LLM News and Articles
| Thursday, 2026-01-22 | ||||
| 00:02 | How to Choose the Right Open Source LLM in 2026 https://pub.towardsai.net/how-to-choose-the-right-open-source-llm-in-2026-f79a199829de | |||
| Wednesday, 2026-01-21 | ||||
| 23:39 | The Hidden Crisis of Prompt Sprawl (And How to Fix It) https://medium.com/@martin_rodek/the-hidden-crisis-of-prompt-sprawl-and-how-to-fix-it-9b5e65cd10fc | |||
| 23:21 | In Davos, Demis Hassabis bets 50/50 AGI arrives in five years https://jpcaparas.medium.com/in-davos-demis-hassabis-says-agi-arrives-in-five-years-255458898ea1 | |||
| 23:01 | O Cérebro por Trás da IA: Desmistificando o Banco de Dados Vetorial https://mnaweb.medium.com/o-c%C3%A9rebro-por-tr%C3%A1s-da-ia-desmistificando-o-banco-de-dados-vetorial-044a8daadf95 | |||
| 23:01 | Maverick: Teaching Machines to Play Poker (and Talk Back) https://medium.com/@bencebalogh_33809/maverick-teaching-machines-to-play-poker-and-talk-back-93a614c00356 | |||
| 22:41 | Your brain on ChatGPT: Accumulation of cognitive debt when using an AI assistant https://www.media.mit.edu/publications/your-brain-on-chatgpt/ | |||
| 21:23 | A IA não entende contexto, e você também não https://medium.com/@brunojtoledo/a-ia-n%C3%A3o-entende-contexto-e-voc%C3%AA-tamb%C3%A9m-n%C3%A3o-c902bc22f222 | |||
| 21:11 | LLMs Under Siege: The Red Team Reality Check of 2026 https://medium.com/@eddieoz/llms-under-siege-the-red-team-reality-check-of-2026-05202d032995 | |||
| 21:05 | 8x AMD MI50 32GB at 26 t/s (tg) with MiniMax-M2.1 and 15 t/s (tg) with GLM 4.7(vllm-gfx906) https://medium.com/@ai-infos/8x-amd-mi50-32gb-at-26-t-s-tg-with-minimax-m2-1-and-15-t-s-tg-with-glm-4-7-vllm-gfx906-2c38577ef98a | |||
| 20:34 | Claude, Code Thyself https://ai.gopubby.com/claude-code-thyself-2958ec0040de | |||
| 20:33 | ChatGPT Self Portrait https://thezvi.substack.com/p/chatgpt-self-portrait | |||
| 20:27 | AI İnceleme #1 — Android Developer Gözünden LLaMA https://medium.com/@harunkor/ai-i%CC%87nceleme-1-android-developer-g%C3%B6z%C3%BCnden-llama-509c5b077fec | |||
| 20:01 | Show HN: ChartKit – 14 React charts in 15KB, zero dependencies, LLM-ready https://chartkit.dev/ | |||
| 19:51 | Apple to Revamp Siri as a Built-In iPhone, Mac Chatbot to Fend Off OpenAI https://www.bloomberg.com/news/articles/2026-01-21/ios-27-apple-to-revamp-siri-as-built-in-iphone-mac-chatbot-to-fend-off-openai | |||
| 19:48 | “You’re not Claude’s primary concern”: What Claude’s 15,000-word constitution tells us https://jpcaparas.medium.com/youre-not-claude-s-primary-concern-what-claude-s-15-000-word-constitution-tells-us-6ad38c7ab8ec | |||
| 19:45 | OpenAI API Logs: Unpatched data exfiltration https://www.promptarmor.com/resources/openai-api-logs-unpatched-data-exfiltration | |||
| 19:33 | Why AI Writing Feels Noncommittal https://arnavbonigala.medium.com/why-ai-writing-feels-noncommittal-55ea06c06cf8 | |||
| 19:17 | Welcome to Batching Hell in LLM Inference https://medium.com/@ayushtanwar1729/welcome-to-batching-hell-in-llm-inference-5be960c5b9ee | |||
| 19:10 | Trina Reynolds-Tyler is Holding Power to Account with AI https://medium.com/patrick-j-mcgovern-foundation/trina-reynolds-tyler-is-holding-power-to-account-with-ai-3c961058960f | |||
| 19:09 | Recursive Language Models: In-Depth Explaination https://medium.com/@simranjeetsingh1497/recursive-language-models-in-depth-explaination-699e483b6ce0 | |||
| 18:48 | Runnables in Langchain. https://medium.com/@shiwammaddheshiya/runnables-in-langchain-9ca9ed4bfef3 | |||
| 18:40 | How MCP Servers Use Your Context Window https://medium.com/@piotr_deploystack/how-mcp-servers-use-your-context-window-4c8389b7ad3a | |||
| 18:35 | Use LLMs for Translation and Fallible Reasoning https://medium.com/@HarlanH/use-llms-for-translation-and-fallible-reasoning-e5cb662eb18d | |||
| 18:34 | LangGraph vs Google ADK: Choosing the Right Framework for Multi-Agent AI Systems https://medium.com/engineering-intelligence/langgraph-vs-google-adk-choosing-the-right-framework-for-multi-agent-ai-systems-ec386d757d6c | |||
| 18:30 | Skills-Driven Ralph Agents in Action https://medium.com/@yingbiao/skills-driven-ralph-agents-in-action-01d4713c0c4c | |||
| 18:01 | Ever wonder what prompts are actually being sent to LLMs? https://medium.com/@saeed.vayghani/ever-wonder-what-prompts-are-actually-being-sent-to-llms-37fe57874bb4 | |||
| 17:51 | Context Kills VRAM (Running LLMs on a Local GPU) https://medium.com/@lyx_62906/context-kills-vram-running-llms-on-a-local-gpu-ee500dc9390f | |||
| 17:50 | Building “DocuMind”: Moving Beyond Basic Chatbots with Dual-Architecture RAG and LangChain https://medium.com/@prerakshah10/building-documind-moving-beyond-basic-chatbots-with-dual-architecture-rag-and-langchain-d6814420ae37 | |||
| 17:49 | Where does AI learn about a company? ✨ https://medium.com/@sedaefe/where-does-ai-learn-about-a-company-b02f9f1f44f4 | |||
| 17:47 | Stop Paying for Claude Code, Build Your Own for @@CONTENT@@ https://medium.com/data-science-collective/stop-paying-for-claude-code-build-your-own-for-0-4c38c6fbd2dd | |||
| 17:00 | Deploy agents instantly with Agent Builder templates https://www.blog.langchain.com/introducing-agent-builder-template-library/ | |||
| 17:00 | Deploy agents instantly with Agent Builder templates https://blog.langchain.com/introducing-agent-builder-template-library/ | |||
| 16:30 | Building Multi-Agent Applications with Deep Agents https://www.blog.langchain.com/building-multi-agent-applications-with-deep-agents/ | |||
| 16:30 | Building Multi-Agent Applications with Deep Agents https://blog.langchain.com/building-multi-agent-applications-with-deep-agents/ | |||
| 16:15 | Show HN: Unified Python SDK for Multimodal AI (OpenAI, ElevenLabs, Flux, Ollama) https://github.com/withceleste/celeste-python | |||
| 16:15 | Three types of LLM workloads and how to serve them https://modal.com/llm-almanac/workloads | |||
| 16:12 | LangExtract Overview and Core Capabilities https://medium.com/@danushidk507/langextract-overview-and-core-capabilities-bd492262999b | |||
| 16:12 | LangExtract Overview and Core Capabilities https://blog.stackademic.com/langextract-overview-and-core-capabilities-bd492262999b | |||
| 16:10 | Recursive Language Models (RLMs): A Technical Deep Dive into the Infinite Context Paradigm https://medium.com/@comeback01/recursive-language-models-rlms-a-technical-deep-dive-into-the-infinite-context-paradigm-85b5b43373fc | |||
| 16:08 | A Beginner’s Guide to Artificial Intelligence: From Core Concepts to Modern Marvels https://medium.com/@shartkopf/a-beginners-guide-to-artificial-intelligence-from-core-concepts-to-modern-marvels-93237d9648be | |||
| 16:02 | Agent Routers That Don’t Spiral https://medium.com/@Modexa/agent-routers-that-dont-spiral-e04130df755c | |||
| 16:02 | Agents Are Growing Up https://pub.towardsai.net/agents-are-growing-up-701715e31b2e | |||
| 16:01 | Anthropic's CEO stuns Davos with Nvidia criticism https://techcrunch.com/2026/01/20/anthropics-ceo-stuns-davos-with-nvidia-criticism/ | |||
| 16:00 | Compilersutra Live Session https://medium.com/@tiwariabhinav424/compilersutra-live-session-a98fe397d402 | |||
| 15:54 | APRO 2026 Roadmap: Constructing the Verifiable Intelligence Layer https://medium.com/@APRO_Oracle/apro-2026-roadmap-constructing-the-verifiable-intelligence-layer-5e69f582d005 | |||
| 15:53 | How Long Does an iPhone Take to Process 1 Billion Tokens? https://maddy-a.medium.com/how-long-does-an-iphone-take-to-process-1-billion-tokens-d86606ed8e51 | |||
| 15:49 | The Transformer Revolution: From Early Neural Networks to Modern AI https://medium.com/@vandanbsheth9/the-transformer-revolution-from-early-neural-networks-to-modern-ai-29a3d467a471 | |||
| 15:46 | Automating Product Part Categorization with AIP Logic: A Human-in-the-Loop Approach https://medium.com/@sanket_kasar/automating-product-part-categorization-with-aip-logic-a-human-in-the-loop-approach-d61905630fc4 | |||
| 15:42 | What more proof do YOU want?/Que más pruebas quieres? https://medium.com/@MaGo64/what-more-proof-do-they-want-que-m%C3%A1s-pruebas-quieren-3137d9252f8c | |||
| 15:30 | Eliza, Ghosts and no (A)Intelligence - WYSINWYG https://medium.com/@paschenda/eliza-ghosts-and-no-a-intelligence-wysinwyg-ae2e1dd80ef8 | |||
| 15:27 | From Tokens to Thoughts: Inside Meta’s VL-JEPA World Model https://medium.com/@romapanaskar/from-tokens-to-thoughts-inside-metas-vl-jepa-world-model-9fc0043763ef | |||
| 15:24 | Getting Started with Go + Genkit: Build a YouTube Analyzer App https://medium.com/@vladimirvivien/getting-started-with-go-genkit-build-a-youtube-analyzer-app-cf1892403452 | |||
| 15:24 | Show HN: Belgi – deterministic acceptance pipeline for LLM outputs https://github.com/belgi-protocol/belgi-playground | |||
| 15:22 | What enterprises should ask an LLM Development Company before signing a contract? https://blog.venturemagazine.net/what-enterprises-should-ask-an-llm-development-company-before-signing-a-contract-98534f39db59 | |||
| 15:17 | Pull requests with LLM attribution are predatory behavior https://127001.me/post/llm-attribution-predatory/ | |||
| 15:10 | AI Agents in E-Commerce: Unlocking New Horizons for Algeria Beyond Traditional LLMs https://medium.com/@kais.amira55/ai-agents-in-e-commerce-unlocking-new-horizons-for-algeria-beyond-traditional-llms-f867523909ff | |||
| 14:39 | Claude Code Sandboxing https://cobusgreyling.medium.com/claude-code-sandboxing-b33d42b61888 | |||
| 14:04 | Vibes Are Not a Metric: A Guide to LLM Evals in Python https://posit.co/blog/using-evals-in-python/ | |||
| 13:04 | What is NotebookLM and Why You Should Start Using It Right Now https://medium.com/techcraft-chronicles/what-is-notebooklm-and-why-you-should-start-using-it-right-now-d0558e8853a3 | |||
| 12:49 | Step-by-Step: Build a Text-Generating LLM from Scratch Using Your Own Dataset (2026 Guide with… https://medium.com/@yogeshkrishnanseeniraj/step-by-step-build-a-text-generating-llm-from-scratch-using-your-own-dataset-2026-guide-with-769757714303 | |||
| 12:32 | Why Agentic Systems Need TOON, Not Just JSON https://medium.com/@preetham.boyini/why-agentic-systems-need-toon-not-just-json-acf65ee0e40a | |||
| 12:32 | How a Chinese Hedge Fund Trader Wiped 9 Billion Off Silicon Valley in 24 Hours https://theonemohitsharma.medium.com/how-a-chinese-hedge-fund-trader-wiped-589-billion-off-silicon-valley-in-24-hours-45ba0d0fb1a1 | |||
| 12:28 | How to scale your presence inside LLM results: Playbook for 2026 https://medium.com/@filipmlody/how-to-scale-your-presence-inside-llm-results-playbook-for-2026-a9798be35dab | |||
| 12:12 | The Definitive Guide to LLM Fine-Tuning: Objectives, Mechanisms, and Hardware https://kuriko-iwai.medium.com/the-definitive-guide-to-llm-fine-tuning-objectives-mechanisms-and-hardware-98a97cf8691f | |||
| 12:04 | Architectural Due Diligence for LLM-Native Products https://1blnrequests.medium.com/architectural-due-diligence-for-llm-native-products-533f96b45a22 | |||
| 12:03 | Context Strategy: Why Uncontrolled AI is Breaking Software Development https://medium.com/@jeftar.mascarenhas/context-strategy-why-uncontrolled-ai-is-breaking-software-development-b938def138cf | |||
| 12:03 | How I’m Running My Own AI Agent as an Engineer in 2026 https://pub.towardsai.net/how-im-running-my-own-ai-agent-as-an-engineer-in-2026-1fccb36c068a | |||
| 12:00 | The Rise of MCP: How a “USB-C for AI” Is Quietly Reshaping the Future of Intelligent Systems https://medium.com/@sharanharsoor/the-rise-of-mcp-how-a-usb-c-for-ai-is-quietly-reshaping-the-future-of-intelligent-systems-9ea13acfcf20 | |||
| 11:55 | What No One Tells You About Evaluating LLM Applications https://medium.com/@purusharthyadav.py/what-no-one-tells-you-about-evaluating-llm-applications-618cc6bba7ec | |||
| 11:43 | LLMs Understand Rhetorical Structure Theory https://medium.com/@shahshalin/llms-understand-rhetorical-structure-theory-3c9ff2c26c34 | |||
| 11:37 | Why Fine-Tuning Large Language Models Is So Expensive https://generativeai.pub/why-fine-tuning-large-language-models-is-so-expensive-6b989cbc7ec3 | |||
| 11:31 | How to Administrate Servers with Codex and ssh-mcp https://medium.com/@pedrofm/how-to-administrate-servers-with-codex-and-ssh-mcp-953fed55d0ab | |||
| 10:31 | Top ChatGPT Alternatives in 2026 for AI Writing and Productivity https://medium.com/@agusabdulrahman/top-chatgpt-alternatives-in-2026-for-ai-writing-and-productivity-e28d13dfe126 | |||
| 10:07 | Small LLMs: Why Businesses Will Choose Lean Over Large https://medium.com/@alyona.potapova/small-llms-why-businesses-will-choose-lean-over-large-0f39ff4124ab | |||
| 10:06 | Why AI Gets Dumber the Smarter It Tries to Be (OpenAI Can’t Explain It) https://medium.com/@mehdibafdil/why-ai-gets-dumber-the-smarter-it-tries-to-be-openai-cant-explain-it-24934f9ef572 | |||
| 10:01 | Benchmarking LLM Accuracy in Real-World API Orchestration https://orbitalhq.com/blog/2026-01-20-agentic-orchestration-research-paper | |||
| 09:57 | How Waymo Works Beyond LLMs https://sodevelopment.medium.com/how-waymo-works-beyond-llms-0f9f3f368ef1 | |||
| 09:55 | From Zero to Hero: Building Enterprise-Grade AI Agents with Astron Agent Workflows https://medium.com/@tomatoes4ai/from-zero-to-hero-building-enterprise-grade-ai-agents-with-astron-agent-workflows-c162bdf06b70 | |||
| 09:51 | How Enterprises Use No-Code AI Tools to Scale Faster with MercuryAI https://medium.com/@mercuryai0705/how-enterprises-use-no-code-ai-tools-to-scale-faster-with-mercuryai-550a3bbdc936 | |||
| 09:50 | Manus AI + MCP Explained: The Architecture Behind Reliable Autonomy https://medium.com/pythoneers/manus-ai-mcp-explained-the-architecture-behind-reliable-autonomy-b5e85d033aa0 | |||
| 08:57 | Why Reddit Is So Important for Training Large Language Models(LLMs) https://medium.com/@sharmintuly008/why-reddit-is-so-important-for-training-large-language-models-llms-6c0f350d10bd | |||
| 08:56 | What I Learned After Building My First AI Chatbot with LLMs https://medium.com/@mamoonhashmi/what-i-learned-after-building-my-first-ai-chatbot-with-llms-ceeb5ab6ce3c | |||
| 08:47 | A set of 20 “system-level” questions I use to stress-test whether an AI can keep one coherent model… https://psbigbig.medium.com/a-set-of-20-system-level-questions-i-use-to-stress-test-whether-an-ai-can-keep-one-coherent-model-84733a31379e | |||
| 08:36 | Truth As Belief Management https://cryptosamadhi.medium.com/truth-as-belief-management-53f0aad30dfb | |||
| 08:33 | From One-Hot to Transformers: The Evolution of Text Embeddings https://medium.com/@haejiyun/from-one-hot-to-transformers-the-evolution-of-text-embeddings-f5ae372fabcd | |||
| 08:33 | MY UNDERSTANDING OF “REFLECTION ON INFOFI-WARS”; by Ivan Raskovsky, through a Q&A session. https://medium.com/@charlesemeasoba27/my-understanding-of-reflection-on-infofi-wars-by-ivan-raskovsky-through-a-q-a-session-ca38fa11652b | |||
| 08:30 | Techniques to Achieve Determinism in LLM-Based Applications https://medium.com/@prasoonid/techniques-to-achieve-determinism-in-llm-based-applications-222f2cce437e | |||
| 08:23 | Scaling Interaction, Not Parameters: A Hands-On Guide to MiroThinker 1.5 https://medium.com/@Fredtaylor1/scaling-interaction-not-parameters-a-hands-on-guide-to-mirothinker-1-5-d17cd668f656 | |||
| 08:23 | Olostep: Web Data API for AI and Research Automation https://medium.com/red-buffer/olostep-web-data-api-for-ai-and-research-automation-be8c93c28ef1 | |||
| 08:21 | Scaling Interaction, Not Parameters: A Hands-On Guide to MiroThinker 1.5 https://medium.com/@Fredtaylor1/scaling-interaction-not-parameters-a-hands-on-guide-to-mirothinker-1-5-c10c1cde26b9 | |||
| 08:15 | DeepSeek’s MODEL1 Leak Reveals V4’s Architectural Blueprint https://tao-hpu.medium.com/deepseeks-model1-leak-reveals-v4-s-architectural-blueprint-28e2bdcc7f37 | |||
| 08:11 | Obstacles and Objections https://medium.com/@mrs.barchukova/obstacles-and-objections-fcd3c5728c9e | |||
| 08:08 | Negotiating Relationships with ChatGPT https://arxiv.org/abs/2601.13188 | |||
| 08:03 | The Importance of Embedding Models in Generative AI Flows https://medium.com/@devendra07patel/the-importance-of-embedding-models-in-generative-ai-flows-92df125752e3 | |||
| 07:57 | Show HN: LLM fine-tuning without infra or ML expertise https://www.tinytune.xyz/ | |||
| 07:52 | Your AI Agent Isn’t Broken. Your Architecture Is. https://medium.com/write-a-catalyst/your-ai-agent-isnt-broken-your-architecture-is-80c53719e820 | |||
| 07:50 | From 75% to 99.6%: The Math of LLM Ensembles https://www.shibaprasadb.com/2026/01/20/llm-ensemble.html | |||
| 07:46 | Graph RAG, Memory Systems, and IPS: Building Context-Aware, Bias-Resilient AI Agents https://thisissiddharthhudda.medium.com/graph-rag-memory-systems-and-ips-building-context-aware-bias-resilient-ai-agents-344cb9aa53b9 | |||
| 07:43 | Genuine Contribution in an Age of Generative Abundance: On Novelty, Rigor, and What Remains Scarce https://medium.com/@brant.arseneau_83050/genuine-contribution-in-an-age-of-generative-abundance-on-novelty-rigor-and-what-remains-scarce-9f64a277899c | |||
| 07:31 | From Hype to Production: A Battle-Tested Blueprint for Building Agentic LLMs https://iamdgarcia.medium.com/from-hype-to-production-a-battle-tested-blueprint-for-building-agentic-llms-a2fe22763e03 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124