LLM News and Articles
| Thursday, 2026-05-21 | ||||
| 10:50 | A common mistake when getting started with self-hosted LLM serving is treating it like deploying a… https://rajyadavsredev.medium.com/a-common-mistake-when-getting-started-with-self-hosted-llm-serving-is-treating-it-like-deploying-a-5348dedda2ad | |||
| 10:48 | High-Quality Data Is Expensive and Hard to Buy. Let Skills Build It https://medium.com/@yijunx/high-quality-data-is-expensive-and-hard-to-buy-let-skills-build-it-5a26ed9a74ed | |||
| 10:36 | The Geometry of Meaning: Overriding AI Guardrails and Accessing Non-Arbitrary Phonosemantic… https://medium.com/@bulanramai2558/the-geometry-of-meaning-overriding-ai-guardrails-and-accessing-non-arbitrary-phonosemantic-ebc6378ee54c | |||
| 10:32 | Trying Gemini 3.5 Flash from Google I/O 2026 — the parts you can use for free https://medium.com/@kosukeokura/trying-gemini-3-5-flash-from-google-i-o-2026-the-parts-you-can-use-for-free-3468a799102b | |||
| 10:29 | About a year ago we ran GPU utilization reports across our clusters and came up with an average of… https://rajyadavsredev.medium.com/about-a-year-ago-we-ran-gpu-utilization-reports-across-our-clusters-and-came-up-with-an-average-of-a743a708aab9 | |||
| 09:43 | Nvidia unveils its spreading language model, "Nemotron-Labs-Diffusion" https://huggingface.co/nvidia/Nemotron-Labs-Diffusion-14B | |||
| 09:33 | What is Machine Learning? https://medium.com/@ulainnoor957/what-is-machine-learning-0abc3e93bb8f | |||
| 09:21 | Hardware LLM Taalas Reaches >14,000 TPS on Llama 3.1 8B https://taalas.com/products/ | |||
| 09:16 | Anthropic on track for first profitable quarter https://www.ft.com/content/a67248e7-f819-4dba-b0f7-3847df0a75f3 | |||
| 09:13 | Anthropic is paying SpaceX .25B/month and other things hidden in the S-1 https://italianelite.eu/articles/spacex-s1-deep-dive.html | |||
| 08:52 | Hands-On with The Modern Software Developer CS146S: What Worth It and What to Skip https://sendoh-daten.medium.com/hands-on-with-standford-the-modern-software-developer-cs146s-what-worth-it-and-what-to-skip-d095dc80fa0f | |||
| 08:22 | Can ChatGPT order a jumbo breakfast roll without messing up? https://www.rte.ie/brainstorm/2026/0520/1574290-chat-gpt-breakfast-roll-irish-english-dialect-phrases-lingusitics/ | |||
| 07:47 | Show HN: Asciidia – LLM-Powered Game https://asciidia.com | |||
| 07:45 | Context Engineering: The Secret Behind AI That Actually Works ✨ https://medium.com/@ashenbhagye/context-engineering-the-secret-behind-ai-that-actually-works-9b12a4de4edf | |||
| 07:44 | Knowledge Graphs: The Real Game Changer … but Hard to Build and Maintain https://thilo-hermann.medium.com/knowledge-graphs-the-real-game-changer-but-hard-to-build-and-maintain-9c3d25f19d67 | |||
| 07:39 | Building a Lightning-Fast Search Relevance Ranker https://blog.zeptonow.com/building-a-lightning-fast-search-relevance-ranker-9319943a3880 | |||
| 07:30 | LLM: Documentation driven exploration for big codebase https://github.com/Anhydrite/doc-torn | |||
| 07:28 | The Model Is Not the Product: Why Your LLM’s Harness Determines Everything https://medium.com/@amariah.abish/the-model-is-not-the-product-why-your-llms-harness-determines-everything-084521c1776a | |||
| 07:27 | I Found a Prompt Injection Vulnerability in DeepHat - And They Never Responded https://medium.com/@tanmoymondaltanmoy94/i-found-a-prompt-injection-vulnerability-in-deephat-and-they-never-responded-5e1faeedcc19 | |||
| 07:15 | When AI Gets Desperate, It Cheats. Anthropic Just Proved It. https://fferoz.medium.com/when-ai-gets-desperate-it-cheats-anthropic-just-proved-it-0e4b9efbee36 | |||
| 07:11 | The Model Context Protocol (MCP): Why It Will Become an Industry Standard https://medium.com/kairi-ai/the-model-context-protocol-mcp-why-it-will-become-an-industry-standard-928e122844b8 | |||
| 06:53 | How I Cut My Claude Code Cost Usage in Half? https://medium.com/@jonathan.tunguyen/how-i-cut-my-claude-code-cost-usage-in-half-4e9376515369 | |||
| 06:38 | I Asked Ollama, Cohere, and Claude the Same Question About My Data. Only One Didn’t Lie. https://medium.com/@spoorthisetty99/i-asked-ollama-cohere-and-claude-the-same-question-about-my-data-only-one-didnt-lie-568eed939f55 | |||
| 06:37 | Hardening Local Artificial Intelligence: Architecture of a Protected Legal Appliance https://andreabelvedere.medium.com/hardening-local-artificial-intelligence-architecture-of-a-protected-legal-appliance-661103fcd227 | |||
| 06:28 | 3× Faster and Sharper Output. Same Model. Same Machine — 10 Tuning Tips That Supercharge Your LLMs https://medium.com/@andreas.burner_92036/3-faster-and-sharper-output-same-model-same-machine-10-tuning-tips-that-supercharge-your-llms-f65e861104b0 | |||
| 06:05 | The Zero Signal Effect: Umgang mit halluzinierenden LLMs https://medium.com/@kristina-neureuther/the-zero-signal-effect-umgang-mit-halluzinierenden-llms-f765a9e90c3d | |||
| 05:58 | Anthropic says it's about to have its first profitable quarter https://techcrunch.com/2026/05/20/anthropic-says-its-about-to-have-its-first-profitable-quarter/ | |||
| 05:54 | OpenAI Stargate: where the US sites stand https://epoch.ai/blog/openai-stargate-where-the-us-sites-stand | |||
| 05:31 | Beyond Self Refinement: Mitigating “Plausible Unsupported Success” via Cross Model Adversarial… https://medium.com/@harshit.sinha0910/beyond-self-refinement-mitigating-plausible-unsupported-success-via-cross-model-adversarial-d7330d5e3539 | |||
| 03:58 | Chasing Unicorns https://medium.com/inteliaengineering/chasing-unicorns-388d68db6759 | |||
| 03:40 | The Request Is the Wrong Unit of Scale for LLMs on Kubernetes https://medium.com/the-persistent-engineer/the-request-is-the-wrong-unit-of-scale-for-llms-on-kubernetes-2a8938aac53d | |||
| 03:39 | Shipping LLMs (Part 6/6): How to Stop an LLM Agent From Looping https://medium.com/@harshiljani2002/shipping-llms-part-6-6-how-to-stop-an-llm-agent-from-looping-e419ead7d23c | |||
| 03:37 | From PDFs to LLM-Ready Markdown in Google Colab — A Simple Pipeline for Agentic AI https://medium.com/@drjeffchagas/from-pdfs-to-llm-ready-markdown-in-google-colab-a-simple-pipeline-for-agentic-ai-a0fa79694210 | |||
| 03:36 | Build an AI-Powered Dockerfile Generator Using Ollama and Gemini API https://agash-s.medium.com/build-an-ai-powered-dockerfile-generator-using-ollama-and-gemini-api-aa592b20213a | |||
| 03:32 | Machine Learning, Deep Learning, and LLMs: The Same Foundation at Different Scales https://medium.com/trading-data-analysis/machine-learning-deep-learning-and-llms-the-same-foundation-at-different-scales-9ed48d75281a | |||
| 03:28 | How to Write Prompts That Claude/Cursor Actually Understand https://madhavmansuriya40.medium.com/how-to-write-prompts-that-claude-cursor-actually-understand-e87be3f98678 | |||
| 03:21 | Stop Rewriting LLM Code: llmbridge Gives Go One Interface for All of It https://medium.com/@vedanshu7.joshi/stop-rewriting-llm-code-llmbridge-gives-go-one-interface-for-all-of-it-a9a266ebedb7 | |||
| 03:08 | AI Agent Cost Explosion: The 10x Production Problem https://medium.com/predict/ai-agent-cost-explosion-the-10x-production-problem-c1c191877053 | |||
| 03:08 | Which Open-Source Model Wins? https://medium.com/@tiwanafasih/which-open-source-model-wins-7cff84f630a1 | |||
| 02:56 | Reasoning Models — How “Thinking” Actually Works https://medium.com/@charan.panthangi/reasoning-models-how-thinking-actually-works-59f543ea48be | |||
| 02:50 | How Transformers Quietly Became the Foundation of Modern AI https://medium.com/@genaishaktesh/how-transformers-quietly-became-the-foundation-of-modern-ai-3dd8eecf6719 | |||
| 02:24 | OpenAI to confidentially file for IPO as soon as Friday https://www.cnbc.com/2026/05/20/openai-ipo-filing.html | |||
| Wednesday, 2026-05-20 | ||||
| 23:57 | The Designing Multi-Agent Deep Search Systems recording is now available + 50% Discount Till the… https://medium.com/to-data-beyond/the-designing-multi-agent-deep-search-systems-recording-is-now-available-50-discount-till-the-07a2d44a13f4 | |||
| 23:22 | How I Stumbled Into the World of LLMs https://medium.com/@ramashare212217/how-i-stumbled-into-the-world-of-llms-3fee6ec28aa6 | |||
| 23:21 | Building a Better Watchlist for Swing Traders https://medium.com/@astra.stocks.12/building-a-better-watchlist-for-swing-traders-ae03becdfe59 | |||
| 23:20 | Why News Context Matters Alongside Technical Indicators https://medium.com/@astra.stocks.12/why-news-context-matters-alongside-technical-indicators-a603b225fbd6 | |||
| 23:12 | Introduction to AI Agents: From Perception-Reason-Action to LLM-Powered Systems https://medium.com/nextgenllm/introduction-to-ai-agents-from-perception-reason-action-to-llm-powered-systems-f736e025537a | |||
| 23:05 | Moe inference optimizations: 15% lower expert load by request reordering https://blog.doubleword.ai/moe-expert-coactivations | |||
| 22:28 | Shipping LLMs (Part 5/6): Where Your LLM Tokens Actually Go https://medium.com/@harshiljani2002/shipping-llms-part-5-6-where-your-llm-tokens-actually-go-1d81ef59513f | |||
| 22:24 | LLMs, Mechanical Work, Craft, and You https://medium.com/never-stop-writing/llms-mechanical-work-craft-and-you-3bd8b2131a3a | |||
| 22:21 | SpaceX IPO Filing Reveals Anthropic Is Paying B/Year to Access Data Centers https://www.wired.com/story/spacex-ipo-anthropic-compute-finances-risks/ | |||
| 22:21 | G²RID: The Borg Effect and the Case for Decentralized AI Inference https://medium.com/@GaMechanic/g%C2%B2rid-the-borg-effect-and-the-case-for-decentralized-ai-inference-03b02ab4dc81 | |||
| 22:11 | AI Isn’t Getting Cheaper. So Who Gets to Build the Future? https://medium.com/@vikram9880/ai-isnt-getting-cheaper-so-who-gets-to-build-the-future-ffe1a6fb4d32 | |||
| 22:03 | Mind-Blowing Growth Is About to Propel Anthropic into First Profitable Quarter https://www.wsj.com/tech/ai/mind-blowing-growth-is-about-to-propel-anthropic-into-its-first-profitable-quarter-7edbf2f4 | |||
| 21:53 | Sam Altman makes 'mic drop' offer to every Y Combinator startup https://techcrunch.com/2026/05/20/sam-altman-makes-mic-drop-offer-to-every-y-combinator-startup/ | |||
| 21:26 | How to Build Secure AI: Implementing Guardrails for Enterprise LLM https://ai.plainenglish.io/how-to-build-secure-ai-implementing-guardrails-for-enterprise-llm-8b6af4e7a4c2 | |||
| 21:12 | Google wants us to normalize 0 per subscription https://medium.com/@jklobnm153/google-wants-us-to-normalize-100-per-subscription-d1e25f38be8f | |||
| 21:11 | PopuLoRA: Co-Evolving LLM Populations for Reasoning Self- Play https://vmax.ai/team/populora-co-evolving-llm-populations-for-reasoning-self-play | |||
| 20:55 | Anthropic is expanding to Colossus2. Will use GB200 https://xcancel.com/nottombrown/status/2057194829986300375 | |||
| 20:55 | Anthropic is expanding to Colossus2. Will use GB200 https://twitter.com/nottombrown/status/2057194829986300375 | |||
| 20:50 | Between stochastic parrots and conscious machines, is there a third way? https://medium.com/@enrico.desantis/between-stochastic-parrots-and-conscious-machines-is-there-a-third-way-b452978b6784 | |||
| 20:26 | OpenAI Guaranteed Capacity https://openai.com/business/guaranteed-capacity/ | |||
| 20:23 | The results are in: LLMs think like us. No word salad. https://medium.com/@paul.k.pallaghy/the-results-are-in-llms-think-like-us-no-word-salad-5decd46e1815 | |||
| 20:09 | Frontier Cybersecurity AI Just Walked Away From Token Pricing — Here’s Why It Matters https://aecardonac.medium.com/frontier-cybersecurity-ai-just-walked-away-from-token-pricing-heres-why-it-matters-b1f14e30ad40 | |||
| 19:45 | AI Dünyasında Markdown’ın Gücü: Skills Dosyaları ile Akıllı Prompt Kullanımı https://sahinbolukbasi.medium.com/ai-d%C3%BCnyas%C4%B1nda-markdown%C4%B1n-g%C3%BCc%C3%BC-skills-dosyalar%C4%B1-ile-ak%C4%B1ll%C4%B1-prompt-kullan%C4%B1m%C4%B1-ff28883fd443 | |||
| 19:42 | Stop Running LLM Workloads on Vanilla Kubernetes https://medium.com/@mateenanjum/stop-running-llm-workloads-on-vanilla-kubernetes-98b84d71795c | |||
| 19:42 | OpenAI co-founder Andrej Karpathy joins Anthropic https://techcrunch.com/2026/05/19/openai-co-founder-andrej-karpathy-joins-anthropics-pre-training-team/ | |||
| 19:42 | LLM Cost Tracking for Rails https://medium.com/@sergii-khomenko/llm-cost-tracking-for-rails-70fff46f01e5 | |||
| 19:31 | Training SID-1 to beat GPT-5 at search with 1k+ QPS RL https://turbopuffer.com/blog/reinforcement-learning-sid-ai | |||
| 19:28 | Getting Started with Milvus: A Beginner’s Guide to Vector Databases and RAG | Sagar Patil https://sagarpatil2000.medium.com/getting-started-with-milvus-a-beginners-guide-to-vector-databases-and-rag-sagar-patil-76cbed135580 | |||
| 19:25 | Let’s Convert LLM Transformers to Simple Meaning https://medium.com/@rajbhupendra588/lets-convert-llm-transformers-to-simple-meaning-f40700b28c34 | |||
| 19:11 | Microsoft Just Published the Problem about LLM. Here’s the Methodology to Solve It. https://medium.com/@melaniemaquet/microsoft-just-published-the-problem-about-llm-heres-the-methodology-to-solve-it-69fac6460af1 | |||
| 19:07 | The LLM Tooling Ecosystem, Explained https://medium.com/@karthikmulugu/the-llm-tooling-ecosystem-explained-175a81340ab9 | |||
| 19:05 | An OpenAI model has disproved a central conjecture in discrete geometry https://openai.com/index/model-disproves-discrete-geometry-conjecture/ | |||
| 19:01 | The Secret Behind Claude Code’s Retrieval: Why Live Search Fits Better than RAG https://pub.towardsai.net/the-secret-behind-claude-codes-retrieval-why-live-search-fits-better-than-rag-530b2a8c67cd | |||
| 18:39 | Why Can’t You Say “One Hour Was Lasted by the Meeting”? Language Models Help Reveal the Answer https://nyudatascience.medium.com/why-cant-you-say-one-hour-was-lasted-by-the-meeting-language-models-help-reveal-the-answer-c8b388755d1e | |||
| 18:38 | If an LLM is too expensive it won't be next year http://liveatthewitchtrials.blogspot.com/2026/05/if-llm-is-too-expensive-it-wont-be-next.html | |||
| 18:34 | I Built The UI For Your AI Agent Platform. Here’s What You Need To Know. https://medium.com/@fiadeepspace/i-built-the-ui-for-your-ai-agent-platform-heres-what-you-need-to-know-9daf3e02ef50 | |||
| 18:31 | Google Finally Published Its Official Guide to AI Search Optimization. https://medium.com/neuralnotions/google-finally-published-its-official-guide-to-ai-search-optimization-2125a28b1b5a | |||
| 18:31 | DeepSeek for Business Automation: The API That’s Changing How Teams Work https://medium.com/@uladzislaubayouski/deepseek-for-business-automation-the-api-thats-changing-how-teams-work-46c94da70950 | |||
| 18:11 | Sam Altman is giving OpenAI tokens in exchange for equity in YC Companies https://www.inc.com/ben-sherry/sam-altman-says-openai-will-exchange-this-critical-ai-asset-for-startup-equity/91347395 | |||
| 17:44 | The Missing Runtime Between AI Agents and Enterprise Backends — Part 2 of 2 https://levelup.gitconnected.com/the-missing-runtime-between-ai-agents-and-enterprise-backends-part-2-of-2-54dab8e415ce | |||
| 17:43 | Being Rude to LLMs Hurts More Than Being Polite Helps https://medium.com/@kishanvavdara/being-rude-to-llms-hurts-more-than-being-polite-helps-b371e85e525a | |||
| 17:40 | How to Test PHP Code That Calls an LLM Without Spending 0 a Month https://levelup.gitconnected.com/how-to-test-php-code-that-calls-an-llm-without-spending-400-a-month-53b6c25f98e8 | |||
| 17:36 | Anthropic Claude Code sandbox bypass allows second data exfiltration exploit https://oddguan.com/blog/second-time-same-sandbox-anthropic-claude-code-network-allowlist-bypass-data-exfiltration/ | |||
| 17:34 | OpenAI Agents SDK Sandboxes: Which one should you choose? https://www.superserve.ai/blog/openai-agents-sdk-sandboxes-which-provider-should-you-actually-use/ | |||
| 17:22 | OpenAI Prepares to File to Go Public in Coming Weeks https://www.nytimes.com/2026/05/20/technology/openai-ipo.html | |||
| 17:19 | Polymarket launches private company trading for speculating on Anthropic, OpenAI https://www.cnbc.com/2026/05/19/polymarket-launches-private-company-trading-so-investors-can-speculate-on-anthropic-openai.html | |||
| 17:13 | OpenAI Is Preparing to File for an IPO in the Coming Days or Weeks https://www.wsj.com/tech/ai/openai-ipo-filing-date-0ec95af5 | |||
| 16:24 | OpenAI Is Preparing to File for an IPO Soon https://www.wsj.com/tech/ai/openai-is-preparing-to-file-for-an-ipo-very-soon-0ec95af5 | |||
| 16:19 | Fears of unfettered hacking spurred by Anthropic's Mythos AI model overstated https://www.reuters.com/business/fears-unfettered-hacking-spurred-by-anthropics-mythos-ai-model-overstated-2026-05-20/ | |||
| 15:40 | From RAG to Agentic AI Systems: Why Vectorless RAG and Knowledge Graphs Are the Next Step https://medium.com/@duttabipul927/from-rag-to-agentic-ai-systems-why-vectorless-rag-and-knowledge-graphs-are-the-next-step-f364ba9f5743 | |||
| 15:34 | AI Explained Like a Real-World Service Desk: A Layman’s Guide to How Modern AI Systems Actually… https://medium.com/aegisops/ai-explained-like-a-real-world-service-desk-a-laymans-guide-to-how-modern-ai-systems-actually-139365d84ac9 | |||
| 15:33 | Chat client for Meshtastic LoRa mesh networks in Emacs https://git.andros.dev/andros/meshtastic.el | |||
| 15:29 | AI Adoption To AI Operations https://medium.com/insider-inc-engineering/ai-adoption-to-ai-operations-4d5b58a66640 | |||
| 15:26 | Your AI Is Searching Through a Pile of Paper Every Time You Ask It Something.Let’s https://medium.com/data-and-beyond/your-ai-is-searching-through-a-pile-of-paper-every-time-you-ask-it-something-lets-a7b9d4bbf5a7 | |||
| 15:21 | LLM Fundamentals: How Language Models Actually Work — https://switch2mac.medium.com/llm-fundamentals-how-language-models-actually-work-72949eb8a725 | |||
| 15:21 | AI Threat Modelling Is No Longer Optional, It’s the New Security Perimeter https://medium.com/@himadrisingh061/ai-threat-modelling-is-no-longer-optional-its-the-new-security-perimeter-7a4daa36e9bd | |||
| 15:12 | Payment Foundation Models via Transformer-Based Transaction Embeddings https://ravishrawal.medium.com/payment-foundation-models-via-transformer-based-transaction-embeddings-fdf2961cac95 | |||
| 15:06 | The Great AI Security Lie: Why You Cannot Patch a Guess https://medium.com/@trinitite-ai/the-great-ai-security-lie-why-you-cannot-patch-a-guess-8866a56b54eb | |||
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