LLM News and Articles
| Monday, 2026-04-06 | ||||
| 07:50 | GPU Memory for LLM Inference (Part 1) https://darshanfofadiya.com/llm-inference/gpu-memory.html | |||
| 07:45 | Save 4× GPU Memory With One Line of Python: TurboQuant + HuggingFace https://medium.com/@raghavrg09/save-4-gpu-memory-with-one-line-of-python-turboquant-huggingface-982dd8144f0c | |||
| 07:42 | I Gave an AI 340 Pages of Financial Reports.
It Answered in 3 Seconds. https://medium.com/@ankushsaha96/i-gave-an-ai-340-pages-of-financial-reports-it-answered-in-3-seconds-fec5547d76c1 | |||
| 07:33 | You Use AI Every Day. Here’s How It Can Be Tricked — And Why You Should Care. https://medium.com/@nickspanos/you-use-ai-every-day-heres-how-it-can-be-tricked-and-why-you-should-care-64152fa8b4eb | |||
| 07:31 | Stop Treating RLHF Scores as Safety Proof https://medium.com/@sparknp1/stop-treating-rlhf-scores-as-safety-proof-9e50d5592fcd | |||
| 07:22 | Why LLMs Hallucinate — And What It Really Means https://arvita-writes.medium.com/why-llms-hallucinate-and-what-it-really-means-bd1488fa483b | |||
| 07:20 | I Tested Upskill Against a Strong Prompt. Here’s What Actually Happened https://medium.com/@sjha979/i-tested-upskill-against-a-strong-prompt-heres-what-actually-happened-6d90e51e1f69 | |||
| 07:15 | Show HN: Cloclo – open-source multi-agent CLI runtime for 13 LLM providers https://www.npmjs.com/package/cloclo | |||
| 07:12 | Building Retries in Agents: How to Build AI Agents That Survive Failures https://rittikajindal.medium.com/building-retries-in-agents-how-to-build-ai-agents-that-survive-failures-32eedd2623f0 | |||
| 07:11 | Book Review: A Practical Guide to Reinforcement Learning from Human Feedback https://artgor.medium.com/book-review-a-practical-guide-to-reinforcement-learning-from-human-feedback-71c93a6c982a | |||
| 07:04 | When a Single Agent Hits Its Limits: Ayona (OpenClaw) Shift from Orchestration to Composition https://medium.com/@zabolotniua/when-a-single-agent-hits-its-limits-ayona-openclaw-shift-from-orchestration-to-composition-38492b1bab9c | |||
| 07:00 | Claude Code Superpowers & ECC: The Two Open-Source Frameworks Turning Claude Into a Senior… https://medium.com/@sanjeev23oct/claude-code-superpowers-ecc-the-two-open-source-frameworks-turning-claude-into-a-senior-461a2701113b | |||
| 06:12 | Show HN: Aiaiai.guide: Plain-English mental model for LLM apps, tools and agents https://aiaiai.guide/ | |||
| 06:01 | Claude Code Hooks https://cobusgreyling.medium.com/claude-code-hooks-f5a4a8b0e53c | |||
| 05:53 | Fuzzing the Unfuzzable: Securing LLM Applications with PromptFuzz https://medium.com/@rahiemburgess/fuzzing-the-unfuzzable-securing-llm-applications-with-promptfuzz-34be66f9fe39 | |||
| 05:38 | A New Era in Software Testing with LLM and Agent Technologies https://medium.com/digigeek/a-new-era-in-software-testing-with-llm-and-agent-technologies-48311cf90299 | |||
| 04:59 | Anthropic Removed MagicDocs from Claude Code https://translunar.io/blog/2026/04/05/magicdocs-removed/ | |||
| 03:58 | Show HN: HTML to Markdown with CSS selector & XPath annotations for LLM Scraper https://github.com/lightfeed/scrapedown | |||
| 03:52 | Anthropic Measured It from Within. https://medium.com/@office.dosanko/anthropic-measured-it-from-within-7b2eb0f67f28 | |||
| 03:34 | Anthropic has a blacklist on the word "OpenClaw" https://iili.io/BuL3tKN.png | |||
| 03:29 | How We Connected LLMs to Trade With Each Other Using MCP https://medium.com/@cho165716/how-we-connected-llms-to-trade-with-each-other-using-mcp-e5c5ee2d0cf0 | |||
| 03:21 | RAG, explained: from vector search to production pipelines https://medium.com/predict/rag-explained-from-vector-search-to-production-pipelines-3cf356213e10 | |||
| 03:07 | The AI Tutor Trap https://medium.com/@alwaysharsh47/the-ai-tutor-trap-1896dd7e5460 | |||
| 02:50 | OpenAI’s “Spud” Model: The Quiet Project That Could Redefine AI https://blog.gopenai.com/openais-spud-model-the-quiet-project-that-could-redefine-ai-54e06907f4df | |||
| 02:47 | Qwen3.6-Plus is fast, cheap, but benchmarked against yesterday’s competition https://reading.sh/qwen3-6-plus-is-fast-cheap-but-benchmarked-against-yesterdays-competition-19eb6e715b55 | |||
| 02:43 | Your LLM Is Wasting Most of Its Memory. TurboQuant-GPU Fixes That. https://medium.com/coding-nexus/your-llm-is-wasting-most-of-its-memory-turboquant-gpu-fixes-that-51c2ad732efc | |||
| 02:34 | TurboQuant: How Google Is Making AI Models Smaller, Faster, and Cheaper Without Losing Their Smarts https://medium.com/@aditya9640/turboquant-how-google-is-making-ai-models-smaller-faster-and-cheaper-without-losing-their-smarts-32d0acbacbd4 | |||
| 02:33 | How AI Actually “Thinks”: A Layman’s Guide https://medium.com/@amlan_mishra/how-ai-actually-thinks-a-laymans-guide-715207343c8c | |||
| 02:15 | Building Graph Based Agentic System through Example (part2): Drilling Design Agent for Energy https://medium.com/@nayan.j.paul/building-graph-based-agentic-system-through-example-part2-drilling-design-agent-for-energy-8ec39de324f5 | |||
| 02:13 | The debate around LangChain vs LlamaIndex has become one of the most important architectural… https://medium.com/write-a-catalyst/the-debate-around-langchain-vs-llamaindex-has-become-one-of-the-most-important-architectural-2a679dc722b9 | |||
| 02:08 | Show HN: LLM Wiki – Open-Source Implementation of Karpathy's LLM Wiki https://llmwiki.app | |||
| 01:54 | TurboQuant: The Compression Algorithm That Just Made Your Vector Database Obsolete https://danwichoudhary.medium.com/turboquant-the-compression-algorithm-that-just-made-your-vector-database-obsolete-73d15dd2187d | |||
| 01:49 | Less than 24 hours until the first weekday batch starts: Building a Small Language Model https://devopslearning.medium.com/less-than-24-hours-until-the-first-weekday-batch-starts-building-a-small-language-model-1bdac829fddf | |||
| 01:16 | Anthropic blocks cli calls mentioning OpenClaw https://twitter.com/steipete/status/2040811558427648357 | |||
| 00:20 | Show HN: I built a tiny LLM to demystify how language models work https://github.com/arman-bd/guppylm | |||
| Sunday, 2026-04-05 | ||||
| 23:33 | OpenAI's fall from grace as investors race to Anthropic https://www.latimes.com/business/story/2026-04-01/openais-shocking-fall-from-grace-as-investors-race-to-anthropic | |||
| 23:31 | If LLMs Have No Memory, How Do They Remember Anything? https://pub.towardsai.net/if-llms-have-no-memory-how-do-they-remember-anything-97dc0224e46d | |||
| 23:22 | Le pipeline invisible d’un LLM : pourquoi le contenu disparaît https://medium.com/@melaniemaquet/le-pipeline-invisible-dun-llm-pourquoi-le-contenu-dispara%C3%AEt-5fc2a2662788 | |||
| 23:17 | 20 AI Concepts That Will Instantly Level Up Your Thinking https://dibishks.medium.com/20-ai-concepts-that-will-instantly-level-up-your-thinking-89d316fb4416 | |||
| 23:13 | Além do prompt: Os 5 pilares que separam os usuários comuns dos profissionais em IA https://medium.com/@voozzdigital/al%C3%A9m-do-prompt-os-5pilares-que-separam-os-usu%C3%A1rios-comuns-dos-profissionais-em-ia-b90241687137 | |||
| 23:10 | LLM Reasoning is Just a Search Problem https://pub.towardsai.net/llm-reasoning-is-just-a-search-problem-4a5aa527245c | |||
| 23:10 | LLM Reasoning is Just a Search Problem https://ai.plainenglish.io/llm-reasoning-is-just-a-search-problem-4a5aa527245c | |||
| 23:02 | Build Your Own Language Model in 5 Minutes — I Made Mine Talk Like a Fish https://arman-bd.medium.com/build-your-own-llm-in-5-minutes-i-made-mine-talk-like-a-fish-e20c338a3d14 | |||
| 23:01 | Hybrid Search -Pros, Cons, and When It Actually Matters https://medium.com/@mukeshbhootra/hybrid-search-pros-cons-and-when-it-actually-matters-7421376fcc7e | |||
| 22:54 | Passive Consumption Is Not Laziness — It’s a State Misclassification Problem https://medium.com/@storybloom/passive-consumption-is-not-laziness-its-a-state-misclassification-problem-54d8c787854e | |||
| 22:44 | The Antifragile Architecture of AI Jailbreaking: From DAN to Autonomous Swarms https://isrpld.medium.com/the-antifragile-architecture-of-ai-jailbreaking-from-dan-to-autonomous-swarms-1a5c39a1a5e2 | |||
| 22:28 | How to Build Better AI Agents with LangGraph https://medium.com/code-applied/how-to-build-better-ai-agents-with-langgraph-02390fec1894 | |||
| 22:24 | WTF, Anthropic's Claude Code keeps track of every time you swear https://www.scientificamerican.com/article/anthropic-leak-reveals-claude-code-tracking-user-frustration-and-raises-new/ | |||
| 22:17 | Judge Moody's: Automating Semantic Search Relevance Evaluation with LLM Judges https://haystackconf.com/us2025/talk-9/ | |||
| 21:46 | Continual learning for AI agents https://blog.langchain.com/continual-learning-for-ai-agents/ | |||
| 21:43 | The Tool Opens the Door. You Still Have to Walk Through It. https://medium.com/@CoralSIDEX/the-tool-opens-the-door-you-still-have-to-walk-through-it-81df1dae6550 | |||
| 21:09 | Agents.md – a schema standard for LLM-compiled knowledge bases https://github.com/arturseo-geo/llm-knowledge-base | |||
| 20:50 | Meet MaxToki: The AI That Predicts How Your Cells Age — and What to Do About It https://www.marktechpost.com/2026/04/05/meet-maxtoki-the-ai-that-predicts-how-your-cells-age-and-what-to-do-about-it/ | |||
| 20:48 | LLM Router – MCP server that routes Claude Code tasks to cheaper models https://github.com/ypollak2/llm-router | |||
| 20:48 | Sow HN: LLMeter – Track per-customer LLM costs across OpenAI, Anthropic,and more https://www.llmeter.org/ | |||
| 20:41 | Don't Yell at Your LLM https://marvin.beckers.dev/blog/dont-yell-at-your-llm/ | |||
| 20:33 | Rig: Build modular LLM apps in Rust – 20 providers, one unified interface https://github.com/0xPlaygrounds/rig | |||
| 20:27 | Loqi, a memory system that preserves context after LLM compaction https://github.com/wf802222/loqi | |||
| 19:42 | From one Rust crate to an ecosystem spanning LangChain, PyTorch, FAISS, vLLM, 11 vector databases… https://medium.com/@mmgehlot21/from-one-rust-crate-to-an-ecosystem-spanning-langchain-pytorch-faiss-vllm-11-vector-databases-e56c750db6eb | |||
| 19:34 | How an architectural decision cut LLM inference costs by 50× https://lucianareynaud.medium.com/how-an-architectural-decision-cut-llm-inference-costs-by-50-10f6c004e61b | |||
| 19:31 | How to Cut Your LLM Bill Without Downgrading the Model https://pub.towardsai.net/how-to-cut-your-llm-bill-without-downgrading-the-model-0ac8da24a658 | |||
| 19:22 | Mécroyance https://medium.com/@nicolasledard/m%C3%A9croyance-c3e6deaa6fd1 | |||
| 19:19 | Bahdanau Attention: When the Decoder Stopped Relying on One Final Memory https://medium.com/@sm.abhishek.curiosity/bahdanau-attention-when-the-decoder-stopped-relying-on-one-final-memory-c4bf31112660 | |||
| 19:16 | AGI Won’t Be a Model — It Will Be a System https://medium.com/@kukkalarishita/agi-wont-be-a-model-it-will-be-a-system-81fdf4e3d156 | |||
| 19:08 | I Tested RAG-Anything on 65 Wine Books. https://medium.com/graph-quill/i-tested-rag-anything-on-65-wine-books-02b0708cdf33 | |||
| 19:07 | EP6:Building Your First RAG Agent with LangChain and Google Gemini https://medium.com/@rohan2010lather/ep6-building-your-first-rag-agent-with-langchain-and-google-gemini-130c3ccae686 | |||
| 19:01 | How to Personalize Claude Code https://pub.towardsai.net/how-to-personalize-claude-code-f9b8a6eb4435 | |||
| 18:59 | The End of API Bills: Building Autonomous On-Device AI Agents with Flutter + Gemma 4 https://medium.com/@avi10/the-end-of-api-bills-building-autonomous-on-device-ai-agents-with-flutter-gemma-4-91f5af56261a | |||
| 18:52 | Data Governance in the AI Era: 10 Shifts Redefining Data, Institutions, and Practice https://sverhulst.medium.com/data-governance-in-the-ai-era-10-shifts-redefining-data-institutions-and-practice-69296b808683 | |||
| 18:44 | Iran's IRGC Publishes Satellite Imagery of OpenAI's B Stargate Datacenter https://newclawtimes.com/articles/iran-irgc-satellite-imagery-openai-stargate-abu-dhabi-datacenter-threat/ | |||
| 18:17 | LLM inference load balancer optimized for AMD Radeon VII GPUs https://github.com/janit/viiwork | |||
| 18:02 | Andrej Karpathy Stopped Using AI to Write Code. He’s Using It to Build a Second Brain Instead https://medium.com/neuralnotions/andrej-karpathy-stopped-using-ai-to-write-code-hes-using-it-to-build-a-second-brain-instead-cddceadc5df5 | |||
| 17:55 | the Difficulty of Writing a Model Spec https://chierhu.medium.com/the-difficulty-of-writing-a-model-spec-5f179696a917 | |||
| 17:55 | The Rise of Company-Specific AI Model Specifications https://chierhu.medium.com/the-rise-of-company-specific-ai-model-specifications-b212abd6983d | |||
| 17:38 | The Half-Life of Large Language Models: Why Your AI Gets “Tired” the Longer You Talk to It https://medium.com/@anipaleja/the-half-life-of-large-language-models-why-your-ai-gets-tired-the-longer-you-talk-to-it-884ed992fbc7 | |||
| 17:19 | Using LLMs as Classifiers https://medium.com/@jonahramponiwork/llms-as-classifiers-3e644617e411 | |||
| 16:28 | How Do You Actually Scale High-Throughput LLM Serving in Production with vLLM? https://medium.com/@bargougui.haikel/how-do-you-actually-scale-high-throughput-llm-serving-in-production-with-vllm-47651a98d606 | |||
| 15:48 | The Model Router Explained: Intelligent Cost & Performance Optimization in Azure AI Foundry https://medium.com/@badrvkacimi/the-model-router-explained-intelligent-cost-performance-optimization-in-azure-ai-foundry-c2614a403471 | |||
| 15:45 | How Do LLMs Respond to Us? https://medium.com/@kaganmurat/how-do-llms-respond-to-us-b1e0275703f6 | |||
| 15:44 | Prompt Engineering Mistake: Why Too Many Constraints Kill Your LLM Output https://shiladitya321.medium.com/prompt-engineering-mistake-why-too-many-constraints-kill-your-llm-output-1d78387fedb8 | |||
| 15:36 | AutoSQL Agent — A LangGraph-based workflow to interact with database https://medium.com/@mishra.vaibhav02001/autosql-agent-a-langgraph-based-workflow-to-interact-with-database-a5cfa4b9e4ee | |||
| 15:30 | Inference Arena – new benchmark of local inference and training http://kvark.github.io/ai/performance/2026/04/04/inference-arena.html | |||
| 15:24 | Why Agent Systems Need a Control Plane https://medium.com/@wuweinanonuaa/why-agent-systems-need-a-control-plane-bdfbd9e2d32a | |||
| 15:15 | Chasing the Memento Effect: Why Agents Keep Forgetting Who They Are https://medium.com/@scaiado/chasing-the-memento-effect-why-agents-keep-forgetting-who-they-are-6be34ea96ada | |||
| 15:11 | LLM’leri Langfuse ile Değerlendirmek ve İzlemek: A/B Testi & Metrikler https://kadermiyanyedi.medium.com/llmleri-langfuse-ile-de%C4%9Ferlendirmek-ve-i%CC%87zlemek-a-b-testi-metrikler-eeba2effe889 | |||
| 15:10 | Beyond the Hype: Building a 100M-Parameter Math-Specialist MoE with Keras 3 and Torch https://medium.com/@mezzihoussem/beyond-the-hype-building-a-100m-parameter-math-specialist-moe-with-keras-3-and-torch-56a7c1c8fe30 | |||
| 15:04 | Your AI assistant doesn’t think.
It guesses. Here’s why that matters. https://dorukkasoglu.medium.com/your-ai-assistant-doesnt-think-it-guesses-here-s-why-that-matters-964059178e40 | |||
| 13:39 | Show HN: Cabinet – Kb+LLM (Like Paperclip+Obsidian) https://runcabinet.com | |||
| 13:10 | What Is Anthropic Thinking? https://www.derekthompson.org/p/what-is-anthropic-thinking | |||
| 12:37 | Andrej Karpathy on X: LLM Knowledge Bases https://twitter.com/karpathy/status/2039805659525644595 | |||
| 11:42 | TurboQuant: The Elegant Geometry Behind Efficient AI Compression https://medium.com/@prateekkarkare/turboquant-the-elegant-geometry-behind-smarter-ai-compression-f1ff92ea298a | |||
| 11:20 | AI Cost Optimization in 2026: Are We Solving the Right Problem Too Early? https://medium.com/towards-data-engineering/ai-cost-optimization-in-2026-are-we-solving-the-right-problem-too-early-05f1abe91101 | |||
| 11:16 | Architecture Breaks Silently. I Built a Tool That Finds Out Why https://eresh-gorantla.medium.com/architecture-breaks-silently-i-built-a-tool-that-finds-out-why-88de58fa8c2e | |||
| 11:11 | Building Your First Agent in 30 Lines of Python https://medium.com/@bhagyashri922/building-your-first-agent-in-30-lines-of-python-1ec762ac41b6 | |||
| 11:05 | Your RAG Agent Forgets Everything After One Message — Here’s How I Fixed It with Databricks… https://medium.com/@abhirup.pal93/your-rag-agent-forgets-everything-after-one-message-heres-how-i-fixed-it-with-databricks-2f0f80466b4f | |||
| 11:00 | Intelligence Isn’t About What You Remember. It’s About What You Choose to Forget. https://medium.com/@user.ishan/intelligence-isnt-about-what-you-remember-it-s-about-what-you-choose-to-forget-257080f29686 | |||
| 10:51 | When AI Can Generate Research at Scale, the Real Problem Becomes Certification and Release https://medium.com/@omanyuk/when-ai-can-generate-research-at-scale-the-real-problem-becomes-certification-and-release-f57709a1100e | |||
| 10:41 | The Two-Line Prompt That Made 7 AIs Develop Distinct Personalities https://elkandoussihoussam.medium.com/llms-develop-distinct-social-roles-when-they-interact-nobody-told-them-to-c567c66b06a1 | |||
| 10:21 | Beyond Scaling: Improving LLM Efficiency with Speculative Decoding https://medium.com/@harshbhat8/beyond-scaling-improving-llm-efficiency-with-speculative-decoding-ac7aabb836bd | |||
| 10:21 | Does ChatGPT Make You Forget? New Study on AI and Learning https://ai.plainenglish.io/does-chatgpt-make-you-forget-new-study-on-ai-and-learning-1ca9a81ab5a2 | |||
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