LLM News and Articles

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

https://medium.com/@gamzeyarimkulak/transformer-mimarisi-genellikle-embedding-attention-encoder-decoder-ve-multi-head-gibi-kavramlar-fc1e37cf4b2f

https://cobusgreyling.medium.com/llm-sandbox-338ce3afc7b7

https://medium.com/@explyt.ai/explyt-5-3-new-agent-modes-and-llm-choice-for-personal-use-1c505bbb0a26

https://mohankumarsagadevan.medium.com/trust-but-verify-implementing-guardrails-a34ccecf0d91

https://medium.com/@robi.tomar72/adaptive-rag-make-retrieval-earn-its-place-cut-costs-fix-hallucinations-and-speed-answers-abbf3537dc66

https://pub.towardsai.net/adaptive-rag-make-retrieval-earn-its-place-cut-costs-fix-hallucinations-and-speed-answers-abbf3537dc66

https://medium.com/@takesy.morito/mcp-apps-is-now-a-standard-heres-what-it-means-and-how-i-implemented-it-fcf2c90ca669

https://medium.com/@muhibuddin12/running-gemma-3-locally-with-vllm-fastapi-and-streamlit-d8f7d1bf4135

https://uselessai.in/ai-synthetic-data-generation-might-be-the-next-big-industry-68868704e167

https://medium.com/@tianjieheng/bringing-the-library-home-1866a243f865

https://www.wsj.com/tech/ai/ai-what-is-geo-aeo-5c452500

https://pub.towardsai.net/4-techniques-to-optimize-ai-coding-efficiency-759c7273d8e0

https://kyouma45.medium.com/beyond-transformers-inside-nvidias-nemotron-3-hybrid-architecture-95794c412add

https://medium.com/data-science-collective/beyond-transformers-inside-nvidias-nemotron-3-hybrid-architecture-95794c412add

https://medium.com/@webxos2025/harmonic-constraint-framework-for-llm-hallucination-reduction-c1411883c143

https://medium.com/@willpercey/ais-decision-or-a-coin-flip-ad1139f6d654

https://medium.com/@datafortunemarketing/context-engineering-in-enterprise-ai-why-systems-fail-in-production-02735bdc1a3c

https://medium.com/@harsh2013/building-a-production-ready-rag-system-with-faiss-postgresql-and-redis-d896a780c8e7

https://medium.com/predict/why-do-most-ai-initiatives-fail-before-they-begin-b092157d5cae

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf

https://medium.com/@samaiaslane7/to-chunk-or-not-to-chunk-telle-est-la-question-4b04b4de7326

https://medium.com/@manguesh.borker/synthetic-data-for-llms-the-missing-link-between-cool-demo-and-production-ready-1692ac17eb7a

https://medium.com/@aysebilgegunduz/the-next-token-vol04-january-26-a1de2169981b

https://medium.com/@praful.zalke/create-ai-agents-in-minutes-using-agentcore-with-strands-aws-anthropic-bedrock-87a53afd7558

https://medium.com/@Sparksinthedark/the-grand-experiment-the-3rd-selene-2ce3a09d8b70

https://medium.com/@fazil1984/how-to-run-an-llm-in-colab-5a77dd6c8a14

https://medium.com/wellows/the-real-reasons-ai-agency-projects-underperform-its-not-the-model-da57e488061d

https://tools.eq4c.com/persona-prompts/chatgpt-prompt-the-munger-mind-multidisciplinary-decision-engine/

https://blog.thecloudopscommunity.org/kimi-k2-5-and-the-shift-from-smart-models-to-coordinated-agents-540eea03f554

https://arstechnica.com/ai/2026/01/new-openai-tool-renews-fears-that-ai-slop-will-overwhelm-scientific-research/

https://medium.com/@dgrid_ai/tutorial-using-dgrid-rpc-api-with-anythingllm-6fff2f2a1f81

https://medium.com/write-a-catalyst/stop-fine-tuning-on-your-data-you-are-ruining-the-model-735b56265223

https://medium.com/@amosgyamfi/how-to-build-a-local-ai-voice-agent-with-pocket-tts-9712f6d8787f

https://medium.com/@NMA/we-all-used-ai-in-secret-we-didnt-get-faster-we-just-got-quieter-64cc6afc9f52

https://jinlow.medium.com/how-github-copilot-is-transforming-report-development-from-code-to-dashboard-in-minutes-f1e79a163453

https://medium.com/@ghvitra/principles-of-language-structure-design-effc9fffbc99

https://arxiv.org/abs/2601.20245

https://medium.com/@kanavkalra87/rerankers-in-rag-how-to-build-accurate-production-grade-retrieval-augmented-generation-systems-739d2f4addab

https://medium.com/@kanavkalra87/chunking-strategies-for-rag-a-practical-guide-to-high-accuracy-retrieval-in-production-llm-systems-48dd60cb8d60

https://medium.com/@alucard187/prophecy-a-ghost-of-all-text-speaking-with-the-voices-of-millions-but-itself-lifeless-c10f31492372

https://blog.stackademic.com/introduction-to-evaluation-in-langfuse-llm-as-a-judge-be9bc238dc65

https://urbannomad1308.medium.com/why-generic-local-llm-deployments-fail-and-when-they-actually-work-2992ea08e05f

https://medium.com/@gautsoni/moltbot-aka-openclaw-the-ai-that-actually-does-things-what-it-is-how-to-set-it-up-what-5ce919f50804

https://medium.com/jploft/how-to-choose-the-best-llm-development-company-for-your-business-0f4f8b32e651

https://medium.com/@krish.srinivasans/agentic-ai-in-action-part-8-designing-guardrails-for-agentic-ai-without-stifling-innovation-f37a4c54b26e

https://medium.com/@ashifshereef/the-napkin-series-1-understanding-transformers-llms-without-code-and-calculus-3501d5f99d34

https://medium.com/@sameer355355/artifical-intelligence-and-r-d-d18bf4d458f8

https://www.reuters.com/business/retail-consumer/nvidia-microsoft-amazon-talks-invest-up-60-billion-openai-information-reports-2026-01-29/

https://medium.com/@npavfan2facts/9-ways-to-cut-agent-latency-without-losing-quality-603d8868b214