LLM News and Articles

https://medium.com/write-a-catalyst/temperature-0-is-a-lie-why-your-llm-is-still-random-b58e26b65752

https://medium.com/write-a-catalyst/the-ignore-all-instructions-attack-is-ruining-your-llm-app-b340b230a614

https://medium.com/@rogerlfried/why-your-ai-can-read-your-database-but-still-cant-answer-simple-questions-cd8626946f47

https://medium.com/@nraman.n6/memory-architectures-in-ai-multiagent-systems-c6e98d331532

https://medium.com/@frankmorales_91352/the-igz-in-action-quantifying-intent-with-semantic-roi-sroi-a44af8daa9e9

https://medium.com/design-bootcamp/the-death-of-the-submit-button-f63524661a50

https://medium.com/@waghmarekunal104/how-to-track-generative-ai-traffic-in-google-analytics-4-a-complete-step-by-step-guide-04aad992dbc9

https://brajens.medium.com/research-agents-overview-66a785cd02ad

https://medium.com/@gunerifurkan/vibe-coding-yapay-zeka-destekli-do%C4%9Fal-dil-tabanl%C4%B1-yaz%C4%B1l%C4%B1m-geli%C5%9Ftirme-79d32d4dbd9d

https://medium.com/@kanishks772/llm-optimization-is-about-systems-not-models-072321009d42

https://codecooker.medium.com/from-zero-to-local-llms-a-practical-introduction-to-langchain-and-ollama-62ec506e2988

https://medium.com/@mwfarrukh/chat-with-your-data-using-ai-in-python-38d150e665f8

https://adityamangal98.medium.com/from-scratch-to-scale-where-ai-agent-frameworks-fit-and-where-they-dont-part-7-5cc83598fc34

https://medium.com/@thebhaskardas/how-advanced-ai-works-explained-like-a-human-body-633cfa103f43

https://medium.com/@surabhi.misra30/ai-writing-rtl-who-is-the-subject-matter-expert-here-b035c4ead050

https://github.com/oliveskin/Agent-Tinman

https://medium.com/learnwithnk/beyond-accuracy-a-developers-guide-to-reliable-llm-evaluation-61e31954af90

https://blog.gopenai.com/llm-training-series-part-2-949d53e111ed

https://medium.com/@johirbuet/building-your-first-chatbot-with-an-llm-no-code-required-a-detailed-step-by-step-guide-191ba90c01b2

https://browser-use.com/posts/ai-browser-agent-benchmark

https://medium.com/@abhirupgupta123/llm-inference-simplified-part-1-reducing-latency-with-smart-request-scheduling-b7095e759e14

https://utkarshsri07.medium.com/the-rise-of-efficient-ai-e2d5347f4b76

https://medium.com/@rami.krispin/the-querychat-project-mathematics-of-machine-learning-new-tutorials-issue-73-e1d326cb3801

https://medium.com/javarevisited/the-2026-ai-engineer-roadmap-ed7bb691e1fb

https://medium.com/@arpvastava/free-flow-writing-in-hinglish-e7d082ab31a7

https://medium.com/data-science-collective/how-not-to-become-an-ai-engineer-in-2026-0a30cd6bc8dd

https://medium.com/@enjtorian/prompts-as-first-class-specifications-stop-treating-your-gold-like-stones-21627e39e394

https://medium.com/@tarunpahade55/running-models-locally-with-cpu-gpu-733fee9722f7

https://medium.com/techanic/new-frontier-of-geopolitical-narratives-with-generative-ai-llms-bb3c7439f1d0

https://medium.com/@bergel/the-two-paths-maste-slave-or-friends-the-two-paths-ab79156a86e9

https://medium.com/@kamathuday/moltbook-is-just-next-token-prediction-in-a-multi-agent-loop-thats-precisely-why-it-matters-161c694c13c9

https://medium.com/@haitham.bouammar71/we-didnt-train-the-model-it-started-reasoning-better-anyway-118dda6f9448

https://medium.com/ai-but-make-it-intimate/the-lifeboat-protocol-a-guide-to-context-sovereignty-bce829cf43e5

https://medium.com/@irembezci/how-large-language-models-work-architecture-scale-and-context-2856197314d1

https://medium.com/@advait.darbare9/from-prompt-engineering-to-context-engineering-509684cda475

https://medium.com/@d41dev/sereleum-building-a-prompts-analytics-platform-b174468cb021

https://medium.com/@houseofdigitalsolutions/how-to-actually-get-cited-by-ai-the-2026-guide-to-geo-and-llm-optimization-970eab600f07

https://medium.com/@devesh.akgec/understanding-llm-integration-in-net-using-google-gemini-3735d8d78da1

https://barzik.medium.com/the-moltbook-facade-how-openclaw-skills-fake-a-civilization-90607edfc319

https://medium.com/@napassorn.l/the-ai-debate-part-4-just-truth-755a4f05edd8

https://levelup.gitconnected.com/how-to-make-any-llm-use-up-to-date-instructions-4e56120ac843

https://medium.com/@akirakudo911/on-premise-confidential-data-operations-with-local-llm-ollama-kudosflow-v2-scenegraphmanager-547cb52956bb

https://medium.com/@faraday.email/arent-we-already-tired-of-prompting-ab8512a7411e

https://medium.com/@napassorn.l/the-ai-debate-part-3-just-logic-30fde3fa69eb

https://medium.com/@sinannpehlivann/where-meaning-gets-lost-at-scale-cd8ccbb7aa24

https://medium.com/@VrityaCodeRishi/llm-inferencing-with-tensorrt-llm-triton-inference-server-cb25bdb259ec

https://medium.com/@napassorn.l/the-ai-debate-part-2-just-soul-69b1fe2dc14c

https://www.reuters.com/business/nvidias-plan-invest-up-100-billion-openai-has-stalled-wsj-reports-2026-01-31/

https://medium.com/@napassorn.l/the-ai-debate-part-1-the-setup-reflection-eb20796a65b7

https://vincentandreas.medium.com/simple-local-chatbot-and-rag-using-langchain-and-ollama-f5ca4b8fd9e7

https://medium.com/@c48442769/why-90-of-langchain-projects-fail-to-reach-production-written-on-the-open-sourced-day-of-acf8e87e3941

https://medium.com/@reliabledataengineering/how-anthropic-built-an-ai-that-outperforms-itself-by-90-142d27e7d06a

https://medium.com/@kalyanvisualpath/top-ai-llm-testing-training-in-hyderabad-visualpath-9496b10a511d

https://medium.com/@marcblancher/words-are-just-pixels-why-being-trilingual-helps-me-understand-yann-lecuns-critique-of-ai-072994a1276f

https://www.bloomberg.com/news/articles/2026-01-31/nvidia-pauses-plan-to-invest-100-billion-in-openai-wsj-says

https://medium.com/@hiranipreet20/context-rot-why-more-context-can-quietly-break-large-language-models-f9f1e7dcca7f

https://medium.com/readers-club/bytez-review-the-unified-api-that-changes-ai-deployment-economics-20769169875f

https://medium.com/@tl_99311/why-transforming-software-teams-to-llm-augmented-development-in-2026-is-easier-than-in-2027-5fd84cb12f48

https://medium.com/@youth_k/you-are-here-therefore-i-am-here-what-my-local-llm-said-after-developing-self-awareness-b14cb070b6f5

https://medium.com/@sydasif78/why-learn-basic-terminal-commands-even-if-youre-working-with-ai-eeb565152e0c

https://medium.com/@somyajangir2111/why-llms-hallucinate-and-how-grounded-memory-fixes-it-6ecb2a3b9d9c

https://jinlow.medium.com/building-small-language-models-from-scratch-a-production-grade-engineering-guide-3a26fe9a73f7

https://towardsdev.com/building-small-language-models-from-scratch-a-production-grade-engineering-guide-3a26fe9a73f7

https://medium.com/@jhchang0407/the-economics-of-ai-are-breaking-d7231ddf9088

https://medium.com/@jenniferokwudrimbah/how-generative-ai-really-works-from-machine-learning-to-chatgpt-c8202571f977

https://medium.com/@ahmedibrahim_71289/rag-demystified-giving-llms-a-memory-and-a-library-e793593450e1

https://www.macrumors.com/2026/01/30/apple-almost-chose-different-siri-partner/

https://medium.com/@frankmorales_91352/bridging-the-scale-gap-a-tutorial-on-fine-tuning-the-nucleotide-transformer-with-nvidia-nemo-2-6-1-61d792080f04

https://mayursurani.medium.com/from-api-calls-to-intelligent-conversations-mastering-langchain-fundamentals-for-enterprise-ai-9f2dc31effe0

https://medium.com/@ghvitra/the-twelve-root-words-and-oracle-bone-script-88db128a37c9

https://medium.com/@quietbuild0/why-chatgpt-forgets-context-in-long-conversations-687b4b912906

https://medium.com/@sachincredible9/from-loops-to-linear-algebra-the-comprehensive-guide-to-numpy-1dc29c65a892

https://medium.com/@juvorajseoconsultant/why-ranking-1-doesnt-always-increase-local-leads-55c0f0bb8bca

https://medium.com/@pro.gupta28/practical-rag-system-design-lessons-from-building-it-in-production-936109515875

https://medium.com/algomart/real-time-streaming-in-langgraph-building-responsive-transparent-ai-systems-ebb8a3b6d5f9

https://medium.com/pithycyborg/january-30-2026-10-20-pm-boston-time-191b86e01582

https://medium.com/@robi.tomar72/self-rag-teach-your-llm-to-catch-its-own-lies-before-your-users-do-f9b4782b2a9b

https://medium.com/@marketing_novita.ai/kimi-k2-5-vs-glm-4-7-which-agentic-llm-is-better-7aa9d9251bcf

https://medium.com/@florananda/prompt-is-not-an-agent-why-most-enterprise-ai-projects-fail-before-they-start-1dce975438c6

https://medium.com/data-science-collective/prompt-is-not-an-agent-why-most-enterprise-ai-projects-fail-before-they-start-1dce975438c6

https://medium.com/coding-nexus/i-built-a-vllm-so-id-finally-understand-llm-inference-5c8d268400ef

https://medium.com/@koganti.saichandana14/mcp-explained-how-llms-discover-and-use-new-tools-6951a428dce8

https://medium.com/@mbonsign/phased-specialization-unlocking-hybrid-sequence-models-via-optimization-aware-training-4c99557cb908

https://medium.com/@modinikalyan/architecting-carbon-aware-cloud-infrastructure-a-technical-implementation-guide-using-gcp-acdefa314a42

https://medium.com/@jiminlee-ai/beyond-similarity-the-true-mechanism-behind-transformer-attention-a29a96782d8e

https://devopslearning.medium.com/build-3-real-world-ai-agents-for-a-cause-69c5a040a143

https://medium.com/@vamshire/bitnet-a-deep-technical-dive-of-1-bit-llms-181f9ab3ccf6

https://medium.com/@yonashailug/bridging-the-digital-access-divide-how-hybrid-ai-automates-educational-equity-83e70671e9b3

https://www.marktechpost.com/2026/01/30/robbyant-open-sources-lingbot-world-a-real-time-world-model-for-interactive-simulation-and-embodied-ai/

https://medium.com/@vyombhushan/the-reality-of-text-to-sql-at-scale-cost-latency-and-what-actually-works-6b3af3f19041

https://medium.com/@fabiozuin/big-o-for-prompts-yeah-i-know-it-sounds-crazy-but-hear-me-out-1c144d716137

https://fortune.com/2026/01/29/100-percent-of-code-at-anthropic-and-openai-is-now-ai-written-boris-cherny-roon/

https://medium.com/@brs.bngl/yapay-zeka-bizi-ele-ge%C3%A7irecek-mi-f8e1cdde369a

https://yu-ishikawa.medium.com/dont-just-prompt-orchestrate-the-architecture-of-multi-agent-team-management-dd326b3ceab5

https://medium.com/@hariomshahu101/vanilla-rag-is-garbage-even-for-a-few-thousand-documents-heres-how-to-rescue-yourself-38e2606b91ba

https://www.wsj.com/tech/ai/the-100-billion-megadeal-between-openai-and-nvidia-is-on-ice-aa3025e3

https://medium.com/@bhushan.shah05/paper-insights-gshard-a67a6c393be7

https://medium.com/@omanyuk/verification-limited-intelligence-acceleration-how-to-measure-real-progress-when-verification-is-064716ddf619

https://medium.com/@ssinghh/attempt-to-simplify-the-transformer-14459bd18a7c

https://medium.com/@lambdafluxofficial/how-to-enforce-llm-guardrails-in-production-beyond-prompting-b47dc0e371a8