why Your Expensive RAG System Feels Surprisingly Dumb: The Graph RAG Revolution https://pub.towardsai.net/why-your-expensive-rag-system-feels-surprisingly-dumb-the-graph-rag-revolution-015c69d630c3 | |||
| 14:58 | LangChain and LangGraph Agent Frameworks Reach v1.0 Milestones https://blog.langchain.com/langchain-langgraph-1dot0/ | |||
| 14:53 | How Just 250 Documents Can Poison an AI: The Quiet Threat of LLM Backdoors https://medium.com/@paibonusumedha/how-just-250-documents-can-poison-an-ai-the-quiet-threat-of-llm-backdoors-72aded333a8c | |||
| 14:53 | Agentic RAG: Teaching LLMs to Think and Decide https://medium.com/@rootsamet.8034/agentic-rag-giving-llms-reasoning-and-decision-making-capabilitiespractical-implementation-with-3e38e38b3de6 | |||
| 14:53 | From Prototype to Production: Understanding How Modern LLM Services Actually Work — (2) https://medium.com/@dpag/from-prototype-to-production-understanding-how-modern-llm-services-actually-work-2-62a58b5d2da0 | |||
| 14:40 | From Prototype to Production: Understanding How Modern LLM Services Actually Work — (1) https://medium.com/@dpag/from-prototype-to-production-understanding-how-modern-llm-services-actually-work-1-cf2eb4418fe4 | |||
| 14:39 | The Straight Path’s Stumbling Blocks: Five Critical Flaws and the Evolution of the Feedforward… https://medium.com/@inverseatom.ai/the-straight-paths-stumbling-blocks-five-critical-flaws-and-the-evolution-of-the-feedforward-2f02425a196e | |||
| 14:36 | Search is Dead https://medium.com/@jones.steveg/search-is-dead-293e0c609498 | |||
| 14:25 | Measuring More Than Accuracy: Why AI Needs Semantic Fidelity https://medium.com/@semanticfidelitylab/measuring-more-than-accuracy-why-ai-needs-semantic-fidelity-0a481e05c233 | |||
| 13:10 | Chezmoi introduces ban on LLM-generated contributions https://www.chezmoi.io/developer-guide/ | |||
| 13:00 | A Brain-like LLM to replace Transformers https://arxiv.org/abs/2509.26507 | |||
| 12:37 | My Experience with the Certified AI/ML Pentester Exam https://medium.com/@ali.abdollahi/my-experience-with-the-certified-ai-ml-pentester-exam-531f3de03c94 | |||
| 12:37 | How I Finally Made AI Useful for Debugging https://medium.com/@mayank.sharma2796/how-i-finally-made-ai-useful-for-debugging-0d7953cf6c82 | |||
| 12:36 | Anthropic, Google in Talks on Multibillion-Dollar Cloud Deal https://www.bloomberg.com/news/articles/2025-10-21/anthropic-google-in-talks-on-cloud-deal-worth-tens-of-billions | |||
| 12:14 | The Dawn of Medical AGI: How Five Computational Pillars Are Revolutionizing Diagnosis https://medium.com/@frankmorales_91352/the-dawn-of-medical-agi-how-five-computational-pillars-are-revolutionizing-diagnosis-42e2c3083dfd | |||
| 12:12 | 8x AMD MI50 32GB at 12 t/s (tg) & 10k t/s (pp) with GLM 4.6 (Roo Code & vllm-gfx906) https://medium.com/@ai-infos/8x-amd-mi50-32gb-at-12-t-s-tg-10k-t-s-pp-with-glm-4-6-roo-code-vllm-gfx906-ed2da2f237db | |||
| 12:06 | How 250 Bad Files Can Hack a Billion-Parameter AI https://medium.com/@manavisrani07/how-250-bad-files-can-hack-a-billion-parameter-ai-40936be729fc | |||
| 12:05 | Warum die AI Blase bald platzen wird https://kainerweissmann.medium.com/warum-die-ai-blase-bald-platzen-wird-9686789ccb0f | |||
| 12:04 | Resolving a 00 Erdős problem, and vibe coding a Lean proof using ChatGPT https://mathstodon.xyz/@tao/115416208975810074 | |||
| 12:01 | PromptVault: An Open LLM Prompt Repository https://har-d.medium.com/promptvault-an-open-llm-prompt-repository-6fc435395c7e | |||
| 11:50 | Integration with Open WebUI https://vtanathip.medium.com/integration-with-open-webui-398279be1f0f | |||
| 11:34 | Managing Costs for Specialised Language Models https://medium.com/tr-labs-ml-engineering-blog/managing-costs-for-specialised-language-models-18913eb5bdf9 | |||
| 11:32 | Why Large Language Models Hallucinate — and How to Stop Them https://medium.com/ai-simplified-in-plain-english/why-large-language-models-hallucinate-and-how-to-stop-them-1dcbd7362108 | |||
| 11:32 | Samsung Just Built a 7M-Parameter Brain That Outsmarts Giants https://www.towardsdeeplearning.com/samsung-just-built-a-7m-parameter-brain-that-outsmarts-giants-0effab67cd89 | |||
| 11:28 | The Return of Assembly: When LLMs No Longer Need High-Level Languages https://medium.com/@ionionascu/the-return-of-assembly-when-llms-no-longer-need-high-level-languages-79bc43c0822c | |||
| 11:07 | Will Models Eat Your Stack? https://cobusgreyling.medium.com/will-models-eat-your-stack-a4f36d8ec9d3 | |||
| 10:53 | “Wax on, wax off. https://medium.com/@teodorescucc/wax-on-wax-off-eb9b3f17c947 | |||
| 10:29 | Guardrails in AI — Keeping Large Language Models Safe and Under Control https://medium.com/@mehta.harshita31/guardrails-in-ai-keeping-large-language-models-safe-and-under-control-887e924bc52f | |||
| 10:22 | Karpathy is wrong. Write that post, build that slide deck https://world.hey.com/joaoqalves/karpathy-is-wrong-write-that-post-build-that-slide-deck-9d1a6893 | |||
| 09:49 | The AI Paradox: Why Your Laptop Can’t Reason Like GPT-4 (and How That’s About to Change) https://towardsdev.com/the-ai-paradox-why-your-laptop-cant-reason-like-gpt-4-and-how-that-s-about-to-change-ad85701b3818 | |||
| 09:33 | Part 1 | The Hidden Price of “Better” — When Model Deprecation Tests Production Faith https://stories.riafy.me/part-1-the-hidden-price-of-better-when-model-deprecation-tests-production-faith-854134d1b7bf | |||
| 09:22 | Profitable Niche in 30 Days — Even If You’re New https://medium.com/@tomskiecke/profitable-niche-in-30-days-even-if-youre-new-d14ee025b0c5 | |||
| 08:45 | Demystifying Language Models: The Mathematics Behind Machine https://medium.com/@bibhuashish/demystifying-language-models-the-mathematics-behind-machine-bde463bd8b53 | |||
| 07:57 | What I learned as a Data Scientist Intern at Doctolib https://medium.com/doctolib/what-i-learned-as-a-data-scientist-intern-at-doctolib-6fec8adb64b8 | |||
| 07:56 | Introducing Manta: Scalable AI Model Tiers for Roleplay and Beyond https://medium.com/@haydenhelix/introducing-manta-scalable-ai-model-tiers-for-roleplay-and-beyond-b41d0f8339d7 | |||
| 07:50 | LangChain v1 — The Moment Every LLM Builder Was Waiting For https://medium.com/@sivachandran94/langchain-v1-the-moment-every-llm-builder-was-waiting-for-841c141febf2 | |||
| 06:54 | Self-attention and Multi-head attention in LLMs https://medium.com/@priyasadam1218/self-attention-and-multi-head-attention-in-llms-c1037e1d09ff | |||
| 06:35 | Brilliant Mimics, Not Minds: Andrej Karpathy’s Sobering Take on the AI Bubble https://medium.com/@nisarg.nargund/brilliant-mimics-not-minds-andrej-karpathys-sobering-take-on-the-ai-bubble-f45db9eb0751 | |||
| 06:05 | Dense Vs Sparse Vector https://medium.com/@naresh.kancharla/dense-vs-sparse-vector-934d832a967e | |||
| 06:03 | Get 1 Month of Perplexity Pro FREE (Worth ) https://medium.com/@orionpax69/get-1-month-of-perplexity-pro-free-worth-20-5e8a4bd7e9ae | |||
| 06:02 | Don’t Tell AI to “Be Creative.” Trap It Instead https://ckhuang2527.medium.com/dont-tell-ai-to-be-creative-trap-it-instead-1123c2af6e56 | |||
| 05:50 | Frontier Models and the Cost of Intelligence: What Comes After the Next Big Model? https://medium.com/@mirokuikeda47/frontier-models-and-the-cost-of-intelligence-what-comes-after-the-next-big-model-298fa95cb6c4 | |||
| 05:45 | The Beginner’s Guide to AI’s Secret Weapon — Vector Database https://medium.com/@naresh.kancharla/the-beginners-guide-to-ai-s-secret-weapon-vector-database-41f39d21217f | |||
| 05:44 | Airbnb CEO says ChatGPT isn't ready https://www.latimes.com/business/story/2025-10-21/chesky-says-openai-tools-not-ready-for-chatgpt-tie-up-with-airbnb-app | |||
| 04:21 | Large Language Models https://medium.com/@rzi.codealigned/large-language-models-0ed48a60a9ff | |||
| 04:03 | Anthropic API vs. AWS Bedrock for Claude Model usage https://medium.com/@joohan224/anthropic-api-vs-aws-bedrock-for-claude-model-usage-0f37acd0a588 | |||
| 03:49 | How to Validate AI Responses Without Domain Knowledge: A Practical Framework for Non-Experts https://medium.com/@abhishek97.edu/how-to-validate-ai-responses-without-domain-knowledge-a-practical-framework-for-non-experts-69358a323ec8 | |||
| 03:35 | What is Mojo’s Role in Efficient Transformer Training? https://hexshift.medium.com/what-is-mojos-role-in-efficient-transformer-training-1d871e6540f2 | |||
| 03:07 | Scaling Context: Grouped, Latent, and Sliding Attention as Solutions to the KV Cache Bottleneck https://medium.com/@frankmorales_91352/scaling-context-grouped-latent-and-sliding-attention-as-solutions-to-the-kv-cache-bottleneck-eeac86459206 | |||
| 02:57 | Understanding Transformers From Scratch | A Comprehensive Guide https://medium.com/@dillan.khurana/understanding-transformers-from-scratch-a-comprehensive-guide-faf582fa919e | |||
| 02:51 | Vespa: The Open-Source Engine Powering Search, Recommendations, and Real-Time Data https://civillearning.medium.com/vespa-the-open-source-engine-powering-search-recommendations-and-real-time-data-eab2206b1d4a | |||
| 02:41 | Secure Internal System Access for LLMs with MCP Server https://medium.com/@imhilaryy1999/secure-internal-system-access-for-llms-with-mcp-server-605960d0ba25 | |||
| 02:35 | MFUA: The Birth of Self-Building Frameworks https://medium.com/@jonatan.collymoore/mfua-the-birth-of-self-building-frameworks-986e44578711 | |||
| 02:09 | Beyond LLMs: Building Systems of Intelligence https://medium.com/@krishna0511/beyond-llms-building-systems-of-intelligence-c9c668a533bb | |||
| 01:29 | DeepSeek-OCR: A Fractal Architecture in a Relational Semantic Frame https://medium.com/@omanyuk/deepseek-ocr-a-fractal-architecture-in-a-relational-semantic-frame-a592cfdac004 | |||
| 01:06 | Anthropic and Google in talks on cloud deal worth tens of billions https://www.reuters.com/business/retail-consumer/anthropic-google-talks-cloud-deal-worth-tens-billions-bloomberg-news-reports-2025-10-21/ | |||
| 00:23 | From Static Symbols to Dynamic Intelligence: Bridging Teleogenesis, TRoT and Modern AI https://medium.com/@omanyuk/from-static-symbols-to-dynamic-intelligence-bridging-teleogenesis-trot-and-modern-ai-af44dc04f79a | |||
| 00:14 | Large Language Models Inference Engines Based on Spiking Neural Networks https://arxiv.org/abs/2510.00133 | |||
| 00:13 | Surfacing LLM Biases Through Graffiti https://nullpxl.com/post/surfacing-llm-biases-through-graffiti/ | |||
| 00:07 | DHS Asks OpenAI to Unmask User Behind ChatGPT Prompts, Possibly First Such Case https://gizmodo.com/dhs-asks-openai-to-unmask-user-behind-chatgpt-prompts-possibly-the-first-such-case-2000674472 | |||
| 00:05 | DeepSeek-OCR: Treating Text as Images Increases Compression Efficiency by 10x https://ai-engineering-trend.medium.com/deepseek-ocr-treating-text-as-images-increases-compression-efficiency-by-10x-4fc7ab86a91f | |||
| 00:00 | Sentence Transformers is joining Hugging Face! https://huggingface.co/blog/sentence-transformers-joins-hf | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124