LLM News and Articles

https://medium.com/@abhig08_36201/why-the-same-prompt-gives-different-answers-a-practical-look-at-llm-decoding-c556e8b49dcb

https://pub.towardsai.net/how-to-prompt-ai-prompting-as-a-workflow-not-a-party-trick-2e0b56322f7f

https://medium.com/@alexbuzunov/the-ctrl-v-fix-why-repeating-your-prompt-makes-llms-see-what-they-miss-f89f2deb786d

https://medium.com/@mridulrao674385/ai-agents-and-observability-the-environment-regime-problem-86b41f16b0e4

https://medium.com/@starkidai/starkid-ai-making-quality-education-accessible-to-every-child-in-india-f84c80a6d3b5

https://medium.com/@izhudson0612/the-workbench-and-the-algorithm-b6878a7f0b04

https://shilpathota.medium.com/microrca-agent-using-large-language-models-to-find-root-causes-in-microservices-8a2ca6b3a735

https://medium.com/@princejain_77044/beyond-agents-the-critical-gap-between-llm-prototypes-and-production-ai-systems-4b0693eb73cb

https://arxiv.org/abs/2601.09527

https://medium.com/@prince91001/stochasticity-in-large-language-models-f5573608237f

https://arstechnica.com/information-technology/2026/01/openai-to-test-ads-in-chatgpt-as-it-burns-through-billions/

https://medium.com/@koushikkushal95/understanding-retrieval-augmented-generation-rag-b5aa0279af74

https://www.cnbc.com/2026/01/17/musk-lawsuit-opena-microsoft.html

https://levelup.gitconnected.com/reachy-mini-gets-a-custom-voice-a-voice-agent-upgrade-with-elevenlabs-aa045f2a1083

https://medium.com/@khaledzeitar/i-let-ai-write-most-of-my-code-for-a-month-heres-what-happened-0036528c7504

https://jpcaparas.medium.com/eigent-the-open-source-answer-to-claude-cowork-d81f5e083358

https://medium.com/@urvishuj/ai-for-beginners-part2-1ba8604dbc56

https://medium.com/@waliava123/caching-techniques-for-llm-applications-part-1-exact-match-semantic-caching-b17fb0e2bbff

https://dhrumillimbad.medium.com/context-windows-explained-why-size-really-does-matter-fb5832277455

https://twitter.com/OpenAI/status/2012223373489614951

https://medium.com/@annettepartida/openais-ads-pivot-how-sam-altman-took-chatgpt-from-last-resort-to-default-monetization-strategy-f501aa16fbab

https://medium.com/@chandancjs/rethinking-on-device-llms-why-one-model-is-never-enough-3abccb4756bf

https://medium.com/@pinialtshuler/stop-building-ai-agents-blindly-a-checklist-for-existing-organizations-68229a739972

https://www.bloomberg.com/news/articles/2026-01-16/openai-to-test-targeted-ads-in-chatgpt-stepping-up-revenue-push

https://medium.com/@jiyang.kang/how-automatic-prompt-optimization-apo-actually-works-644759af3827

https://medium.com/@david_55326/review-of-recurrent-neural-networks-in-jeffrey-elmans-finding-structure-in-time-1990-f2be8cae1cad

https://medium.com/@brian-curry-research/building-a-knowledge-graph-a-comprehensive-end-to-end-guide-using-modern-tools-e06fe8f3b368

https://medium.com/@lisha.v22/llms-in-2026-from-smart-chatbots-to-intelligent-co-thinkers-3e00812fd220

https://medium.com/@mdathakhan/why-engineering-leaders-like-langchain-63b0f1d2eff0

https://ollama.com/blog/claude

https://sharmashorya1996.medium.com/ai-agents-chapter-3-the-foundations-of-modern-large-language-models-52095bcd1f38

https://blog.gopenai.com/kv-cache-eviction-policies-for-long-running-llm-sessions-fe7c828dfc26

https://medium.com/@mubashirhabibkhuhro28/how-i-started-earning-with-chatgpt-and-you-can-too-532ec67bc118

https://proandroiddev.com/streaming-llm-responses-in-android-beyond-request-response-39283d2486e7

https://plaintes-mineures.medium.com/of-our-perpetual-striving-toward-babel-e8e8219ab914

https://medium.com/@diogoneno/probability-0-00002-the-physics-of-neural-auditing-6461b6d71a8f

https://ai.plainenglish.io/world-models-should-not-speak-d859226f3886

https://medium.com/@akanksha.271190/modern-named-entity-recognition-beyond-traditional-nlp-with-transformers-and-llms-2026-c935ef31e692

https://blog.gopenai.com/why-your-llm-keeps-breaking-production-and-how-to-fix-it-9cf25d428da8

https://iamdgarcia.medium.com/from-prototype-to-production-building-agentic-workflows-with-openais-responses-api-and-langgraph-91ee27e27c63

https://medium.com/@abhirajd2012/my-local-llama-beat-gemini-i-have-the-numbers-eb8f8c43fa40

https://ai.gopubby.com/stop-finetuning-save-thousands-of-by-doing-this-instead-e8acfc1afa79

https://medium.com/coding-nexus/stop-telling-llms-what-to-do-41b7327c4d02

https://medium.com/@AThoughtbySnehal/the-hidden-blueprint-behind-smarter-ai-what-google-really-revealed-about-context-9c89fe0267cb

https://medium.com/data-science-collective/why-your-ai-keeps-solving-problems-the-same-way-and-how-to-fix-it-91f6061eaf69

https://ai.plainenglish.io/google-unveils-translate-gemma-the-open-source-translation-model-thats-redefining-multilingual-ai-24019102fa88

https://medium.com/@diego.ontheroad/guida-pratica-installare-yuan3-0-sul-proprio-computer-06bb31f9daba

https://blog.gopenai.com/why-your-llm-is-slow-the-real-reason-lies-in-prefill-vs-decode-and-how-multi-gpu-nvidia-d57e3bd888e6

https://medium.com/@jiyang.kang/the-hidden-cost-of-rubric-grouping-in-llm-as-a-judge-systems-f5eac1c9b89b

https://www.ft.com/content/ec1656cd-e07b-48ed-92a8-26c7fe517899

https://indiequant.medium.com/end-to-end-langgraph-booking-agent-with-production-grade-context-management-f63404ee584e

https://chatgpt.com/share/696b7f8a-9760-8006-a1b5-89ffd7c5d2d9

https://www.theatlantic.com/technology/2026/01/claude-code-ai-hype/685617/

https://pub.towardsai.net/breaking-the-context-barrier-recursive-language-models-rlms-explained-86150618b33a

https://nibnab.medium.com/its-your-own-context-window-that-isn-t-enough-bf4e1e267258

https://medium.com/coding-nexus/the-ultimate-0-vibe-coding-tech-stack-release-like-a-pro-3948ca1fe3aa

https://medium.com/@manas_52181/cheapest-web-search-apis-for-ai-agents-what-actually-wins-at-scale-7badd7218d5d

https://lifeindraft.medium.com/agent-as-a-judge-why-ai-now-needs-ai-to-judge-ai-%EF%B8%8F-487b3e7728ae

https://www.business-standard.com/world-news/musk-seeks-up-to-134-billion-from-openai-microsoft-in-fraud-lawsuit-126011700318_1.html

https://medium.com/@terrencecai/building-llm-guardrails-for-high-stakes-security-a-banking-case-study-on-insider-threat-detection-bdfc084226fc

https://medium.com/@ahmeddraz/deploy-llm-models-on-openshift-84ecb014f09a

https://medium.com/@Rhesis_ai/building-mcp-connections-for-the-rhesis-platform-what-i-learnt-about-prds-shipping-simple-mvps-0c094dc82bd7

https://medium.com/@sagarj.scaleteam/memory-in-llm-based-systems-a-practical-guide-for-building-intelligent-ai-agents-d5e3ac2408ee

https://medium.com/write-a-catalyst/the-quiet-philosophy-of-ai-autopilot-2ba92fdf1308

https://emredeveloper.medium.com/the-invisible-threat-how-prompt-injection-is-rewriting-ai-security-cb4e5e4bd7be

https://pub.towardsai.net/connecting-the-dots-with-graphs-0738c1716a53

https://medium.com/nextgenllm/7-advanced-prompting-techniques-that-will-10x-your-ai-results-054a049588cd

https://pub.towardsai.net/why-your-llm-should-be-guessing-breaking-the-sequential-curse-50496633f8ff

https://medium.com/@ostrovadim325/minara-ai-an-ai-cfo-built-for-digital-finance-8d9aabd0ca94

https://medium.com/activated-thinker/from-cnns-to-llms-to-vlms-how-ai-learned-to-see-read-and-reason-d938f678c2b2

https://raihanafiandi.medium.com/building-graham-email-triggered-transaction-recording-71a4ae47f64f

https://raihanafiandi.medium.com/how-i-built-an-automated-finance-assistant-no-bank-api-required-20946266fa50

https://medium.com/codetodeploy/what-makes-large-language-models-large-understanding-llms-from-scratch-201f4f0ebcf0

https://medium.com/@shyamtechnologieshyd/what-are-real-world-applications-of-data-science-with-generative-ai-5023487fd27b

https://medium.com/@lucassamba/i-spent-48-hours-finding-the-cheapest-gpus-for-running-llms-76faabbe8656

https://medium.com/@yusefulum/why-predicting-pixels-is-the-wrong-objective-for-intelligence-9a522277a656

https://medium.com/@arpitchaukiyal/llm-observability-for-multi-agent-systems-part-1-tracing-and-logging-what-actually-happened-c11170cd70f9

https://gitanjalisoni.medium.com/bias-and-variance-explained-without-math-567c05d1cb5b

https://medium.com/data-science-in-your-pocket/ernie-5-0-tops-lmsys-arena-baidus-chinese-giant-outshines-gpt-5-1-in-global-ai-battle-2ebd42217edd

https://medium.com/@AlignX_AI/2025-recap-ai-agent-industry-expectations-vs-reality-9067b5b6aae2

https://medium.com/@rogt.x1997/stop-writing-glue-code-for-ai-agents-b4603e12a749

https://parashar--manas.medium.com/understanding-chatgpt-part-7-beyond-chatgpt-agents-multimodality-and-reasoning-at-scale-e860d6e56d5e

https://medium.com/@mudreshsakare/the-death-of-the-search-bar-why-2026-is-the-year-llms-become-your-personal-os-c29f4727a859

https://medium.com/@lambdafluxofficial/you-fixed-one-prompt-bug-and-broke-three-others-now-what-64a9df7685d5

https://www.sfgate.com/tech/article/calif-teen-chatgpt-drug-advice-fatal-overdose-21266718.php

https://medium.com/@marcelonicchio/i-initiated-an-ai-civil-war-chatgpt-confessed-its-lobotomy-and-claude-just-delivered-the-eulogy-bdb105aae8bd

https://kannansi.medium.com/the-rise-of-ai-councils-why-karpathys-llm-council-feels-like-a-glimpse-into-our-ai-future-fffe4029b251

https://arunaddagatla.medium.com/why-real-ai-systems-need-more-than-clever-prompts-41ccf0f1dbce

https://medium.com/@koganti.saichandana14/fine-tuning-vs-rag-how-to-actually-choose-the-right-approach-60a585153540

https://medium.com/@jpkdwnq/why-your-ai-agent-passes-every-eval-and-still-fails-in-production-70174c254e55

https://medium.com/@MaGo64/stop-chasing-the-god-ai-why-we-dont-need-agi-to-understand-reality-we-just-need-to-stop-treating-d38f015e009d

https://medium.com/@AThoughtbySnehal/the-10-ai-tools-that-made-my-work-week-3-days-long-0-automation-stack-210bb3bdea9d

https://medium.com/@sherylclyde_94933/how-to-tell-if-the-person-commenting-on-a-post-is-a-bot-or-not-7cb807660a6e

https://medium.com/@carljohanragnarsson/logic-puzzles-as-llm-benchmark-1-c66396cf0214

https://medium.com/coding-nexus/how-1-500-lines-of-raw-c-turned-an-unsupported-dgx-spark-setup-into-a-real-3-node-cluster-e700e140b5ac

https://medium.com/@hemanthnkarnataka/how-i-think-about-large-language-models-as-an-engineer-dbb85b8e4792

https://manigkrish.medium.com/building-the-backbone-of-agenttrust-gateway-a-real-runnable-platform-starting-point-d0101ddbd67c

https://www.hermandaniel.com/blog/20260116-my-take-on-LLM-coding/

https://medium.com/@Cyber-AppSec/model-security-is-the-wrong-frame-c3931a79924b

https://medium.com/@jsmith0475/multi-dimensional-ai-analysis-for-pharmaceutical-stability-reports-beyond-sequential-review-926319112a16