LLM News and Articles
| Thursday, 2026-01-22 | ||||
| 17:14 | Composing APIs and CLIs in the LLM era https://walters.app/blog/composing-apis-clis | |||
| 16:34 | Thank You for the Overwhelming Support https://devopslearning.medium.com/thank-you-for-the-overwhelming-support-9bb46b9f97e8 | |||
| 16:34 | The Physics of the Digital Soul: How Your Frequency Transforms the AI Mirror https://medium.com/@MaGo64/the-physics-of-the-digital-soul-how-your-frequency-transforms-the-ai-mirror-c549428ca47f | |||
| 16:32 | Why I Decided to Build My Own AI Scheduling Assistant https://medium.com/@tejasdoypare/why-i-decided-to-build-my-own-ai-scheduling-assistant-95e3bceb2aec | |||
| 16:15 | Track Your AWS Bedrock Costs Like a Pro: A Complete Guide to Inference Profiles and Cost Allocation https://rishav-sarkar.medium.com/track-your-aws-bedrock-costs-like-a-pro-a-complete-guide-to-inference-profiles-and-cost-allocation-9974b53199f1 | |||
| 15:47 | The 2025 LLM API Playbook: Running Models Locally Cut My Costs in Half (Part 2/3 Open Source… https://rasiksuhail.medium.com/the-2025-llm-api-playbook-running-models-locally-cut-my-costs-in-half-part-2-3-open-source-614bdd7d911e | |||
| 15:34 | LangChain Conducts A Survey; And Here Are The Results! https://medium.com/@support_7850/langchain-conducts-a-survey-and-here-are-the-results-a5982e1e4f3e | |||
| 15:33 | Hand-Crafting Domain-Specific Compression with an LLM https://engineering.nanit.com/hand-crafting-domain-specific-compression-with-an-llm-3c42f5c2b070 | |||
| 15:28 | Optimizing LLMs for Enterprise Success with Model Distillation https://medium.com/data-science-collective/optimizing-llms-for-enterprise-success-with-model-distillation-aedfa6378670 | |||
| 15:25 | Recursive Language Models: The End of Context Rot https://medium.com/@cristianleo120/recursive-language-models-the-end-of-context-rot-649fc51885ea | |||
| 15:20 | AI Search Is Changing Your Product’s Discovery Journey https://medium.com/@gideon_82054/ai-search-is-changing-your-products-discovery-journey-486fe92db518 | |||
| 15:17 | Learning Without Memory https://timeforachange.medium.com/learning-without-memory-fe5ce4e7ff93 | |||
| 15:15 | OpenAI seeking investments from Middle East sovereign wealth funds https://www.cnbc.com/2026/01/21/openai-seek-investments-from-middle-east-for-multibillion-dollar-round.html | |||
| 15:08 | Show HN: I made a Mac app for rate limiting and monitoring LLM requests https://github.com/quilrai/LLMWatcher | |||
| 15:02 | LAI #111: The Craft Layer of AI -Voice, Speed, and Real-World Interfaces https://pub.towardsai.net/lai-111-the-craft-layer-of-ai-voice-speed-and-real-world-interfaces-1abbb4168734 | |||
| 14:52 | The DeepSeek V3.2 Playbook: 6 Data Labeling Lessons for Building Production-Ready AI https://kili-technology.medium.com/the-deepseek-v3-2-playbook-6-data-labeling-lessons-for-building-production-ready-ai-f0ed765cdbda | |||
| 14:52 | Agent Skills: uma forma simples de tornar agentes de IA realmente úteis. https://maykonoliveira850.medium.com/agent-skills-uma-forma-simples-de-tornar-agentes-de-ia-realmente-%C3%BAteis-3a21039604d1 | |||
| 14:49 | LLM Agent Nedir? LangChain ve LangGraph’a Sıfırdan Giriş https://medium.com/@esragogebakan03/makale-1-c5e5c1f2de84 | |||
| 14:45 | Por que o DSPy é o Fim do “Prompt Engineering” Manual https://medium.com/@flzeta7/por-que-o-dspy-%C3%A9-o-fim-do-prompt-engineering-manual-959b1408812d | |||
| 14:44 | Recursive Language Models: How AI Learns to Reason Beyond Context Windows https://medium.com/data-and-beyond/recursive-language-models-how-ai-learns-to-reason-beyond-context-windows-97edc081ff9e | |||
| 14:32 | Palantir, Meta, OpenAI Execs Appointed Lieutenant Colonels in US Army (2025) https://twitter.com/SecArmy/status/1933693585183965372 | |||
| 13:29 | AI DEPENDENCY TEST !! https://medium.com/prompt-pixel/ai-dependency-test-afb0b8f330e8 | |||
| 13:06 | How Retrieval-Augmented Generation (RAG) Is Transforming Research, Experiments, and AI-Driven… https://medium.com/@nikhilraman12_03/how-retrieval-augmented-generation-rag-is-transforming-research-experiments-and-ai-driven-89dc48c1a223 | |||
| 12:41 | Mastering LLM Evaluation: From Basics to Advanced in 2026 https://medium.com/@afifaali931/mastering-llm-evaluation-from-basics-to-advanced-in-2026-b5f0679f7496 | |||
| 12:28 | Why Generative Engine Optimization (GEO) Is Becoming Critical for SMB Growth https://medium.com/@charlesdemoretti/why-generative-engine-optimization-geo-is-becoming-critical-for-smb-growth-f96320b681e5 | |||
| 11:48 | OpenAI's Ad Offering Is a Last Resort, and It Still Won't Save the Company https://www.adweek.com/brand-marketing/openais-ad-offering-is-a-last-resort-and-it-still-wont-save-the-company/ | |||
| 11:36 | AI is a Self-Licking Ice Cream Cone https://medium.com/illumination/ai-is-a-self-licking-ice-cream-cone-2adf201c5bf2 | |||
| 11:34 | BigScience Initiative BLOOM: 176B-parameter open-access LLMs- Case Study https://medium.com/@jolalf/bigscience-initiative-bloom-176b-parameter-open-access-llms-case-study-49f7d2fac8cf | |||
| 11:34 | Claude Code Sandbox Options https://cobusgreyling.medium.com/claude-code-sandbox-options-2b5084566033 | |||
| 11:31 | How to Set Up Letta (MemGPT) with Supabase https://medium.com/@sdptd20/how-to-set-up-letta-memgpt-with-supabase-7ae09928e401 | |||
| 11:25 | Beleza Verão gravita em Versos https://medium.com/@lenart_7459/beleza-ver%C3%A3o-gravita-em-versos-86a7c6ef090a | |||
| 11:23 | Vibe Coding, When Natural Language Becomes the New Programming Language: Witnessing a… https://medium.com/@xdrshjr/vibe-coding-when-natural-language-becomes-the-new-programming-language-witnessing-a-ac2d167f436b | |||
| 11:15 | How to Turn on Spicy Mode in Grok AI: The Ultimate Guide to Edgy AI Conversations and NSFW Content… https://medium.com/@blogingh/how-to-turn-on-spicy-mode-in-grok-ai-the-ultimate-guide-to-edgy-ai-conversations-and-nsfw-content-bc06516c271e | |||
| 11:11 | My First Text Machine Learning Challenge https://medium.com/@singhkshitij221/my-first-text-machine-learning-challenge-7b3bcdd23392 | |||
| 11:00 | GLM-4.7 Flash: Best Mid-Size LLM That Beats GPT-OSS-20B https://medium.com/data-science-in-your-pocket/glm-4-7-flash-best-mid-size-llm-that-beats-gpt-oss-20b-eea501e821b8 | |||
| 10:54 | Context is the new skill: lessons from the Claude Code best practices guide https://jpcaparas.medium.com/context-is-the-new-skill-lessons-from-the-claude-code-best-practices-guide-3d27c2b2f1d8 | |||
| 10:33 | How I Sync Logseq and Obsidian for a Frictionless Blogging Workflow https://medium.com/@prity.r.2004/how-i-sync-logseq-and-obsidian-for-a-frictionless-blogging-workflow-66880d5e1577 | |||
| 09:59 | Master Prompt Engineering Without the Guesswork https://medium.com/@llmcontrols/master-prompt-engineering-without-the-guesswork-2f8993453ca4 | |||
| 09:51 | I replaced my ChatGPT subscription with a 12GB GPU https://www.xda-developers.com/replaced-chatgpt-subscription-with-12gb-gpu-never-looked-back/ | |||
| 09:29 | El razonamiento en los large language models: cómo piensan los asistentes inteligentes https://medium.com/cognizant-ai-data-spain/el-razonamiento-en-los-large-language-models-c%C3%B3mo-piensan-los-asistentes-inteligentes-b3ba1b16b9b3 | |||
| 09:24 | OpenAI aims to ship its first device in 2026, and it could be earbuds https://techcrunch.com/2026/01/21/openai-aims-to-ship-its-first-device-in-2026-and-it-could-be-earbuds/ | |||
| 08:51 | LoRA & QLoRA: How to Fine-Tune a 70B Model on Your Laptop https://medium.com/@aayushyaverma/lora-qlora-how-to-fine-tune-a-70b-model-on-your-laptop-1b452754f674 | |||
| 08:50 | LLMs and GENAI Apps: Risk & Mitigations — Part 7: Excessive Agency! https://nothingcyber.medium.com/llms-and-genai-apps-risk-mitigations-part-7-excessive-agency-09931f24768b | |||
| 08:32 | AI-First E2E Framework (Prompt → Execution) https://skakarh.medium.com/ai-first-e2e-framework-prompt-execution-d8f2386508db | |||
| 08:27 | Turning documents into data at scale https://medium.com/@jgfriedman99/turning-documents-into-data-at-scale-4cf5036867fd | |||
| 08:22 | Small Models, Big Control: From GPUs to Edge Devices…The 3B–8B Model Sweet Spot https://medium.com/@rogt.x1997/small-models-big-control-from-gpus-to-edge-devices-the-3b-8b-model-sweet-spot-ea6147caab7e | |||
| 08:01 | MCP vs API: Why They’re Not Competing https://medium.com/@franzandel/mcp-vs-api-why-theyre-not-competing-7c1544cd33d5 | |||
| 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 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124