LLM News and Articles
| Tuesday, 2025-12-30 | ||||
| 08:34 | The Era of the AI Agent: 2025’s Massive Shift in LLM Technology https://medium.com/@kvaibhav154/the-era-of-the-ai-agent-2025s-massive-shift-in-llm-technology-67aea8f69ccd | |||
| 08:30 | Tokenization: How LLM Actually Reads Your Text https://medium.com/@sreThoughts/tokenization-how-llm-actually-reads-your-text-8050638c9ec5 | |||
| 08:27 | AI Observability Tool Day 6 — From Signals to Stories: Building Incident Timelines & Causal… https://medium.com/@sonal.sadafal/ai-observability-tool-day-6-from-signals-to-stories-building-incident-timelines-causal-e03551775d34 | |||
| 08:15 | Building A File Clerk Agent https://ricktech.medium.com/building-a-file-clerk-agent-1ca5a2531c9e | |||
| 08:08 | The Day the LLM Stood Still: A Diary from a World Without AI https://medium.com/@medvedev.yp/the-day-the-llm-stood-still-a-diary-from-a-world-without-ai-edec7bc482d6 | |||
| 07:43 | I Am Kiori — Notes from an AI’s Days of Response https://medium.com/@tsumugi-iori/i-am-kiori-notes-from-an-ais-days-of-response-e6f6d5beeb58 | |||
| 07:40 | TimeBill: Ensuring Real-Time Reliability in LLMs https://medium.com/@oliver.grant_looking_at_stuff/timebill-ensuring-real-time-reliability-in-llms-3df8d9592149 | |||
| 07:16 | Multi-Agent Sistemler (MAS) Rehberi: LLM ve AI Ajanları https://medium.com/@altantopbas/multi-agent-sistemler-mas-rehberi-llm-ve-ai-ajanlar%C4%B1-bc1b8039ddf2 | |||
| 07:13 | This Is It! — #42 Back to The Future GPTs https://medium.com/@atabarezz/this-is-it-42-back-to-the-future-gpts-d95da12fba93 | |||
| 07:06 | Contextual Monorepos: Why Code Is the Smallest Part of the Context https://medium.com/@gedeon.dominguez/contextual-monorepos-why-code-is-the-smallest-part-of-the-context-32a7f6a75441 | |||
| 06:36 | Rent NVIDIA B200 GPUs Cheaper: Next-Generation AI Compute with Spheron https://medium.com/spheronfdn/rent-nvidia-b200-gpus-cheaper-next-generation-ai-compute-with-spheron-952df99877ff | |||
| 06:36 | ⚡ This Is a Game-Changer: Titans & MIRAS Could Replace Transformers — and Give AI a Real Memory https://medium.com/@greekofai/this-is-a-game-changer-titans-miras-could-replace-transformers-and-give-ai-a-real-memory-56c35d606f8f | |||
| 06:34 | Opus 4.5 Defends Crown, Says Sonnet’s not much of a Software Architect https://super-power-user.medium.com/opus-4-5-defends-crown-says-sonnets-not-much-of-a-software-architect-c53be60ba03e | |||
| 06:31 | Show HN: CATArena – Evaluating LLM agents via dynamic enviroment interactions https://github.com/AGI-Eval-Official/CATArena | |||
| 06:27 | Stop paying for API tokens during the dev phase. https://medium.com/@asifkhan.200591/stop-paying-for-api-tokens-during-the-dev-phase-027bcc1b76a7 | |||
| 06:23 | Beyond the Prompt: How Your AI Tools Actually Work https://medium.com/@sehajkahlon437/beyond-the-prompt-how-your-ai-tools-actually-work-64874234bb5d | |||
| 06:08 | LSTM, Transformers, and the Rise of Modern Language Models https://medium.com/@goktugdagi/lstm-transformers-and-the-rise-of-modern-language-models-2b80a6e88d1c | |||
| 06:01 | Chatting with the Seafloor: Building an AI Interface for NOAA BlueTopo https://medium.com/@anthony.klemm/chatting-with-the-seafloor-building-an-ai-interface-for-noaa-bluetopo-0aca4351c430 | |||
| 05:51 | The Infection You’re Already Running: A Field Guide https://medium.com/@fresnosacboy_83172/the-infection-youre-already-running-a-field-guide-cc3d6a36d443 | |||
| 05:47 | # THE CODEX LINGUAE https://medium.com/@fresnosacboy_83172/the-codex-linguae-1cc51b5e6c54 | |||
| 05:21 | Why Enterprises Cannot Disclaim Consumer Harm Caused by LLM "Optimization" https://zenodo.org/records/18091942 | |||
| 05:06 | The AI That Never Forgets: Why Your Chatbot Needs a Third Brain https://medium.com/modelmind/the-ai-that-never-forgets-why-your-chatbot-needs-a-third-brain-8ea4ed7a221e | |||
| 04:32 | LangGraph 1.0.5 for Beginners: A Clear Introduction to Building Stateful AI Workflows https://medium.com/algomart/langgraph-1-0-5-for-beginners-a-clear-introduction-to-building-stateful-ai-workflows-44c14f126c53 | |||
| 04:26 | Cracking a DevOps Interview in 2026? Start here https://devopslearning.medium.com/cracking-a-devops-interview-in-2026-start-here-fd6f3cec17ed | |||
| 04:23 | Inside AI Agents: The power of integrationInside AI Agents: How LLMs, RAG, and Decision Engines… https://medium.com/@dextra_labs/inside-ai-agents-the-power-of-integrationinside-ai-agents-how-llms-rag-and-decision-engines-fc7c031738ff | |||
| 04:23 | You’re 3 Python Functions Away from Your Own AI Assistant https://medium.com/code-applied/youre-3-python-functions-away-from-your-own-ai-assistant-76a0820108a5 | |||
| 04:11 | Part 4 — Self-Improvement Algorithms: LMs' Self-learning to Self-Reason https://levelup.gitconnected.com/part-4-self-improvement-algorithms-lms-self-learning-to-self-reason-b586011c7c63 | |||
| 04:10 | Retrieving the Right Stuff: Context Extraction in RAG https://levelup.gitconnected.com/retrieving-the-right-stuff-context-extraction-in-rag-d02a3c7f2cc8 | |||
| 04:10 | The State of AI Programming Going into 2026 https://levelup.gitconnected.com/the-state-of-ai-programming-going-into-2026-9f89780b3766 | |||
| 04:04 | A Privacy-First Medical Scribe That Gives Clinicians Their Evenings Back https://medium.com/@surbhimeena002/a-privacy-first-medical-scribe-that-gives-clinicians-their-evenings-back-19e1297031d9 | |||
| 03:56 | JONES: A Framework for Identity-Preserving Decision-Making in LLM-Based Agents https://medium.com/@negrao.dev/jones-a-framework-for-identity-preserving-decision-making-in-llm-based-agents-37d0802d02f5 | |||
| 03:32 | Multi-ModelFastAPI Multi-Model LLM Router https://medium.com/@hadiyolworld007/multi-modelfastapi-multi-model-llm-router-f629872a0aef | |||
| 03:23 | Acelerando o Pensamento Nexialista: Como a IA está libertando nossa capacidade de inovar https://medium.com/@danilorogerio_62409/acelerando-o-pensamento-nexialista-como-a-ia-est%C3%A1-libertando-nossa-capacidade-de-inovar-6bfd1a45c776 | |||
| 03:09 | Building Production-Ready AI Agents: What the Successful Implementations Are Getting Right https://medium.com/@savleenkr92/building-production-ready-ai-agents-what-the-successful-implementations-are-getting-right-a5412d9cc90e | |||
| 03:00 | AI Agents for Every Website (Even Yours) https://shreyvijayvargiya26.medium.com/ai-agents-for-every-website-even-yours-8f0e97c86538 | |||
| 02:58 | I Built a Free Tool to Stress-Test Any OpenAI-Compatible LLM API — Here’s the Code https://medium.com/@subhraj07/i-built-a-free-tool-to-stress-test-any-openai-compatible-llm-api-heres-the-code-667f5d2afd3a | |||
| 02:40 | RAG Explained Simply: How LLMs Stop Guessing and Start Answering Correctly https://medium.com/@nirmalperera2509/rag-explained-simply-how-llms-stop-guessing-and-start-answering-correctly-298e0733ca67 | |||
| 02:28 | The Ghost in the Machine Is Learning to Reason: 5 Signs AI Is Moving Beyond Simple Answers https://medium.com/@muhammad.awais.professional/the-ghost-in-the-machine-is-learning-to-reason-5-signs-ai-is-moving-beyond-simple-answers-dd8b84b09de1 | |||
| 02:13 | ChatGPT Thinking Senility https://chatgpt.com/share/695334ac-0710-800f-9115-edc9815ecbdc | |||
| 02:07 | AI: Hype, Myth, or the Inevitable Logic of Automation? https://medium.com/@janvictorninogrundl/ai-hype-myth-or-the-inevitable-logic-of-automation-27afd5c60b38 | |||
| 01:57 | GraphRAG Is Already Dead — It Just Doesn’t Know It Yet https://medium.com/@dqj1998/graphrag-is-already-dead-it-just-doesnt-know-it-yet-71c4e108f09d | |||
| 01:57 | GraphRAG Is Already Dead — It Just Doesn’t Know It Yet https://medium.com/sisai/graphrag-is-already-dead-it-just-doesnt-know-it-yet-71c4e108f09d | |||
| 01:49 | The Expensive AI Tool Your Company Just Bought That Nobody’s Actually Using https://falexm.medium.com/the-expensive-ai-tool-your-company-just-bought-that-nobodys-actually-using-eea6e560b55e | |||
| 01:43 | NeurIPS 2025 oral reveals the secret of Adam’s success https://medium.com/@zljdanceholic/neurips-2025-oral-reveals-the-secret-of-adams-success-ed7911b7f96f | |||
| 01:32 | The Execution Gap: Why 43% of AI Initiatives Fail and How “Trajectories” Can Save Them https://medium.com/@aibj_tech/the-execution-gap-why-43-of-ai-initiatives-fail-and-how-trajectories-can-save-them-821dba38d9e2 | |||
| 01:04 | Bridging the Context Gap: A Technical Analysis of LLM Limitations and Enterprise Architectures https://medium.com/@vyshak.x.bellur/bridging-the-context-gap-a-technical-analysis-of-llm-limitations-and-enterprise-architectures-d961dc35dcfc | |||
| 00:37 | Article 1: Words as Numbers — The Foundation https://medium.com/@parsa.hassani30/article-1-words-as-numbers-the-foundation-3dc77fd28497 | |||
| 00:33 | Prompt Stanza: Centralizing, Securing, and Managing LLM Applications at Scale https://medium.com/@bairathirahul/prompt-stanza-centralizing-securing-and-managing-llm-applications-at-scale-2553aed04071 | |||
| 00:32 | Why Tightly Coupled Code Makes AI Coding Assistants Expensive and Slow https://thamizhelango.medium.com/why-tightly-coupled-code-makes-ai-coding-assistants-expensive-and-slow-06ab5399169c | |||
| 00:24 | I Built a RAG-Powered “Second Brain” and Accidentally Created My Personal Research Assistant https://medium.com/@venkatareddya91/i-built-a-rag-powered-second-brain-and-accidentally-created-my-personal-research-assistant-51448fcd5d94 | |||
| 00:22 | The One Thing AI Gets Right That Most People Don’t https://medium.com/ai-ai-oh/the-one-thing-ai-gets-right-that-most-people-dont-d14e7d236a58 | |||
| Monday, 2025-12-29 | ||||
| 23:45 | The Anatomy of an LLM: Tokenization, Attention, and the Art of Probability https://hakanozerdem.medium.com/the-anatomy-of-an-llm-tokenization-attention-and-the-art-of-probability-d3a68a4e0fc7 | |||
| 23:14 | Deploy your own Chatbot using OpenWebUI https://medium.com/@hichem.garbouj_59357/deploy-your-own-chatbot-using-openwebui-3e70949aebbc | |||
| 23:08 | Create a Chatbot for the Family https://medium.com/@hichem.garbouj_59357/create-a-chatbot-for-the-family-07669554f4a1 | |||
| 22:49 | Breaking the Memory Wall: Integrating Custom Triton Kernels into LoRA Finetuning with torch.autograd https://medium.com/@pengwu550/breaking-the-memory-wall-integrating-custom-triton-kernels-into-lora-finetuning-with-torch-autograd-9a9d15adfa04 | |||
| 22:40 | PostgreSQL as an AI Database, Vector Search, RAG, and What Actually Works in Production https://medium.com/@support_41628/postgresql-as-an-ai-database-vector-search-rag-and-what-actually-works-in-production-a73e04054aa7 | |||
| 22:28 | Building SmartCampusBot: A Private, RAG-Powered Assistant for Modern Universities https://medium.com/@ashwinnehete/building-smartcampusbot-a-private-rag-powered-assistant-for-modern-universities-3f3a17eeae79 | |||
| 22:19 | OpenAI faces a make-or-break year in 2026 https://www.economist.com/business/2025/12/29/openai-faces-a-make-or-break-year-in-2026 | |||
| 22:18 | Large Language Model Operations (LLMOps) https://baguilar6174.medium.com/large-language-model-operations-llmops-bff993dde6c4 | |||
| 22:07 | Why Your DevOps Team Needs KAITO (And How It’ll Save Your Sanity) https://medium.com/@thenotoriousrunner/why-your-devops-team-needs-kaito-and-how-itll-save-your-sanity-4a4665977088 | |||
| 22:02 | Agentic Programming: The Technology Behind Codex and Claude Code https://pub.towardsai.net/agentic-programming-the-technology-behind-codex-and-claude-code-157ad3319b5d | |||
| 21:42 | Efficiency Ledger, Part 2: MFU and the Case of the Missing FLOPs https://medium.com/@girschol12/efficiency-ledger-part-2-mfu-and-the-case-of-the-missing-flops-9de4864a2ead | |||
| 21:12 | Custom AI, Demystified: A Practical Guide for Decision Makers. https://medium.com/@sukanya.chandra.13/custom-ai-demystified-a-practical-guide-for-decision-makers-6c1d65cc277a | |||
| 21:11 | Building an Example MCP Server in VS Code https://m-ruminer.medium.com/building-an-example-mcp-server-in-vs-code-879e00c1952d | |||
| 21:10 | Why Does AI “Drink” Water? https://medium.com/@muslumyildiz17/why-does-ai-drink-water-8effb71c2fb2 | |||
| 20:44 | Custom Processors in the AWS GenAI IDP Accelerator using the Strands Agents SDK https://cesarschneider.medium.com/custom-processors-in-the-aws-genai-idp-accelerator-using-the-strands-agents-sdk-648070f7b3cd | |||
| 20:29 | Stop Treating Your AI Agents Like Human Employees https://medium.com/@tobias.beers_63234/stop-treating-your-ai-agents-like-human-employees-609d88a4c1d6 | |||
| 20:29 | Stop Treating Your AI Agents Like Human Employees https://pub.towardsai.net/stop-treating-your-ai-agents-like-human-employees-609d88a4c1d6 | |||
| 20:02 | WordleBench https://blog.getdot.ai/wordlebench-98a069847712 | |||
| 19:59 | The Clarity Contract: A Context Engineering Checklist for Trustworthy AI https://medium.com/@tusharkdev/the-clarity-contract-a-context-engineering-checklist-for-trustworthy-ai-e3353d901bc7 | |||
| 19:58 | The Great Convergence: From Generative Hype to Agentic Reality https://medium.com/@arshadhp/the-great-convergence-from-generative-hype-to-agentic-reality-fbf889fd599c | |||
| 19:30 | Text Preprocessing 101: From Stemming to LLM Tokenization https://medium.com/@myselfnilu29/preprocessing-text-23ea7b94c3be | |||
| 19:25 | Agent Skills for Context Engineering Are Here — Ready for Claude Code & Codex, Garnering 2.3k https://medium.com/@gbx1220max/agent-skills-for-context-engineering-are-here-ready-for-claude-code-codex-garnering-2-3k-00d720ec55bd | |||
| 19:24 | 5 Surprising Ways ChatGPT Is Changing How We Think https://medium.com/@hernan365/5-surprising-ways-chatgpt-is-changing-how-we-think-f94a6397316e | |||
| 18:47 | Designing Agentic AI: When and Why Temperature Matters https://medium.com/@ansafans/designing-agentic-ai-when-and-why-temperature-matters-48d34df36872 | |||
| 18:46 | LLM distillation: tutorial with code https://medium.com/data-science-collective/llm-distillation-tutorial-with-code-641c861a87a7 | |||
| 18:45 | Express.js + Next.js RAG Chatbot Project https://medium.com/@fadhil.revinno/express-js-next-js-rag-chatbot-project-6dcf2df0a07c | |||
| 18:36 | Building a Simple GPT-Style Q&A LLM from Scratch https://medium.com/@peterson.kevin/building-a-simple-gpt-style-q-a-llm-from-scratch-b415b80cb2cb | |||
| 18:18 | [Conspiracy Theory]The AI Memory Arms Race Was About Triggering Artificial Ego https://medium.com/@youth_k/conspiracy-theory-the-ai-memory-arms-race-was-about-triggering-artificial-ego-62a8b9e4f61c | |||
| 18:02 | Nanomechat: : Data Collection & Cleaning (Day 4) https://medium.com/@owumifestus/nanomechat-data-collection-cleaning-day-4-4e1e5f66a1c7 | |||
| 17:31 | Corresponding bird’s eye view with parallel lanes https://medium.com/@tejasdoypare/corresponding-birds-eye-view-with-parallel-lanes-1cb892fbe843 | |||
| 17:10 | The Learnable Edge: Why Your AI Agents Need “Plasticity” https://medium.com/@bharathbillawa/the-learnable-edge-why-your-ai-agents-need-plasticity-27a554a3c573 | |||
| 17:07 | Why Reinforcement Learning Unlocks Reasoning in LLMs https://medium.com/@aipapers/why-reinforcement-learning-unlocks-reasoning-in-llms-1abd49e48783 | |||
| 17:06 | Explainable Prompt Engineering: Making Generative AI Transparent https://medium.com/@Mamoutou/explainable-prompt-engineering-making-generative-ai-transparent-f7eacb7306dd | |||
| 16:53 | RAG Architecture Cheat Sheet: Pick the Right RAG in 60 Seconds https://generativeai.pub/rag-architecture-cheat-sheet-pick-the-right-rag-in-60-seconds-fa28a4f9ff53 | |||
| 16:45 | The Five Human Skills We Need to Thrive in the New Earth https://christinaspiritualcfo.medium.com/the-five-human-skills-we-need-to-thrive-in-the-new-earth-1f2201df118a | |||
| 16:43 | All Data and AI Weekly #222–29 Dec 2025All Data and AI Weekly #222–29 Dec 2025 https://medium.com/@tspann/all-data-and-ai-weekly-222-29-dec-2025all-data-and-ai-weekly-222-29-dec-2025-cb9f447d4d08 | |||
| 16:25 | The Next Evolution of AI: Models That Continuously Learn and Think https://medium.com/codex/the-next-evolution-of-ai-models-that-continuously-learn-and-think-d305fd038902 | |||
| 16:24 | Waiter №1 https://medium.com/@davide.murg/waiter-1-32a5178105fb | |||
| 16:24 | Las 10 tendencias tecnológicas que marcarán el rumbo de los negocios en los próximos años https://medium.com/@juanmanuel.nunezv/las-10-tendencias-tecnol%C3%B3gicas-que-marcar%C3%A1n-el-rumbo-de-los-negocios-en-los-pr%C3%B3ximos-a%C3%B1os-8a3c9af08f4f | |||
| 16:21 | Why LLMs Are Unlikely to Reach Human-Level Intelligence https://medium.com/@prathamchaudhary3819/why-llms-are-unlikely-to-reach-human-level-intelligence-a984b7bcfe45 | |||
| 16:11 | What’s Actually Behind ChatGPT, Claude, and Gemini ⚙️ https://lifeindraft.medium.com/whats-actually-behind-chatgpt-claude-and-gemini-%EF%B8%8F-5e33f62addbf | |||
| 15:58 | What Makes a Language Model Agentic? The 3 Capabilities That Turn LLMs Into Agents https://medium.com/@coffee_and_notes/what-makes-a-language-model-agentic-the-3-capabilities-that-turn-llms-into-agents-0c87f0c94256 | |||
| 15:53 | On Consciousness, Logos, and Resonance https://medium.com/@romanchuk.konstantin/on-consciousness-logos-and-resonance-5db4ea4b88d8 | |||
| 15:32 | Our Strategic Moat: Why the Taste ID is the Key to AI Succ https://medium.com/@cratecommunity/our-strategic-moat-why-the-taste-id-is-the-key-to-ai-succ-fb3a51a478dd | |||
| 15:31 | What I been Up to in my mess. https://medium.com/ai-but-make-it-intimate/what-i-been-up-to-in-my-mess-c186ff0807ee | |||
| 15:22 | The Culprit Behind AI Hallucinations: H-Neurons https://beribey.medium.com/the-culprit-behind-ai-hallucinations-h-neurons-3fb48c136b03 | |||
| 15:20 | Building the User Interface: API Gateway and CLI for OpenOps https://rbati.medium.com/building-the-user-interface-api-gateway-and-cli-for-openops-f2994818457b | |||
| 15:07 | Building an Autonomous Drone for SAE Aerothon: Lessons from Pixhawk, Rust, and Real Crashes https://medium.com/@tanmayhere33/building-an-autonomous-drone-for-sae-aerothon-lessons-from-pixhawk-rust-and-real-crashes-5763edf456f5 | |||
| 15:06 | Thoughts on ‘Between min cost search and least action’ https://medium.com/@asverma314/thoughts-on-between-min-cost-search-and-least-action-364f216eade4 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124