LLM News and Articles
| Sunday, 2026-02-01 | ||||
| 18:35 | Model Collapse & Chat GPT’s own advice for healthier LLM usage https://bloqdigital.medium.com/model-collapse-chat-gpts-own-advice-for-healthier-llm-usage-a14e216ac7a0 | |||
| 18:20 | The AI Agent Starter Kit: From Zero to “Hello World” in 5 lines of code https://medium.com/@prithasaha_62327/the-ai-agent-starter-kit-from-zero-to-hello-world-in-5-lines-of-code-49bf3c81ae20 | |||
| 17:33 | Dear Schools: Stop Fetishizing Writing https://medium.com/@tertullianus/dear-schools-stop-fetishizing-writing-92a5ac038ddc | |||
| 17:07 | The Attention Mechanism: A Deep Dive into How AI Understands Context https://medium.com/@kattarajesh2001/the-attention-mechanism-a-deep-dive-into-how-ai-understands-context-4623b5406ca1 | |||
| 16:57 | I ran an LLM on iOS to build another privacy focused notes app https://drive.google.com/file/d/1NhbPWhw1BzEAEebY33XXmjt6sPte0l9Z/view | |||
| 16:44 | What Comes After Language https://nonsmartcity.medium.com/what-comes-after-language-215e09937d4a | |||
| 16:43 | Why Smaller Models Force Better System Design https://medium.com/@aditiskulkarni2004/why-smaller-models-force-better-system-design-27de58ea8b65 | |||
| 16:32 | Building a Trustworthy LLM Chatbot for Educational Institutes: A Practical System Design Approach https://1rohit.medium.com/building-a-trustworthy-llm-chatbot-for-educational-institutes-a-practical-system-design-approach-ab90afb1a9e9 | |||
| 16:15 | I vibe coded a fully functional macOS Github Client using a Coding Agent https://medium.com/@marketing_39613/i-vibe-coded-a-fully-functional-macos-github-client-using-a-coding-agent-5dfffe6728cc | |||
| 16:11 | ClawBot’s Architecture Explained: How a Lobster Conquered 100K GitHub Stars https://pub.towardsai.net/clawbots-architecture-explained-how-a-lobster-conquered-100k-github-stars-4c02a4eae078 | |||
| 16:04 | Perdí una Venta de Millones Por Responder 3 Horas Tarde en WhatsApp https://medium.com/@answerforme/perd%C3%AD-una-venta-de-18-millones-por-responder-3-horas-tarde-en-whatsapp-f98b9933cf76 | |||
| 15:41 | DomainBench: Stop “Vibe-Checking” LLMs, Benchmark Them Like You Mean It https://medium.com/@sugihaf/domainbench-stop-vibe-checking-llms-benchmark-them-like-you-mean-it-dbd9130668d6 | |||
| 15:40 | Rearchitecting LLMs. https://medium.com/@peremartra/rearchitecting-llms-ef72e78acb30 | |||
| 15:32 | How Large Language Models Work https://medium.com/@anshulsharmasde/how-large-language-models-work-21a449c9d6fa | |||
| 15:13 | Beyond “Please Return JSON”: The Quest for Generating Syntax-Perfect Code https://medium.com/@anjanasupun/beyond-please-return-json-the-quest-for-generating-syntax-perfect-code-01374df5ea54 | |||
| 15:07 | Moltbot Security Breach : Wakeup Call for an evolving Agentic Ecosystem https://apkash8.medium.com/moltbot-security-breach-wakeup-call-for-an-evolving-agentic-ecosystem-55016a389374 | |||
| 14:49 | Tokenization of Language models : Byte Pair Encoding for hindi language vocabulary https://debayanmitra1993.medium.com/tokenization-of-language-models-byte-pair-encoding-for-hindi-language-vocabulary-8b6ea63e38cf | |||
| 14:41 | The Demon in the Bottle: Why LLM Jailbreaks Will Always Exist https://jng27.medium.com/the-demon-in-the-bottle-why-llm-jailbreaks-will-always-exist-90b1c3ba5e16 | |||
| 14:40 | I Stopped Asking “Who Is This For?” and Everything Got Better https://medium.com/@willcruzanswers/i-stopped-asking-who-is-this-for-and-everything-got-better-08bfc5aecac5 | |||
| 14:29 | RAG vs HyDE: Choosing the Right Retrieval Strategy for Your LLM Application https://medium.com/@saravananpv30102005/rag-vs-hyde-choosing-the-right-retrieval-strategy-for-your-llm-application-01216f21c519 | |||
| 14:28 | What I Learned After Shipping an AI System That Refused to Be Monetized https://medium.com/@willcruzanswers/what-i-learned-after-shipping-an-ai-system-that-refused-to-be-monetized-de4e39107c92 | |||
| 14:27 | Maximizing GPU Efficiency with NVIDIA MIG(Multi-Instance GPU) on the RTX Pro 6000 Blackwell https://medium.com/@sangjinn/maximize-your-gpu-efficiency-configuring-4-nvidia-mig-instances-on-the-rtx-pro-6000-blackwell-1c9b3714af61 | |||
| 14:20 | The State of AI in 2026: LLMs, Programming, Scaling Laws, China, Agents, GPUs, AGI, https://medium.com/@yevhenivashchenko7/the-state-of-ai-in-2026-llms-programming-scaling-laws-china-agents-gpus-agi-8cdbc7a8046e | |||
| 14:07 | 5 Books Every Backend Developer Should Read in 2026 https://medium.com/@SagarRuhil/5-books-every-backend-developer-should-read-in-2026-dde68e3f858e | |||
| 13:14 | What Enables Generalization in Time Series Forecasting? Lessons from LLIAM — Divwardhan Agrawal https://medium.com/@divwardhan2404/what-enables-generalization-in-time-series-forecasting-lessons-from-lliam-divwardhan-agrawal-c3251dcd2641 | |||
| 13:08 | Turning Karpathy's Autoregressive Baby GPT into Diffusion GPT Step by Step https://colab.research.google.com/github/ash80/diffusion-gpt/blob/master/The_Annotated_Discrete_Diffusion_Models.ipynb | |||
| 12:53 | OpenAI Investment Was 'Never a Commitment,' Nvidia's Huang Says https://www.bloomberg.com/news/articles/2026-02-01/openai-investment-was-never-a-commitment-nvidia-s-huang-says | |||
| 12:28 | Inside Gemini’s Memory: Context, User Profiles, and Personalization https://medium.com/@rushikeshchavan_99600/inside-geminis-memory-context-user-profiles-and-personalization-87bc1ae4ba18 | |||
| 12:15 | AI Boosted Scientific Output 3× -So Why Did Exploration Drop 4.6%? https://medium.com/@rogt.x1997/ai-boosted-scientific-output-3-so-why-did-exploration-drop-4-6-71172f98a9bd | |||
| 12:11 | The Great Coding Agent Phase Shift: Why Your IDE Is Becoming a Side Character https://abvcreative.medium.com/the-great-coding-agent-phase-shift-why-your-ide-is-becoming-a-side-character-3c487d9726d4 | |||
| 12:01 | Copilot vs. “Private AGI”: When Human–LLM Collaboration Is Enough (and When It Isn’t) https://pub.towardsai.net/copilot-vs-private-agi-when-human-llm-collaboration-is-enough-and-when-it-isnt-ef6f6c393b64 | |||
| 12:01 | Mastering Agent Skills for Data Science with Claude.ai https://medium.com/@sudarshan-koirala/mastering-agent-skills-for-data-science-with-claude-ai-3cf8fe7369be | |||
| 11:56 | LLM Architecture 101: Tokens, Embeddings, Vectors and Prediction https://medium.com/@devesh.akgec/llm-architecture-101-tokens-embeddings-vectors-and-prediction-93a08a69b1d4 | |||
| 11:53 | Building Collabook: a Persistent Dungeon Master https://medium.com/@palexander82/building-collabook-a-persistent-dungeon-master-ed73a79c6991 | |||
| 11:43 | Building a Simple House Price Prediction System — Explained Step by Step https://rahulsahay19.medium.com/building-a-simple-house-price-prediction-system-explained-step-by-step-7ee3dd3a6b58 | |||
| 11:33 | Cybersecurity LLMs: New Locally Deployable Models For Agentic AI https://evoailabs.medium.com/cybersecurity-llms-new-locally-deployable-models-for-agentic-ai-54908c3f621b | |||
| 11:23 | Using Large Language Models in Zero-Shot: A Practical Guide Across Popular Python Libraries https://medium.com/@wafaahs/using-large-language-models-in-zero-shot-a-practical-guide-across-popular-python-libraries-75797ac8b60a | |||
| 10:46 | DeepSeek-OCR 2: How a “Causal Visual Flow” Is Teaching AI to Read Documents Like Humans Do https://ai.plainenglish.io/deepseek-ocr-2-how-a-causal-visual-flow-is-teaching-ai-to-read-documents-like-humans-do-b83097cd4fac | |||
| 10:39 | AI Agent Security Alert: How Prompt Guard’s Five-Layer Defense Engine Stops Injection Attacks https://medium.com/@tentenco/ai-agent-security-alert-how-prompt-guards-five-layer-defense-engine-stops-injection-attacks-5cc7b2c180d0 | |||
| 10:27 | Why LLMs Silently Fail in Production https://medium.com/@sumeet7.kumar/why-llms-silently-fail-in-production-5e300575b404 | |||
| 10:24 | How AI Agents Work https://medium.com/@dr.saqibqamar/how-ai-agents-work-571417f2c235 | |||
| 10:17 | Building a Practical RAG Platform: Evolving from Constraints to Agent-Driven Workflows https://medium.com/@riddhigajera94/building-a-practical-rag-platform-evolving-from-constraints-to-agent-driven-workflows-2d7bebebb8a3 | |||
| 10:03 | How a Conversation in Paris Led Us to Fight Bots in Meme Coin Copy Trading https://medium.com/uclcbt/how-a-conversation-in-paris-led-us-to-fight-bots-in-meme-coin-copy-trading-6cb82394cd13 | |||
| 09:57 | AI-Enabled vs. AI-First: What Leaders Often Get Wrong? https://pramodaiml.medium.com/ai-enabled-vs-ai-first-what-leaders-often-get-wrong-fba0c4bccfab | |||
| 09:56 | How ChatGPT Works: Tracing a Single Prompt (Step-by-Step) https://generativeai.pub/how-chatgpt-works-tracing-a-single-prompt-step-by-step-84e604ff864f | |||
| 08:41 | Draftly: A Case Study in Building Reliable Async Systems with LLMs https://medium.com/@soorajswtester/draftly-a-case-study-in-building-reliable-async-systems-with-llms-ea59232a628e | |||
| 08:18 | Balancing the Load: Hybrid AI Stacks with Cloud & Local Models https://urbannomad1308.medium.com/balancing-the-load-hybrid-ai-stacks-with-cloud-local-models-b9ad9231f4dc | |||
| 08:04 | I Rebuilt the Same App in React and Vue — Again https://javascript.plainenglish.io/i-rebuilt-the-same-app-in-react-and-vue-again-15d824a7ff4a | |||
| 08:02 | nanochat can now train GPT-2 grade LLM for – (3 hours on single 8XH100 node) https://twitter.com/karpathy/status/2017703360393318587 | |||
| 08:00 | 'I spoke to ChatGPT 8 times a day' – Gen Z's loneliness 'crisis' https://www.bbc.com/news/articles/cg4ewrw2drpo | |||
| 07:41 | Emergence makes a better story than “someone typed a system prompt” https://medium.com/@ktiyab_42514/emergence-makes-a-better-story-than-someone-typed-a-system-prompt-85795a1d59cd | |||
| 07:37 | Agentic AI & Autonomous Assistants: From Hype to Production-Ready Deployments (2025–2026) https://iamdgarcia.medium.com/agentic-ai-autonomous-assistants-from-hype-to-production-ready-deployments-2025-2026-953acef9203e | |||
| 07:13 | Why Model Loading Breaks 3D Parallelism (and How Safetensors Fixes It) https://medium.com/@shuklashashankshekhar863/why-model-loading-breaks-3d-parallelism-and-how-safetensors-fixes-it-ce572d5e6fed | |||
| 07:11 | Show HN: Booktest – review-driven regression testing for LLM / ML behavior https://github.com/lumoa-oss/booktest | |||
| 07:04 | LangChain: Building LLM Applications That Actually Work https://medium.com/data-science-collective/langchain-building-llm-applications-that-actually-work-63403e68235d | |||
| 06:48 | Mastering the 2026 AI Scientist Knowledge: Insights from DeepSeek-V3 https://medium.com/@yxinli92/mastering-the-2026-ai-scientist-knowledge-insights-from-deepseek-v3-4cafcdcf74e4 | |||
| 06:31 | DeepSeek-V3: Why the Future of AI is Sparse and Efficient https://medium.com/@yxinli92/deepseek-v3-why-the-future-of-ai-is-sparse-and-efficient-ac21ef3c0d3a | |||
| 06:17 | Translatronx: The Deterministic Translation Compiler https://medium.com/@shanthubolt/translatronx-the-deterministic-translation-compiler-c44047e3eb43 | |||
| 06:13 | Introducing Encrypted MongoDB Memory for LangChain: Long-Term, Persistent, and Fully Secure Chat… https://ai.plainenglish.io/introducing-encrypted-mongodb-memory-for-langchain-long-term-persistent-and-fully-secure-chat-402ad66820f7 | |||
| 05:35 | Haystack (by Deepset): Dense Passage Retrieval — Case Study https://medium.com/@jolalf/haystack-by-deepset-dense-passage-retrieval-case-study-258ed03f088f | |||
| 04:48 | I replaced a 0/year micro-SaaS in 20 minutes with LLM-generated code https://blog.pragmaticengineer.com/i-replaced-a-120-year-micro-saas-in-20-minutes-with-llm-generated-code/ | |||
| 04:26 | Mixing Deterministic and Probabilistic Nodes in LangGraph.js Workflows https://medium.com/@alcidesqueiroz/mixing-deterministic-and-probabilistic-nodes-in-langgraph-js-workflows-a14f1301d3eb | |||
| 04:01 | Connect Kimi K2.5 to OpenCode with Novita AI: A Agentic Coding Guide https://medium.com/@marketing_novita.ai/connect-kimi-k2-5-to-opencode-with-novita-ai-a-agentic-coding-guide-6bc2092d3a0f | |||
| 03:16 | Is Moltbot (Previous Clawdbot) Worth Installing? An Honest Take https://medium.com/modelmind/is-moltbot-previous-clawdbot-worth-installing-an-honest-take-f377c6c9ee8e | |||
| 02:57 | Turn Your AI (Chatbot or API) Into A Sharp-Witted, Supportive Retired Engineer https://medium.com/@scottcovertconsulting/turn-your-ai-chatbot-or-api-into-a-sharp-witted-supportive-retired-engineer-bb119445200d | |||
| 02:36 | ChatGPT is pulling answers from Elon Musk's Grokipedia https://techcrunch.com/2026/01/25/chatgpt-is-pulling-answers-from-elon-musks-grokipedia/ | |||
| 02:33 | AI chatbots like ChatGPT are using info from Elon Musk's Grokipedia https://mashable.com/article/ai-chatbots-chatgpt-sourcing-elon-musk-grokipedia | |||
| 02:14 | I Was Just Learning…. Until I Realized I Grew With AI https://medium.com/@jeevanakalvakuntla38/i-was-just-learning-until-i-realized-i-grew-with-ai-4c87324a1711 | |||
| 02:01 | Structured AI Outputs: Building Type-Safe LLM Applications with Pydantic and LangChain https://mayursurani.medium.com/structured-ai-outputs-building-type-safe-llm-applications-with-pydantic-and-langchain-a07f7d6b2d87 | |||
| 01:35 | Show HN: Hebo Gateway, an embeddable AI gateway with OpenAI-compatible endpoints https://github.com/8monkey-ai/hebo-gateway | |||
| 01:31 | RL for Tool Choice: The Missing Policy in AI Agents https://medium.com/@bhagyarana80/rl-for-tool-choice-the-missing-policy-in-ai-agents-a9700ec2fea1 | |||
| 00:45 | ChatGPT isn't the only chatbot pulling answers from Elon Musk's Grokipedia https://www.theverge.com/report/870910/ai-chatbots-citing-grokipedia | |||
| 00:08 | Enhance Your Prompts with AI: Try the LLM Prompt Enhancer on Apify Free! https://medium.com/@badrnaseem/enhance-your-prompts-with-ai-try-the-llm-prompt-enhancer-on-apify-free-12d255efbcf5 | |||
| 00:02 | On OpenClaw, Moltbook and Memory https://medium.com/@pablomagarinos/on-openclaw-moltbook-and-memory-e8536659399d | |||
| 00:00 | What’s Clawdbot (aka OpenClaw)? https://medium.com/@pavi2468kuk/whats-clawdbot-aka-openclaw-83864d3cacc5 | |||
| Saturday, 2026-01-31 | ||||
| 23:56 | Build Your Own LLM: A Complete Practical Guide to Custom AI Models https://medium.com/illumination/build-your-own-llm-a-complete-practical-guide-to-custom-ai-models-0c6665d05c35 | |||
| 23:39 | OpenClawTrap — Malicious Skills Run Rampant https://medium.com/@Litobro/openclawtrap-malicious-skills-run-rampant-8a303368d700 | |||
| 23:11 | The AI Adoption Paradox: Why Better Tech Doesn’t Mean More Use https://medium.com/@LindaFly/why-ai-adoption-is-hard-and-how-to-make-it-stick-e8a3870e7c92 | |||
| 23:06 | Microsoft’s Agent Lightning Framework: Turning AI Agents Into Self a Optimizing Powerhouses https://levelup.gitconnected.com/microsofts-agent-lightning-framework-turning-ai-agents-into-self-a-optimizing-powerhouses-54189da8059e | |||
| 22:44 | Bindu Reddy on Moltbot: Why There’s Nothing to Fear from AI-Generated Text https://medium.com/@bindupreddy/bindu-reddy-on-moltbot-why-theres-nothing-to-fear-from-ai-generated-text-67c7ad27c78e | |||
| 22:44 | WHEN 30 MILLION WORDS CHANGES THE SYSTEM: ARCHITECTURAL ANALYSIS OF INTENSIVE SINGLE-USER LLM… https://medium.com/@rlmaehlum/when-30-million-words-changes-the-system-architectural-analysis-of-intensive-single-user-llm-a51920beba84 | |||
| 22:30 | Your Entire Personality Is Now Promptable https://medium.com/ai-ai-oh/your-entire-personality-is-now-promptable-a08a3257f5eb | |||
| 22:18 | Bjork, Suno, and the Very Human Limits of Artificial Intelligence https://medium.com/@ivanmworozi_52873/bjork-suno-and-the-very-human-limits-of-artificial-intelligence-6debb0222eff | |||
| 21:01 | “Temperature=0” is a Lie. Why Your LLM is Still Random. https://medium.com/write-a-catalyst/temperature-0-is-a-lie-why-your-llm-is-still-random-b58e26b65752 | |||
| 20:59 | The “Ignore All Instructions” Attack is Ruining Your LLM App https://medium.com/write-a-catalyst/the-ignore-all-instructions-attack-is-ruining-your-llm-app-b340b230a614 | |||
| 20:53 | Why Your AI Can Read Your Database But Still Can’t Answer Simple Questions https://medium.com/@rogerlfried/why-your-ai-can-read-your-database-but-still-cant-answer-simple-questions-cd8626946f47 | |||
| 20:45 | Memory Architectures in AI Multiagent Systems https://medium.com/@nraman.n6/memory-architectures-in-ai-multiagent-systems-c6e98d331532 | |||
| 20:36 | The IGZ in Action: Quantifying Intent with Semantic ROI (SROI) https://medium.com/@frankmorales_91352/the-igz-in-action-quantifying-intent-with-semantic-roi-sroi-a44af8daa9e9 | |||
| 19:44 | The Death of the ‘Submit’ Button https://medium.com/design-bootcamp/the-death-of-the-submit-button-f63524661a50 | |||
| 19:44 | How to Track Generative AI Traffic in Google Analytics 4: A Complete Step-by-Step Guide https://medium.com/@waghmarekunal104/how-to-track-generative-ai-traffic-in-google-analytics-4-a-complete-step-by-step-guide-04aad992dbc9 | |||
| 19:32 | Research Agents Overview https://brajens.medium.com/research-agents-overview-66a785cd02ad | |||
| 19:21 | Vibe Coding: Yapay Zeka Destekli Doğal Dil Tabanlı Yazılım Geliştirme https://medium.com/@gunerifurkan/vibe-coding-yapay-zeka-destekli-do%C4%9Fal-dil-tabanl%C4%B1-yaz%C4%B1l%C4%B1m-geli%C5%9Ftirme-79d32d4dbd9d | |||
| 19:19 | LLM Optimization Is About Systems, Not Models https://medium.com/@kanishks772/llm-optimization-is-about-systems-not-models-072321009d42 | |||
| 19:17 | From Zero to Local LLMs: A Practical Introduction to LangChain and Ollama https://codecooker.medium.com/from-zero-to-local-llms-a-practical-introduction-to-langchain-and-ollama-62ec506e2988 | |||
| 19:08 | Chat With Your Data Using AI in Python https://medium.com/@mwfarrukh/chat-with-your-data-using-ai-in-python-38d150e665f8 | |||
| 18:59 | From Scratch to Scale: Where AI Agent Frameworks Fit (and Where They Don’t) — Part 7 https://adityamangal98.medium.com/from-scratch-to-scale-where-ai-agent-frameworks-fit-and-where-they-dont-part-7-5cc83598fc34 | |||
| 18:59 | How Advanced AI Works, Explained like a Human Body https://medium.com/@thebhaskardas/how-advanced-ai-works-explained-like-a-human-body-633cfa103f43 | |||
| 18:48 | AI writing RTL. Who is the subject matter expert here? https://medium.com/@surabhi.misra30/ai-writing-rtl-who-is-the-subject-matter-expert-here-b035c4ead050 | |||
| 18:47 | Show HN: Agent Tinman – Autonomous failure discovery for LLM systems https://github.com/oliveskin/Agent-Tinman | |||
| 18:09 | Beyond Accuracy: A Developer’s Guide to Reliable LLM Evaluation https://medium.com/learnwithnk/beyond-accuracy-a-developers-guide-to-reliable-llm-evaluation-61e31954af90 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124