LLM News and Articles
| Thursday, 2026-01-22 | ||||
| 07:54 | You Need to Stop Using Ralph Loops (And Here’s Why) https://medium.com/@EthanCooperwrtier/you-need-to-stop-using-ralph-loops-and-heres-why-743377f2da83 | |||
| 07:32 | Agents Aren’t Free: The Bill You Don’t See Yet https://medium.com/@1nick1patel1/agents-arent-free-the-bill-you-don-t-see-yet-d422a48b397f | |||
| 07:21 | DGrid x OpenLedger: Building the Trustless Stack for AI Inference https://medium.com/@dgrid_ai/dgrid-x-openledger-building-the-trustless-stack-for-ai-inference-a4c92b7e52ee | |||
| 07:05 | How AI Tracking Improves Brand Positioning Across LLMs https://medium.com/codetodeploy/how-ai-tracking-improves-brand-positioning-across-llms-3a4b3ca2f47f | |||
| 07:05 | Dark LLMs https://vtiya.medium.com/dark-llms-e015f3ffca98 | |||
| 07:02 | I Thought NotebookLM Was Just a Research Tool, Until It Changed How I Think https://medium.com/@AThoughtbySnehal/i-thought-notebooklm-was-just-a-research-tool-until-it-changed-how-i-think-4efed7dd4111 | |||
| 06:54 | Mapping the Modern AI Stack ✨ https://medium.com/@danishammar/mapping-the-modern-ai-stack-a568928bfc03 | |||
| 06:47 | Cowork Security Architecture: When AI Agents Meet Hard Isolation https://medium.com/ai-simplified-in-plain-english/cowork-security-architecture-when-ai-agents-meet-hard-isolation-efbfaff37806 | |||
| 06:40 | Lumos: Inside Dream11’s Leap from Task-Based Models to Foundational Intelligence https://medium.com/dreamlockerroom/lumos-inside-dream11s-leap-from-task-based-models-to-foundational-intelligence-9a52049737e2 | |||
| 06:21 | Reading Minds Is the New Logging https://pub.towardsai.net/reading-minds-is-the-new-logging-35e08a123866 | |||
| 06:20 | Transformer une IA Open Source en expert Cyber Local avec Ollama (Tutoriel) https://medium.com/@rapatt_81344/transformer-une-ia-open-source-en-expert-cyber-local-avec-ollama-tutoriel-8f02e02bc476 | |||
| 06:17 | Understanding Context Window Size in LLMs https://medium.com/@jiminlee-ai/understanding-context-window-size-in-llms-db2151275268 | |||
| 06:01 | The Case for Smaller, Smarter AI Models https://medium.com/@alexzanfir/the-case-for-smaller-smarter-ai-models-4a8c2522d146 | |||
| 04:38 | Bridging the Chasm: From AI Prototype to Production Reality https://medium.com/@myakalarajkumar1998/bridging-the-chasm-from-ai-prototype-to-production-reality-03c0d7544cab | |||
| 04:32 | The Best Agents Know When to Ask https://medium.com/@Nexumo_/the-best-agents-know-when-to-ask-fe8d39be8b37 | |||
| 04:32 | KV Cache Explained in Depth: The Hidden Engine Behind Fast, Scalable LLM Inference https://medium.com/algomart/kv-cache-explained-in-depth-the-hidden-engine-behind-fast-scalable-llm-inference-80392dc2160d | |||
| 04:32 | Trace Logs for Agents: Audits Humans Can Actually Read https://medium.com/@Praxen/trace-logs-for-agents-audits-humans-can-actually-read-a40ab1732fb7 | |||
| 04:18 | Progress!- 10 intelligents we can expect AI to have in 2026 (3/10 already here✅) https://medium.com/@anixlynch/progress-10-intelligents-we-can-expect-ai-to-have-in-2026-3-10-already-here-9274d76f906b | |||
| 04:05 | Craft Your Digital Sidekick https://navdeepsinghh.medium.com/craft-your-digital-sidekick-f7ae7d90ab3c | |||
| 04:05 | Craft Your Digital Sidekick https://medium.com/swlh/craft-your-digital-sidekick-f7ae7d90ab3c | |||
| 04:03 | How to Use GLM-4.7 in OpenCode: Faster Agentic Coding with Novita AI https://medium.com/@marketing_novita.ai/how-to-use-glm-4-7-in-opencode-faster-agentic-coding-with-novita-ai-7bbcb221aec2 | |||
| 03:42 | The code is: Responsibility. https://medium.com/@MaGo64/the-code-is-responsibility-8a93c7e0c77f | |||
| 03:28 | Building AI-Powered Java Microservices with RAG and Vector Databases https://medium.com/microservice-expertise/building-ai-powered-java-microservices-with-rag-and-vector-databases-3d06b733b892 | |||
| 03:23 | Why Universal Commerce Protocol Might Be the Missing Piece in Agentic Commerce https://medium.com/@shakthydoss/why-universal-commerce-protocol-might-be-the-missing-piece-in-agentic-commerce-c21510dabfc3 | |||
| 03:17 | Why can’t LLMs have infinite context windows? https://devopslearning.medium.com/why-cant-llms-have-infinite-context-windows-72a243794311 | |||
| 03:02 | The Librarian of the Infinite Library: Understanding LLMs https://medium.com/@manasa.mansi31/the-librarian-of-the-infinite-library-understanding-llms-cabad7815f86 | |||
| 03:02 | RAG Systems Fail Because Nobody Talks About Chunking https://medium.com/@mdfadil/rag-systems-fail-because-nobody-talks-about-chunking-af3c42334f8b | |||
| 03:00 | Understanding Neural Network Optimizers: A Visual Journey https://medium.com/@mandeep0405/understanding-neural-network-optimizers-a-visual-journey-2c9f8223b6b9 | |||
| 02:47 | Shift in Cognitive Usage while Researching in the LLM era. https://medium.com/@nattupi/shift-in-cognitive-usage-while-researching-in-the-llm-era-85d53a978e07 | |||
| 02:34 | Chain-of-Thought: How LLMs “Show Their Work” https://medium.com/@koganti.saichandana14/chain-of-thought-how-llms-show-their-work-b2ade27fe18a | |||
| 02:32 | The Real Bottleneck in AI Just Moved https://medium.com/@optimaoai/the-real-bottleneck-in-ai-just-moved-024576d95c56 | |||
| 02:22 | FlashLabs Researchers Release Chroma 1.0: A 4B Real Time Speech Dialogue Model With Personalized Voice Cloning https://www.marktechpost.com/2026/01/21/flashlabs-researchers-release-chroma-1-0-a-4b-real-time-speech-dialogue-model-with-personalized-voice-cloning/ | |||
| 00:49 | Human vs. AI: The Pros and Cons of Using AI to Learn About a Person in Your Professional Network https://medium.com/@izhudson0612/human-vs-ai-3fb750ad8d01 | |||
| 00:41 | World Models in Artificial Intelligence: The Next Paradigm Shift Beyond Large Language Models https://codescrum.medium.com/world-models-in-artificial-intelligence-the-next-paradigm-shift-beyond-large-language-models-acec938356c4 | |||
| 00:36 | AI Pipelines Fail for the Same Reasons Scrapers Do https://medium.com/@goatishfw/ai-pipelines-fail-for-the-same-reasons-scrapers-do-6fef587e8efe | |||
| 00:29 | LangGraph Patterns & Best Practices Guide (2025) https://sumanta9090.medium.com/langgraph-patterns-best-practices-guide-2025-38cc2abb8763 | |||
| 00:28 | Why LLMs Should Never Be Your First Parser https://medium.com/@miroku.ike74/why-llms-should-never-be-your-first-parser-58c900e1593c | |||
| 00:12 | Making museums legible for machines (without breaking the human experience) https://labs.acmi.net.au/making-museums-legible-for-machines-without-breaking-the-human-experience-2f1deb7b89ea | |||
| 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 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124