LLM News and Articles

https://pub.towardsai.net/the-prompt-engineering-playbook-how-to-write-system-prompts-that-dont-hallucinate-8a8f50ca2555

https://medium.com/@annie_7775/four-ways-benchmark-providers-evaluate-llms-17dd84dc6eb6

https://pub.towardsai.net/how-do-modern-llms-cheat-the-scaling-laws-in-a-good-way-bbdf875c81dc

https://cobusgreyling.medium.com/fara-7b-is-microsofts-bet-on-a-small-on-device-computer-use-agent-b31dec1192a7

https://medium.com/@baabak/the-7-llm-capabilities-every-production-ai-system-reimplements-905938833418

https://vinitpahwa.medium.com/most-developers-use-claude-code-like-a-chatbot-the-best-teams-treat-it-like-infrastructure-3934889f8214

https://medium.com/science-and-critical-thinking/no-claude-is-not-conscious-dawkins-ai-and-the-train-illusion-f164f386e993

https://medium.com/@Alexnomads/why-your-llm-choice-is-the-most-important-decision-youre-not-thinking-about-4a6a5ebc5a7b

https://medium.com/ai-mindset/when-ai-agents-finally-meet-professional-software-the-cli-anything-revolution-93e0ab0aa9c1

https://medium.com/@QuarkAndCode/instruction-tuning-in-llms-how-ai-learns-to-follow-prompts-dd250d0ff6e7

https://medium.com/@arifdewi/evaluating-rag-systems-beyond-vibes-aee1eff50ded

https://medium.com/@wonderingmax/why-therapy-cannot-be-built-on-approval-optimized-ai-fffaf6e350f1

https://medium.com/@joshi.vignesh/why-net-ai-gateways-melt-down-on-429s-the-retry-storm-nobody-plans-for-d1193104d4e5

https://medium.com/@vepamanimurali495/how-ai-became-so-powerful-883cf2241b44

https://medium.com/practical-llm-systems/i-built-a-local-ai-search-engine-heres-what-actually-works-92ce9da91b70

https://medium.com/@serebrych/stop-overpaying-for-ai-why-small-llms-are-your-projects-secret-weapon-f27b997f9cb3

https://www.marktechpost.com/2026/05/20/nvidia-ai-releases-nemotron-labs-diffusion-a-tri-mode-language-model-with-6x-tokens-per-forward-over-qwen3-8b/

https://medium.com/@sanjubandaru14/road-to-kubernetes-article-1-from-zero-to-your-first-running-container-507819b491df

https://muratsuzen.medium.com/net-ai-architect-laboratory-making-ai-work-and-execute-tools-phase-2-a4d23153b310

https://medium.com/@akshat.puran/bugtheatre-ai-turning-screenshots-logs-and-stack-traces-into-debugging-case-files-with-gemma-4-7ee8197ecaa8

https://medium.com/@sayedebad.777/i-built-5-python-packages-for-llm-developers-heres-everything-i-learned-cecbc3bb71be

https://twitter.com/Briviagra/status/2056975510731698188

https://www.marktechpost.com/2026/05/20/alibaba-qwen-team-introduces-qwen3-5-livetranslate-flash-real-time-multimodal-interpretation-across-60-languages-at-2-8-second-latency/

https://www.technologyreview.com/2026/05/18/1137488/elon-musk-suit-openai-verdict/

https://medium.com/@pratikabnave97/day-15-of-100-how-to-build-a-grammar-correction-ai-agent-that-edits-like-a-pro-not-a-rewriter-bdc0cfc6cf40

https://medium.com/@bervice/data-security-when-sending-information-to-llms-and-cloud-ai-systems-61a22fabdf76

https://medium.com/@build4mbottom/applied-ai-engineering-2026-full-production-systems-roadmap-0-frontier-level-1eeb5c30ed08

https://medium.com/@cognidownunder/i-compared-the-new-gemini-3-5-flash-to-the-3-1-pro-the-results-werent-what-i-expected-fef5c8541293

https://medium.com/@im-sanka/whos-that-pokemon-dec41c7aef37

https://blog.pootonline.com/the-maths-that-killed-automate-everything-with-agents-1680584be2bb

https://medium.com/@osmansyed.developer/i-built-a-production-next-js-portfolio-without-knowing-next-js-heres-exactly-how-75239bad9de7

https://medium.com/@kamalmeet/agentic-ai-deep-dive-e82d66c1ad30

https://medium.com/@calatkinson_59290/why-we-let-engineers-drive-ai-qa-6b934ad6752f

https://medium.com/@sowndappan610/the-hidden-problem-in-ai-agents-intent-drift-3c4b70f03756

https://medium.com/@OluwaTife/ai-is-not-magic-how-language-models-work-e3ef416fd5ef

https://medium.com/@introspectiondownunder/the-future-does-not-care-about-entitled-stakeholders-dadf0369e912

https://medium.com/@haranprabha.v/i-built-two-production-ai-systems-heres-what-the-llm-tutorials-don-t-tell-you-8b330e315470

https://marko-wathen.medium.com/ai-model-collapse-were-all-in-trouble-f05d172d4c89

https://amjohnphilip.medium.com/karpathy-joins-anthropic-c05d9f429bd9

https://altersquare.medium.com/voice-agent-latency-where-the-2-3-second-delay-actually-lives-in-the-pipeline-and-how-to-reduce-it-50d54c2bd211

https://www.wired.com/story/commonwealth-short-story-prize-ai-allegations/

https://medium.com/@izayohi/empathy-is-not-a-single-concept-communication-is-not-reducible-to-language-toward-an-alternative-39129bbaf0b5

https://medium.com/@lydiacrestwoodcreativedesk/the-year-ai-learned-to-see-hear-and-feel-multimodal-models-in-2025-26-cc5ce2344851

https://jinlow.medium.com/anthropic-just-rebuilt-the-agent-architecture-from-scratch-not-to-make-it-smarter-but-to-make-it-00f557559023

https://medium.com/jin-system-architect/anthropic-just-rebuilt-the-agent-architecture-from-scratch-not-to-make-it-smarter-but-to-make-it-00f557559023

https://www.wsj.com/finance/investing/i-asked-chatgpt-to-manage-a-stock-portfolio-heres-how-it-did-0d62900b

https://medium.com/@riturajpokhriyal/we-replaced-openai-with-ollama-for-half-our-workloads-here-are-the-real-numbers-36a4379bdd08

https://medium.com/@outermostkt/the-worlds-first-31cf6d5ba274

https://kameshsampath.medium.com/icr-and-token-economics-9a014a75b399

https://medium.com/@wandawwl/add-a-smart-assistant-to-your-website-the-easy-way-f509cae3c0aa

https://medium.com/@cbwellsbiz/this-knowledge-graph-powers-all-llms-it-was-appropriated-996dc49cd2e5

https://medium.com/@mdpman/arxiv-ocr-memory-optical-context-retrieval-for-long-horizon-agent-memory-2bfe2873fac7

https://medium.com/@savleenkr92/context-is-the-new-code-0a5823414c07

https://medium.com/@vektormemory/who-wins-the-future-chips-vs-frontier-llms-1e8e0ca42641

https://medium.com/@andre.obiuzo/what-happens-when-your-defense-hits-a-hard-floor-08ad2b8fafab

https://medium.com/google-cloud/llms-are-functions-not-brains-aihelpdesk-perspective-e12e5432a9ed

https://medium.com/@uvstharun183/claudes-secret-weapon-how-mcp-turns-ai-into-your-personal-data-detective-329601685aa1

https://medium.com/@benakintounde/ferrari-for-grocery-shopping-288a526e2980

https://medium.com/@outermostkt/decoding-ai-the-new-liberal-arts-673dc96b2f32

https://medium.com/@hagen.finley_71/the-chasm-40151a986065

https://ai.gopubby.com/treating-llm-prompts-like-code-a-regression-catalog-for-ai-failures-f86837258857

https://medium.com/@youth_k/shadowstream-a-small-experiment-toward-a-new-transformer-architecture-38ef52323cbf

https://www.nature.com/articles/d41586-026-01595-5

https://medium.com/@himansusaha/lcm-vs-llm-the-architects-field-guide-to-choosing-the-right-ai-engine-98b91bd5bff6

https://fhattat.medium.com/can-we-trust-chatgpt-and-others-for-statistical-analysis-06ba2a331c5f

https://arstechnica.com/google/2026/05/googles-synthid-ai-watermarking-tech-is-being-adopted-by-openai-nvidia-and-more/

https://pub.towardsai.net/kv-cache-internals-how-transformers-avoid-recomputing-attention-27672f3382e0

https://medium.com/@Manjunath-Hanmantgad/designing-an-agent-that-cant-destroy-your-production-database-safety-boundaries-for-tool-calling-f6fd888919ff

https://medium.com/@nealrklomp/on-the-concept-of-ai-to-explain-and-manifest-d7bd45c827c2

https://medium.com/@vishnumeta/evals-that-block-deploys-why-i-treat-my-ai-like-software-2787e3d23cf1

https://fhattat.medium.com/i%CC%87statistiksel-analizler-i%C3%A7in-chatgpt-ve-di%C4%9Ferlerine-g%C3%BCvenebilir-miyiz-79ebabc31d67

https://medium.com/@youth_k/could-future-llm-architectures-benefit-from-an-additional-internal-stream-that-preserves-f88595911808

https://medium.com/@vishnumeta/why-i-stopped-trusting-llm-outputs-and-built-a-confidence-floor-instead-2dc77043e8ad

https://medium.com/@kushagra.2198/building-fitgen-ai-8db52caf124c

https://medium.com/@kmwikipediapl/language-attention-and-the-geometry-of-cognition-epistemic-cones-9b66a346f4b2

https://medium.com/@Paschaliskarakousis/everyone-treats-ai-like-a-chat-partner-focus-on-this-instead-967f57a501fb

https://medium.com/rigel-computer-com/kv-cache-is-no-voodoo-612cd29af6d1

https://medium.com/predict/i-switched-from-claude-code-to-gpt-5-5-for-30-days-heres-what-i-found-9f6dcd58b40f

https://github.com/michelangeloromerochisco/ternative

https://openai.com/index/advancing-content-provenance/

https://medium.com/@kaylenstuart/sensitive-information-disclosure-a-novice-explorers-guide-for-testers-ffd8882b44e0

https://medium.com/theta-network/theta-edgecloud-tests-prefill-decode-disaggregation-for-large-scale-llm-serving-63e2964467ad

https://medium.com/@billygareth01/gpu-architectures-and-distributed-training-how-modern-ai-models-scale-across-massive-compute-f5b84b8e8a93

https://medium.com/@rormsbee89/ai-models-data-ad901db69d7a

https://www.emmi.ai/news/mistral-ai-acquires-emmi-ai

https://www.thevccorner.com/p/breaking-andrej-karpathy-joins-anthropic

https://medium.com/@kaylenstuart/llm-prompt-injection-a-novice-explorers-guide-for-testers-5e6595d614aa

https://shmulc.medium.com/how-to-turn-your-llm-into-a-sleeper-agent-623e034bed85

https://blog.gopenai.com/thinking-machines-lab-introduces-interaction-models-are-turn-based-ai-holding-us-back-91c3904fc492

https://medium.com/lets-code-future/10-ai-agents-that-can-actually-save-you-hours-every-week-in-2026-a521f92e357c

https://medium.com/@vinodsk3761/build-your-first-local-llm-app-with-ollama-langchain-fastapi-and-rag-cdc38220d47b

https://medium.com/@mircofdo/is-rag-dead-in-2026-33a18dbfd1d5

https://huggingface.co/blog/allenai/olmoearth-v1-1

https://medium.com/digitalocean-ai-digest/the-llm-inference-trilemma-throughput-latency-cost-9338bbfc07f3

https://medium.com/@ali.jadalaoun/comparative-study-of-quantized-and-parameter-efficient-fine-tuning-methodabstract-7556b648fbf4

https://medium.com/@priyankamali0000/what-is-an-llm-finally-understand-the-thing-i-use-every-day-8e3ccaf048b6

https://medium.com/@shanjian1984/abrase-i-designed-a-programming-language-for-claude-05cb0e4df3e5

https://www.ft.com/content/8f2a529e-7a1b-4d8e-95be-338d0c4c98f5

https://www.cnbc.com/2026/05/19/anthropic-hires-openai-cofounder-andrej-karpathy-former-tesla-ai-lead.html

https://twitter.com/i/status/2056753169888334312