LLM News and Articles

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

https://medium.com/@sanjoy_nath/the-death-of-arithmetic-why-your-math-teacher-was-wrong-about-god-189e7614d95d

https://medium.com/new-writers-welcome/this-ai-revolution-will-make-you-rethink-writing-forever-3cb19b7aebf6

https://medium.com/@sanjoy_nath/sanjoy-naths-geometrifying-trigonometry-for-school-problems-what-if-every-trigonometry-equation-0da323a83c51

https://medium.com/@zhangchenyu555/graph-rag-when-retrieval-stops-being-a-search-problem-and-becomes-a-reasoning-problem-b4ae916c52ac

https://www.marktechpost.com/2026/01/30/ai2-releases-sera-soft-verified-coding-agents-built-with-supervised-training-only-for-practical-repository-level-automation-workflows/

https://medium.com/@yangxin.sz.ch/prompting-llms-like-a-state-machine-instead-of-a-chatbot-8ddbaea04c13

https://peq42.com/blog/u-s-cybersecurity-chief-uploaded-classified-files-to-chatgpt/

https://medium.com/@mike.pevzner_52245/turning-plans-into-lessons-how-llm-driven-engineering-can-learn-as-it-ships-851e7f4401ab

https://medium.com/@mohan_sankaran/prompts-are-systems-not-strings-fe0f593b500e

https://medium.com/@ismailcankaratas/llm-agentlarda-kontrol-edilebilirlik-nas%C4%B1l-sa%C4%9Flan%C4%B1r-05123706fc4d

https://medium.com/@genaishaktesh/semantic-caching-the-silent-system-that-saves-ai-companies-millions-878282bf8b88

https://medium.com/bullacademy/sandisk-from-335-to-670-in-22-days-when-the-risk-reward-breaks-in-your-favor-d46f030571e5

https://namrata23.medium.com/top-overall-coding-models-bb048a65f846

https://medium.com/@suquelishropojikgovernment/major-lexicon-project-launched-for-suquelinese-language-664e09313400

https://www.reuters.com/business/pentagon-clashes-with-anthropic-over-military-ai-use-2026-01-29/

https://leducphong.medium.com/when-ai-gets-personal-did-you-care-enough-about-your-safety-and-privacy-5f37cb191e82

https://medium.com/@lvmielke/a-ia-realmente-entende-a-contabilidade-brasileira-822d14a1b9a0

https://medium.com/@shirindehghani/why-reinforcement-learning-matters-for-large-language-models-703b07812e66

https://medium.com/@trevisan3008/how-to-use-your-intel-npu-to-run-local-llms-a8d17f835f37

https://medium.com/@shereshevsky/graphrag-vs-hipporag-vs-pathrag-vs-og-rag-choosing-the-right-architecture-for-your-knowledge-graph-a4745e8b125f

https://medium.com/@chimp/beyond-chatbots-building-a-multi-agent-ai-debate-system-with-snowflake-cortex-aec158b0b7de

https://medium.com/@alex_54871/anthropic-turns-ai-ethics-into-a-competitive-differentiator-2a10d255a519

https://shweta-lodha.medium.com/building-ai-agents-with-custom-tooling-using-the-github-copilot-sdk-68db41e0518f

https://medium.com/@acontext.community/new-feature-per-user-resource-management-71b990e20858

https://medium.com/@apurv.pujari1/implementing-and-validating-mhc-a-deep-dive-into-manifold-constrained-hyper-connections-56feb86be8f8

https://pub.towardsai.net/7-types-of-embeddings-that-power-modern-semantic-search-a-complete-guide-0597b6be8790

https://medium.com/@rogt.x1997/outcome-is-the-new-interface-why-software-is-quietly-replacing-users-890b7b120345

https://medium.com/@evans.malcolmc/the-1-7b-benchmarking-trap-can-we-trust-the-ratings-703c92fb2724

https://medium.com/@shashwatabhattacharjee9/beyond-training-data-how-adversarial-evolution-is-rewriting-the-rules-of-machine-intelligence-a0881f432f14

https://medium.com/@enjtorian/the-fragmentation-challenge-in-ai-development-why-your-prompts-are-like-out-of-control-lego-blocks-189acc0632ed

https://medium.com/@rylxes/from-skeptic-to-believer-a-senior-developers-journey-into-ai-assisted-coding-08d0af85c19a

https://engineering.trustfull.com/the-agent-of-deduction-solving-crimes-with-langgraph-a2b60ee3ecb2

https://pub.towardsai.net/agentic-rag-6-revolutionary-types-where-ai-decides-what-to-retrieve-cfb1f82f244d

https://medium.com/@vlad.koval/stop-treating-rag-like-a-black-box-heres-what-really-matters-4bed2f1f07a3

https://galiusha.medium.com/testing-isnt-enough-how-to-really-evaluate-large-language-models-72a87591852e

https://www.nytimes.com/2026/01/28/style/chatgpt-college-admissions-advice.html

https://moldandyeast.substack.com/p/agentic-algebra

https://medium.com/@daniel.bilek/tool-of-choice-how-to-code-with-llm-1-5a147bb4facc

https://blog.devgenius.io/why-parallel-tool-calling-matters-for-llm-agents-cf54bde0b17e

https://medium.com/@ddd.theprdguy/a-non-developers-vibe-coding-os-3cea430f8b97

https://medium.com/modelmind/how-much-does-it-cost-to-run-clawdbot-moltbot-a-practical-cost-guide-bee6774c6464

https://pub.towardsai.net/the-wow-demo-trap-is-killing-llm-projects-heres-the-exit-de0c8c676430

https://medium.com/@jmcdaid/rhode-islands-ai-education-plan-beyond-the-horseless-carriage-bdd87d884329

https://medium.com/@visnus12a22223/reasoning-language-models-rlms-the-shift-from-text-generation-to-thinking-4e9182bcf5af

https://medium.com/@nafenaf/first-time-nge-prompt-pakai-bahasa-alien-d7f1574d1d68

https://medium.com/@jones.steveg/ditch-the-copilot-delegate-to-ai-5819509c999c

https://pub.towardsai.net/beyond-regex-a-simple-guide-to-modern-text-classification-in-production-95591bd357ce