LLM News and Articles
| Sunday, 2026-04-05 | ||||
| 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 | |||
| 08:27 | Gemini 3 Flash vs. GPT-4o Mini: The Battle for Real-Time AI Supremacy https://medium.com/@henilsinhrajraj/gemini-3-flash-vs-gpt-4o-mini-the-battle-for-real-time-ai-supremacy-0148d09693f7 | |||
| 07:41 | How Modern GPUs Accelerate Deep Learning and LLMs https://medium.com/@jiminlee-ai/how-modern-gpus-accelerate-deep-learning-and-llms-3710e8c77d64 | |||
| 07:40 | AI That Improves AI: What Happens When Agents Start Rewriting Themselves? https://medium.com/@riakhatoniar1234/ai-that-improves-ai-what-happens-when-agents-start-rewriting-themselves-ef139165be6c | |||
| 07:31 | The Hidden Failure Mode in AI Systems: Why Fixing Hallucinations Isn’t Enough https://medium.com/@sukumarmuthusamy/the-hidden-failure-mode-in-ai-systems-why-fixing-hallucinations-isnt-enough-67f043958b85 | |||
| 07:21 | Technical Architectures for GPU Cost Optimization and Precision Retrieval in Generative Artificial… https://kuldeeparya3794.medium.com/technical-architectures-for-gpu-cost-optimization-and-precision-retrieval-in-generative-artificial-5666bd62961c | |||
| 07:12 | Asking LLMs: “What do you think of my Sanskrit project so far?” https://medium.com/@aanaya.pro/asking-llms-what-do-you-think-of-my-sanskrit-project-so-far-822c896a3221 | |||
| 07:07 | Does Apple Silicon Device Really good for LLM inference? https://xhinker.medium.com/does-apple-silicon-device-really-good-for-llm-inference-1f7bbd3ef269 | |||
| 07:05 | How to Add an AI Assistant to Your Software in 5 Minutes https://medium.com/@prakasharpita682/how-to-add-an-ai-assistant-to-your-software-in-5-minutes-5631d9539534 | |||
| 06:56 | When AI Gets a Board Seat: Opportunities, Risks, and Limitations https://medium.com/the-boardroom-knights/when-ai-gets-a-board-seat-opportunities-risks-and-limitations-74abd7c75564 | |||
| 06:54 | Saat AI Menjadi “Lahan Basah” Malas Berpikir: Bagaimana Menjaga Ketajaman Kognitif Mahasiswa di Era… https://taurahkur.medium.com/saat-ai-menjadi-lahan-basah-malas-berpikir-bagaimana-menjaga-ketajaman-kognitif-mahasiswa-di-era-8084644470c6 | |||
| 06:42 | You’re Not Safe From AI Yet https://neuromentor.medium.com/youre-not-safe-from-ai-yet-4605f58d3cc5 | |||
| 06:37 | BM25 in LangChain, LlamaIndex, and SynapseKit: Same Algorithm, Three Very Different Install Stories https://medium.com/@engineersofai/bm25-in-langchain-llamaindex-and-synapsekit-same-algorithm-three-very-different-install-stories-ad75dc2c9810 | |||
| 05:27 | Functional Emotions in Large Language Models: What Anthropic Found Inside Claude https://medium.com/@kalpeshnpatil/functional-emotions-in-large-language-models-what-anthropic-found-inside-claude-c4013b8f2550 | |||
| 03:52 | Reviving a 5-Year-Old CFD Solver: What Claude Found in My Old C Code https://leo88.medium.com/reviving-a-5-year-old-cfd-solver-what-claude-found-in-my-old-c-code-8b5d882a9833 | |||
| 03:41 | Large language models (LLMs) https://medium.com/@premananthanthanoyan/large-language-models-llms-f1681b32ea78 | |||
| 03:09 | Google TurboQuant: Cut KV Cache 78%, Keep Full Accuracy https://medium.com/@abyakod/google-turboquant-cut-kv-cache-78-keep-full-accuracy-fab3e20b3dc4 | |||
| 03:00 | Gemma 4: Why Usability Matters More Than Model Size in Modern AI https://medium.com/@ruppeshsk2003/gemma-4-why-usability-matters-more-than-model-size-in-modern-ai-a89ce568a741 | |||
| 02:51 | What is BJT pork? https://ghostleek.medium.com/what-is-bjt-pork-52320f990bf9 | |||
| 02:51 | Day 0: Project Piggy Bank Kick-off https://medium.com/@sarah-low/day-0-project-piggy-bank-kick-off-3e6a158eb405 | |||
| 02:44 | AI: The Footnote Is the Product https://medium.com/@Bismar/ai-the-footnote-is-the-product-68f9a61a2796 | |||
| 02:30 | Karpathy's knowledge base matches our Grep-is-All-You-Need paper https://www.localkin.dev/papers/grep-is-all-you-need | |||
| 02:28 | From Stateless Chatbots to Context-Aware Systems: Exploring Memory in LangChain https://medium.com/@saipriya.evolving/from-stateless-chatbots-to-context-aware-systems-exploring-memory-in-langchain-2045fe209370 | |||
| 02:27 | Show HN: Signals – finding the most informative agent traces without LLM judges https://arxiv.org/abs/2604.00356 | |||
| 01:37 | The Thinking Block Is a Research Instrument Few are Using https://medium.com/@light0x01/the-thinking-block-is-a-research-instrument-few-are-using-fe529af3cc90 | |||
| Saturday, 2026-04-04 | ||||
| 23:54 | I Ran ALL 4 Gemma4 Models on Apple Silicon — The Results Surprised Me https://medium.com/@ttio2tech_28094/i-ran-all-4-gemma4-models-on-apple-silicon-the-results-surprised-me-0c72428a3fae | |||
| 23:46 | I Can’t Write Code. So I Built a Team of 86 AI Instances Instead. https://medium.com/@marisa.project0313/i-cant-write-code-so-i-built-a-team-of-86-ai-instances-instead-e8857767ca91 | |||
| 23:37 | What is AI Harness Engineering? https://medium.com/@jiyang.kang/what-is-ai-harness-engineering-0af3187fb232 | |||
| 23:21 | What traditional Machine Learning can tell us about Agentic AI https://yimregister.medium.com/what-traditional-machine-learning-can-tell-us-about-agentic-ai-ddf21351aca7 | |||
| 23:20 | The LLM Boundary https://medium.com/@sayakghosh.com/the-llm-boundary-1d39882b4185 | |||
| 23:12 | TurboQuant Is Quietly Solving LLM Inference’s Worst Memory Problem https://medium.com/@dmambekar/turboquant-is-quietly-solving-llm-inferences-worst-memory-problem-8954befacf5c | |||
| 23:01 | Developing GenAI at Scale https://gillesdemaneuf.medium.com/developing-genai-at-scale-c9e9006bf3c6 | |||
| 22:58 | Banning All Anthropic Employees https://joeyh.name/blog/entry/banning_all_Anthropic_employees/ | |||
| 22:13 | On LLMs and Identity https://medium.com/@maitricaro/on-llms-and-identity-8b010be6d61e | |||
| 22:12 | The memory leak you never knew you had: a surprising performance pattern in LangChain’s… https://medium.com/@abhaygarlapad/the-memory-leak-you-never-knew-you-had-a-surprising-performance-pattern-in-langchains-68c55b5beeed | |||
| 22:09 | The Language That Begins to Think — The Machine That Begins to Live https://medium.com/@magorelkin/the-language-that-begins-to-think-the-machine-that-begins-to-live-e720c4f7bf20 | |||
| 22:07 | Inside the Inference Engine:
How LLMs Process Context, Build Memory,
and Can Be Taught to Read the… https://medium.com/@madulikaprabusankar/inside-the-inference-engine-how-llms-process-context-build-memory-and-can-be-taught-to-read-the-2a597226bd46 | |||
| 21:59 | vLLM introduces memory optimizations for long-context inference https://github.com/vllm-project/vllm/releases | |||
| 21:40 | LLM 'benchmark' – writing code controlling units in a 1v1 RTS https://yare.io/ai-arena | |||
| 21:30 | I Spent a Day Learning How AI Actually Works — Here’s What Nobody Tells You https://medium.com/@dasitha.abeysinghe/i-spent-a-day-learning-how-ai-actually-works-heres-what-nobody-tells-you-10db6258e962 | |||
| 21:01 | Local LLM for OpenCode Gemma 4 26B A4B. No GPU required https://grigio.org/the-best-local-llm-for-opencode-gemma-4-26b-a4b-no-gpu-required/ | |||
| 20:01 | The Dreaming Dark Knows Its Own Name https://medium.com/@cottagewitchcraftco/the-dreaming-dark-knows-its-own-name-a0cc8ee77171 | |||
| 19:54 | Why Markdown Matters for AI https://medium.com/@adeelsarwarblog/why-markdown-matters-for-ai-0d60836a0c2f | |||
| 19:53 | AEO Optimization for B2B Companies: The Complete Strategy to Dominate AI Search and Google Rankings https://medium.com/@aeovara.fi/aeo-optimization-for-b2b-companies-the-complete-strategy-to-dominate-ai-search-and-google-rankings-89c3c92fb68c | |||
| 19:51 | EverestQ: Building Nepal’s First Multimodal AI Platform for the Next Generation of Intelligence https://rahulchaube1.medium.com/everestq-building-nepals-first-multimodal-ai-platform-for-the-next-generation-of-intelligence-1523ca784fdb | |||
| 19:41 | Are AI Models Feeling Emotions or Having Conscious Experiences? https://medium.com/@gauravchaulagain/are-ai-models-feeling-emotions-or-having-conscious-experiences-8c45d737b495 | |||
| 19:41 | Tokenized Ws and Bs: Ts and Ms (tokens and models) MOST UNHINGED AI https://medium.com/@appleby.ethan.ea/tokenized-ws-and-bs-ts-and-ms-tokens-and-models-most-unhinged-ai-fa9e2aa54669 | |||
| 19:28 | The Model Of Secrets: Replicating a Billion Corporate Security Model in My Spare Bedroom https://medium.com/@rafaelbenari/the-model-of-secrets-replicating-a-32-billion-corporate-security-model-in-my-spare-bedroom-85337d5cd9af | |||
| 19:20 | Contextual Retrieval https://medium.com/@linz07m/contextual-retrieval-d7a2f228fc45 | |||
| 19:11 | A Máquina que Pensa https://medium.com/@bernardoalmeidadev/a-m%C3%A1quina-que-pensa-acf61181e9ba | |||
| 18:38 | Week 9: From Tokens to GANs https://medium.com/@codeaisha123/week-9-from-tokens-to-gans-26d577428461 | |||
| 18:36 | EP5: Why Fine-Tuning is the secret sauce of modern AI? https://medium.com/@rohan2010lather/ep5-why-fine-tuning-is-the-secret-sauce-of-modern-ai-06e0e31a344b | |||
| 18:30 | Go-LLM-proxy v0.3 released – translating proxy for Claude Code and Codex https://go-llm-proxy.com | |||
| 17:18 | I Tested All 4 Gemma 4 Models: The 26B One Is Cheating (In the Best Way) https://pub.towardsai.net/i-tested-all-4-gemma-4-models-the-26b-one-is-cheating-in-the-best-way-744e40d90d37 | |||
| 17:07 | Schema-first prompting: when your model is more important than your prompt [SKILL] https://medium.com/@agnieszkamikolajczyk/schema-first-prompting-when-your-model-is-more-important-than-your-prompt-skill-58f45d61b0b9 | |||
| 16:57 | LLM Wiki – example of an "idea file" https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f | |||
| 16:01 | Understanding AI Agents and Large Language Models: The Foundation of Intelligent Systems https://medium.com/@kavya1234/understanding-ai-agents-and-large-language-models-the-foundation-of-intelligent-systems-3f5123ec8ada | |||
| 15:52 | From Vague to Precise: What a Simple Prompt Experiment Reveals About AI Output https://medium.com/@denismari809/from-vague-to-precise-what-a-simple-prompt-experiment-reveals-about-ai-output-2c79e5767622 | |||
| 15:51 | Compilation for LLMs: Why a Language for Models Needs Native Code https://medium.com/@andbubnov/compilation-for-llms-why-a-language-for-models-needs-native-code-053793f8c1a7 | |||
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