LLM News and Articles
| Sunday, 2026-05-17 | ||||
| 19:58 | The Four Horsemen of the LLM Apocalypse https://anarc.at/blog/2026-05-16-four-horsemen/ | |||
| 19:45 | A Good Agent Skill Is a Contract, Not a Prompt https://medium.com/@marekskopowski/a-good-agent-skill-is-a-contract-not-a-prompt-f76df748b5da | |||
| 19:22 | Building Cost-Optimized AI Agent Systems for Production https://medium.com/@nivethag.dev/building-cost-optimized-ai-agent-systems-for-production-9500d9d395b2 | |||
| 19:10 | What is an LLM, Really? https://medium.com/@buildwithpulkit/what-is-an-llm-really-ec54847a54bd | |||
| 19:03 | We Drift, So Do LLMs https://medium.com/@akshithakukudala/we-drift-so-do-llms-bdf4551b6839 | |||
| 19:02 | Beyond the Sandbox: Architecting Sub-100ms Production Voice Agents with Twilio WebSockets & Custom… https://medium.com/@wasifullahdev/beyond-the-sandbox-architecting-sub-100ms-production-voice-agents-with-twilio-websockets-custom-62ae6c8c8835 | |||
| 19:01 | We Saved 60% on GPU Costs -Here’s Exactly How — OneInfer https://medium.com/@admin_18868/we-saved-60-on-gpu-costs-heres-exactly-how-oneinfer-9528ff68de1d | |||
| 18:58 | Why Your Standard RAG is Failing (And How to Fix It) https://medium.com/@tmenguc12/the-evolution-of-rag-systems-ai-designs-that-check-their-own-data-a15eef1213bf | |||
| 18:56 | OpenAI vs Claude vs OpenBandwidth: Throughput in Production https://medium.com/@admin_18868/openai-vs-claude-vs-openbandwidth-throughput-in-production-b22311f94ce0 | |||
| 18:46 | Local LLMs vs Cloud APIs vs Subscriptions: Which Buys the Most Intelligence per Dollar? https://wonderwhy-er.medium.com/local-llms-vs-cloud-apis-vs-subscriptions-which-buys-the-most-intelligence-per-dollar-7365e3d9eae1 | |||
| 18:40 | Fine-Tuning Qwen2.5 with LoRA: More Structured, Not More Correct https://blog.gopenai.com/fine-tuning-qwen2-5-with-lora-more-structured-not-more-correct-3eea922cefda | |||
| 18:33 | Tools — The Hands of AI https://medium.com/@chrfsa19/tools-the-hands-of-ai-bb8dbfaefe5d | |||
| 18:22 | If You Use Your Brain Well, You Can Use Your Vibes Well https://mgai-78313.medium.com/if-you-use-your-brain-well-you-can-use-your-vibes-well-83b5f125ba95 | |||
| 18:19 | A Coding Implementation to Compress and Benchmark Instruction-Tuned LLMs with FP8, GPTQ, and SmoothQuant Quantization using llmcompressor https://www.marktechpost.com/2026/05/17/a-coding-implementation-to-compress-and-benchmark-instruction-tuned-llms-with-fp8-gptq-and-smoothquant-quantization-using-llmcompressor/ | |||
| 17:01 | Why Single LLMs Lie About Their Confidence — And What Multi-Agent Systems Do Instead https://medium.com/@pandeynishtha2024ssi/why-single-llms-lie-about-their-confidence-and-what-multi-agent-systems-do-instead-e738b3261c2e | |||
| 16:18 | The Death of the Prompt Engineer: What Building Agentic Systems Actually Feels Like https://medium.com/@gnanadeep52/the-death-of-the-prompt-engineer-what-building-agentic-systems-actually-feels-like-a1a77e20a7cf | |||
| 16:07 | The Transformative Potential of AI-Driven Models in Economics of Airworthiness — Combined Economic… https://medium.com/deep-in-deeptech/the-transformative-potential-of-ai-driven-models-in-economics-of-airworthiness-combined-economic-b1a06bd65aab | |||
| 16:04 | Mistral's CEO: Europe has 2 years to stop becoming America's AI 'vassal state' https://www.businessinsider.com/mistral-ceo-warns-europe-2-years-avoid-us-ai-dependence-2026-5 | |||
| 15:47 | How AI Chat Assistants Work https://codefarm0.medium.com/how-ai-chat-assistants-work-545bdb6faf17 | |||
| 15:45 | Continuous Diffusion Language Models Were Held Back by a Habit, Not a Limitation https://medium.com/@AdithyaGiridharan/continuous-diffusion-language-models-were-held-back-by-a-habit-not-a-limitation-6b95a9c38713 | |||
| 15:25 | Workflow Orchestration Patterns in Microsoft Agent Framework https://medium.com/@sac.nan/workflow-orchestration-patterns-in-microsoft-agent-framework-1690d4844825 | |||
| 15:24 | The Token Economy of Agent Networks https://medium.com/3k-technologies/the-token-economy-of-agent-networks-63507fb48d70 | |||
| 15:22 | ChatGPT to Claude Without Errors (Pro Guide) https://medium.com/@ritikkungwani8888/chatgpt-to-claude-without-errors-pro-guide-d880bc25e069 | |||
| 15:20 | How G-EVAL improvements vanilla LLM-as-a-judge https://ameer-saleem.medium.com/how-g-eval-improvements-vanilla-llm-as-a-judge-6e11597d928e | |||
| 15:15 | My AI agent kept breaking things. Every bug became a rule. Now I have a full governance system. https://medium.com/@diew.ch/my-ai-agent-kept-breaking-things-every-bug-became-a-rule-now-i-have-a-full-governance-system-ac70f0b188bf | |||
| 15:12 | Shrinking DistilBERT for Local CPU Inference https://medium.com/@nagachaitanyainamdar/shrinking-distilbert-for-local-cpu-inference-815141cf1b12 | |||
| 14:57 | KV cache is becoming the memory hierarchy of inference https://touchdown-labs.com/blog/kv-cache-memory-hierarchy-inference.html | |||
| 14:53 | How an LLM uses tools https://dave-c.medium.com/how-an-llm-uses-tools-1bb660df3a87 | |||
| 14:10 | Verite!: Teaching an Encoder to Smell a Lie Across Seven Domains https://medium.com/@daxlia.work/verite-teaching-an-encoder-to-smell-a-lie-across-seven-domains-4a37a8edf6f9 | |||
| 14:03 | Reinforcement Learning from Human Feedback (RLHF) https://medium.com/nextgenllm/reinforcement-learning-from-human-feedback-rlhf-6eebef25c2f5 | |||
| 13:21 | Credit Card Fraud Detection Using Machine Learning: A Complete EndtoEnd Analysis https://medium.com/@brymex11/credit-card-fraud-detection-using-machine-learning-a-complete-end-to-end-analysis-fa77085cd537 | |||
| 12:23 | How LLMs Are Built: Checkpoints, Loss Curves & Training Stability https://medium.com/@QuarkAndCode/how-llms-are-built-checkpoints-loss-curves-training-stability-fb29de178be1 | |||
| 12:05 | What we learned from a cringey courtroom drama between Elon Musk and Sam Altman https://www.theguardian.com/us-news/2026/may/16/what-we-learned-elon-musk-sam-altman | |||
| 11:39 | How AI Will Reshape Offensive Cyber Security (And Why Hackers Should Pay Attention) https://medium.com/@yua.mikanana19/how-ai-will-reshape-offensive-cyber-security-and-why-hackers-should-pay-attention-15dd5912db7c | |||
| 11:32 | ChatGPT vs Claude for Daily Work: I Used Both for 60 Days https://b2bsalesguru.medium.com/chatgpt-vs-claude-for-daily-work-i-used-both-for-60-days-ba1d08f9835f | |||
| 11:26 | Your AI Agent Failed in Production. Now What? https://medium.com/@upendra.bhandari/your-ai-agent-failed-in-production-now-what-d55a50c7d269 | |||
| 11:01 | What AI Agent Skills Are
and How They Work https://mdjamilkashemporosh.medium.com/what-ai-agent-skills-are-and-how-they-work-6055dd17e872 | |||
| 11:01 | Memory, Learning, and Personalization Are Three Different Problems https://medium.com/@prdeepak.babu/memory-learning-and-personalization-are-three-different-problems-8ba22fce8566 | |||
| 10:56 | RAG 1.0 vs RAG SOTA. https://medium.com/@swarnenduiitb2020/rag-1-0-vs-rag-sota-dda5f0368ac1 | |||
| 10:54 | Redefining Software Testing with GenAI — Part 3: Turning AI Requests into Reliable Test Results… https://medium.com/ai-qa-nexus/redefining-software-testing-with-genai-part-3-turning-ai-requests-into-reliable-test-results-8bd09fb7d784 | |||
| 10:54 | The “Content Idea Generator” Prompt Every Creator Should Save https://medium.com/@noblefin10/the-content-idea-generator-prompt-every-creator-should-save-e4838420b3da | |||
| 10:54 | I Made GPT and Claude Audit Each Other on the Same Tyre Image https://medium.com/@surajit.das0320/i-made-gpt-and-claude-audit-each-other-on-the-same-tyre-image-7bf8dda183c8 | |||
| 10:44 | The Post-Pretraining Blueprint: Sovereign Compute, Mathematical Governance, and the Triad of… https://medium.com/ai-simplified-in-plain-english/the-post-pretraining-blueprint-sovereign-compute-mathematical-governance-and-the-triad-of-386769bb8201 | |||
| 09:53 | Which AI Model Would You Choose for Your Next Product? https://medium.com/codetodeploy/which-ai-model-would-you-choose-for-your-next-product-b26a18d456b5 | |||
| 07:45 | Pro Tip: Teach Your LLMs the Business, Not the Trivia https://medium.com/@anmolsoin1/pro-tip-teach-your-llms-the-business-not-the-trivia-22921fa7532c | |||
| 07:44 | What is RAG? The plain-English guide to giving AI a memory https://medium.com/@parthbissa5/what-is-rag-the-plain-english-guide-to-giving-ai-a-memory-5c8aa2711046 | |||
| 07:35 | Why I Used Three Different LLMs to Build One Interview Coach https://h11laddhad.medium.com/why-i-used-three-different-llms-to-build-one-interview-coach-11131ca489d6 | |||
| 07:13 | Securing LLM Model Endpoints: Giải pháp Auth cho KServe + Knative Serving https://medium.com/@huulinhcvp/securing-llm-model-endpoints-gi%E1%BA%A3i-ph%C3%A1p-auth-cho-kserve-knative-serving-c8cd8c469eda | |||
| 07:09 | Musk vs. Altman week 3: Elon Musk and Sam Altman traded blows over each other's https://www.technologyreview.com/2026/05/15/1137357/musk-v-altman-week-3/ | |||
| 06:54 | Trying Gemini Robotics-ER 1.6 Preview on Agricultural Images https://yukifuruta.medium.com/trying-gemini-robotics-er-1-6-preview-on-agricultural-images-d69de6a5c475 | |||
| 06:44 | When AI Harnesses Become Corporate Cosplay https://medium.com/@lilaroka.1199/when-ai-harnesses-become-corporate-cosplay-4e9e4edc4c65 | |||
| 06:40 | How a road-network library helped me catch design-time bugs in 200-layer neural networks https://medium.com/@stella.gao.89/how-a-road-network-library-helped-me-catch-design-time-bugs-in-200-layer-neural-networks-3ee6e1ce4e13 | |||
| 06:34 | Building a Production-Grade AI Agent on AWS https://medium.com/@ctiwarinitk/building-a-production-grade-ai-agent-on-aws-789220e00bad | |||
| 06:20 | Five Anti-Patterns of Monolithic AI That Cost Klarna and OpenAI Millions https://medium.com/@wasowski.jarek/five-anti-patterns-of-monolithic-ai-that-cost-klarna-and-openai-millions-43b79204f987 | |||
| 06:12 | LLM Inference under the hood: Part 1 KV cache. https://medium.com/@nikhilrasineni/llm-inference-under-the-hood-part-1-kv-cache-3b47fc05e054 | |||
| 06:05 | How I Added RAG to a Personal Finance Agent — Without a Vector Database https://medium.com/@rishabh989/how-i-added-rag-to-a-personal-finance-agent-without-a-vector-database-0c442491c403 | |||
| 04:24 | From industrial RAG to a bounded LLM agent: a root-cause-analysis workbench https://medium.com/@oldfairy/from-industrial-rag-to-a-bounded-llm-agent-a-root-cause-analysis-workbench-99fca04a1bbc | |||
| 03:46 | Matrix Multiplication at Scale: The Unreasonable Emergence of Intelligence https://medium.com/@swarnenduiitb2020/matrix-multiplication-at-scale-the-unreasonable-emergence-of-intelligence-c1b3b1c63226 | |||
| 03:45 | Part 2: Beyond “Just Ask”: Advanced Prompt Engineering Strategies for Complex Tasks https://medium.com/@kavindyakariyawasam01/part-2-beyond-just-ask-advanced-prompt-engineering-strategies-for-complex-tasks-789cb5d1e041 | |||
| 03:14 | A Guerra dos Padrinhos: 6 Revelações Surpreendentes sobre o Futuro da IA https://medium.com/@marcialwushu/a-guerra-dos-padrinhos-6-revela%C3%A7%C3%B5es-surpreendentes-sobre-o-futuro-da-ia-ae78d2619d35 | |||
| 03:07 | I Tested OpenAI's Mobile Codex on 18 PRs From My iPhone — Its Free Tier Killed Anthropic's 0/mo… https://pub.towardsai.net/i-tested-openais-mobile-codex-on-18-prs-from-my-iphone-its-free-tier-killed-anthropic-s-200-mo-c38c91bcf6e6 | |||
| 03:00 | Multi-Agent Systems for Business: When to Use Them, When Not To https://sanjanapilli6.medium.com/multi-agent-systems-for-business-when-to-use-them-when-not-to-5d778814d85c | |||
| 02:59 | AI Content Repurposing: The 1→5 Formula That Actually Works https://belovroman.medium.com/ai-content-repurposing-the-1-5-formula-that-actually-works-44d17d9d337d | |||
| 02:53 | Why Recurrence Died in 15 Pages https://arusharma.medium.com/why-recurrence-died-in-15-pages-7b9e31e9a6bc | |||
| 02:50 | AI is reorganizing DevOps. The fight worth watching isn’t where you think. https://medium.com/predict/ai-is-reorganizing-devops-the-fight-worth-watching-isnt-where-you-think-af6c37f586f4 | |||
| 02:49 | Is LangChain Dead in 2026? https://medium.com/@batth.maninder/is-langchain-dead-in-2026-972d844e3b43 | |||
| 02:12 | How I Accidentally Built an LLM Orchestration System in the Browser https://medium.com/@antonmbtt/how-i-accidentally-built-an-llm-orchestration-system-in-the-browser-957d3853de1d | |||
| 01:22 | AI Agents Do Not Just Forget. They Poison Their Own Context. https://medium.com/@youth_k/ai-agents-do-not-just-forget-they-poison-their-own-context-6f5668c30f37 | |||
| 01:05 | RAG vs CAG : deux approches qui transforment la manière dont les IA accèdent à la connaissance https://medium.com/@nadialayt/rag-vs-cag-deux-approches-qui-transforment-la-mani%C3%A8re-dont-les-ia-acc%C3%A8dent-%C3%A0-la-connaissance-58d11cf65c0b | |||
| 00:35 | LLM Diversity: a decoding scheme that pulls the long tail of an LLM’s knowledge into actual outputs https://medium.com/@queenieluo0215/recoding-decoding-a-decoding-scheme-that-pulls-the-long-tail-of-an-llms-knowledge-into-actual-462f77e8b678 | |||
| Saturday, 2026-05-16 | ||||
| 23:01 | Anatomy of an Agent Skill: From Prompts to Modular Agent Components https://medium.com/@prarthanasewmini2001/anatomy-of-an-agent-skill-5734faffc713 | |||
| 22:43 | It’s All About Context: Understanding Prompting, RAG, Tools, and Agents https://medium.com/@mireillelock/its-all-about-context-understanding-prompting-rag-tools-and-agents-da25cc27d159 | |||
| 22:41 | How to Estimate LLM API Cost Before Shipping Your AI App https://superml.medium.com/how-to-estimate-llm-api-cost-before-shipping-your-ai-app-4c83d9b5dd1b | |||
| 22:27 | Attack Success Rate pode estar enganando pesquisas de segurança em LLMs https://medium.com/@gugacyber/attack-success-rate-pode-estar-enganando-pesquisas-de-seguran%C3%A7a-em-llms-ba92df8176ec | |||
| 22:23 | Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context https://www.marktechpost.com/2026/05/16/nous-research-proposes-lighthouse-attention-a-training-only-selection-based-hierarchical-attention-that-delivers-1-4-1-7x-pretraining-speedup-at-long-context/ | |||
| 22:07 | OpenAI caught NPM supply chain chaos after employeedevices compromised https://www.theregister.com/security/2026/05/15/openai-caught-in-tanstack-npm-supply-chain-chaos-after-employee-devices-compromised/5241019 | |||
| 21:48 | Agent Lineage Preservation: The Missing Layer Between Prompts, Memory, and Model Portability https://medium.com/@wonderingmax/agent-lineage-preservation-the-missing-layer-between-prompts-memory-and-model-portability-b300c9ac0789 | |||
| 21:43 | DeepSeek OCR 2 Launches With Visual Causal Flow for Better Document Understanding https://medium.com/@aksrivastava2804/deepseek-ocr-2-launches-with-visual-causal-flow-for-better-document-understanding-c6cf5db4850e | |||
| 21:38 | NTK-Aware Interpolation in YaRN — The Missing Intuition Behind Long Context LLMs https://medium.com/@sankhoroy/ntk-aware-interpolation-in-yarn-the-missing-intuition-behind-long-context-llms-54fa81494b57 | |||
| 21:37 | Rules vs Skills: como dar memória e habilidades ao seu agente de IA https://medium.com/@rgdev/rules-vs-skills-como-dar-mem%C3%B3ria-e-habilidades-ao-seu-agente-de-ia-bc1d164d8ed9 | |||
| 20:37 | Rust Token Killer: Save Claude Code Tokens with This Rust Binary https://blog.stackademic.com/rust-token-killer-save-claude-code-tokens-with-this-rust-binary-761641e76bda | |||
| 20:27 | The Curvature https://medium.com/@hagen.finley_71/the-curvature-e65cf7babb51 | |||
| 20:14 | OpenAI and Government of Malta partner to roll out ChatGPT Plus to all citizens https://openai.com/index/malta-chatgpt-plus-partnership/ | |||
| 19:59 | MTPLX Is 2.04× Faster Than MLX — But Is It Really Usable? https://xhinker.medium.com/mtplx-is-2-04-faster-than-mlx-but-is-it-really-usable-519621f718fd | |||
| 19:43 | Why AI Inference Is Harder Than It Looks https://medium.com/@aryanraj2713/why-ai-inference-is-harder-than-it-looks-d00d370f3aa8 | |||
| 19:38 | AI Models: We Compare More Than We Build https://medium.com/@coolmotu/ai-models-we-compare-more-than-we-build-2f0d7a305cb5 | |||
| 19:20 | AI-Powered Document Question Answering System Using Retrieval-Augmented Generation (RAG) and Large… https://medium.com/@mkj6447/ai-powered-document-question-answering-system-using-retrieval-augmented-generation-rag-and-large-5b4db53fbd01 | |||
| 19:02 | ArXiv will ban submitters of AI-generated slop for one year https://arstechnica.com/science/2026/05/preprint-server-arxiv-will-ban-submitters-of-ai-generated-hallucinations/ | |||
| 18:51 | Why MCP? The Story of How AI Finally Got Its Act Together https://medium.com/@nikitacbudholiya/why-mcp-the-story-of-how-ai-finally-got-its-act-together-813f01548084 | |||
| 18:48 | AI Agent Best Practices: Production-Ready Harness Engineering (2026 Guide) https://medium.com/@tort_mario/ai-agent-best-practices-production-ready-harness-engineering-2026-guide-c1236d713fac | |||
| 18:25 | Agent Frameworks Are Not All the Same: A Design Philosophy Map in 2026 https://medium.com/@jy00295005/agent-frameworks-are-not-all-the-same-a-design-philosophy-map-in-2026-2fd05670b81d | |||
| 18:25 | The LLMPositive Guy Manifesto https://medium.com/@stjamlb/the-llmpositive-guy-manifesto-49fc984ca357 | |||
| 18:23 | Master the Foundations of Large Language Models https://medium.com/@ajaykrishna.m1237890/master-the-foundations-of-large-language-models-b288c65c34f2 | |||
| 18:19 | The 90% Rule: Why You’re Using Claude All Wrong (And How to Fix It Today) https://medium.com/@jalpeshvasa/the-90-rule-why-youre-using-claude-all-wrong-and-how-to-fix-it-today-91a157d82a7e | |||
| 18:09 | CC: Anthropic API Error: 500 Internal Server Error https://github.com/anthropics/claude-code/issues/59743 | |||
| 18:05 | Malta gives citizens a paid version of ChatGPT Plus for free https://ranked.news/malta-gives-citizens-a-paid-version-of-chatgpt-plus-for-free | |||
| 17:58 | Stop Dumping Project Rules into Your LLM Context Window https://medium.com/@revanthpobala/stop-dumping-project-rules-into-your-llm-context-window-06f52d6beba4 | |||
| 17:09 | Inside the Answer: How Aara Generates a Response from Nothing https://medium.com/@nprasann/inside-the-answer-how-aara-generates-a-response-from-nothing-85d7d86c6ea0 | |||
| 16:56 | OpenAI's Founding Story Told Through Musk vs. Altman Trial Exhibits https://www.plainsite.org/documents/collection.html | |||
| 16:14 | Why LLM-based Agents Matter for Network Operations and AIOps https://medium.com/@cse.bilal/why-llm-based-agents-matter-for-network-operations-and-aiops-0e593b22977f | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a