LLM News and Articles

https://python.plainenglish.io/from-bigrams-to-transformers-building-a-gpt-model-from-scratch-d33489f23b7d

https://medium.com/@silva.f.francis/building-llms-from-scratch-python-practical-code-examples-653388904093

https://github.com/jmuncor/sherlock

https://medium.com/@nirajmind/when-gemini-blocked-my-singapore-vm-a-real-world-journey-through-k3s-cloud-run-proxies-ai-f95846b93566

https://medium.com/@patriwala/the-art-of-context-management-strategic-approaches-when-llms-hit-their-memory-limits-2b361805b586

https://vgthinks.medium.com/is-prompting-new-78d7776c7b63

https://dev.mkn.us/world.html

https://medium.com/@gabrielvalverdecastilla/el-teorema-de-la-torrija-validaci%C3%B3n-sem%C3%A1ntica-y-clases-de-equivalencia-en-llms-bc3fcd254273

https://medium.com/@sabarishds03/multi-agent-ai-systems-architecture-implementation-challenges-and-practical-insights-88148014b08a

https://medium.com/@preetivhegde/inside-a-large-language-model-a-beginner-friendly-tour-of-the-architecture-4a170322db42

https://medium.com/@tensormesh/when-the-founders-of-lmcache-created-tensormesh-they-built-it-on-a-foundation-they-knew-inside-0039e177bf99

https://medium.com/@businessboosters/why-most-business-advice-fails-and-how-ai-can-finally-fix-strategy-thinking-b06119103ecd

https://medium.com/@amlandynamo/how-ai-is-changing-the-memory-chip-race-6fba2610796c

https://blog.stackademic.com/recursive-language-model-destroys-the-context-window-limit-87bdfe3865c7

https://medium.com/@MaGo64/the-silicon-golden-rule-why-we-are-building-the-monster-we-fear-7eb0155790fc

https://share.tenten.co/moltbot-clawdbot-deployment-guide-leveraging-free-nvidia-apis-to-build-your-24-7-ai-assistant-e871387248e3

https://medium.com/@vineet.dpnd.ofc/ai-automation-journey-from-l1-chaos-to-l3-precision-part-6-278cc42d1f2c

https://jpcaparas.medium.com/moonshots-kimi-k2-5-can-spawn-100-ai-agents-to-do-your-work-5c7f0bd90a88

https://generativeai.pub/moonshots-kimi-k2-5-can-spawn-100-ai-agents-to-do-your-work-5c7f0bd90a88

https://www.blog.langchain.com/context-management-for-deepagents/

https://blog.langchain.com/context-management-for-deepagents/

https://medium.com/@atabarezz/the-best-oracle-weve-ever-built-wasn-t-magic-0986db734e55

https://medium.com/@koustubhgavhane4010/the-capital-wall-why-2026-ai-valuations-are-a-blueprint-not-a-bubble-83d0c26bf1fd

https://abvcreative.medium.com/the-transformer-has-a-brain-and-sometimes-its-faking-the-thinking-e4ec037dcd71

https://techcrunch.com/2026/01/28/trumps-acting-cybersecurity-chief-uploaded-sensitive-government-docs-to-chatgpt/

https://medium.com/@nraman.n6/the-complete-guide-to-fine-tuning-llms-and-slms-in-2026-27906ee236d8

https://medium.com/data-science-collective/how-i-enhanced-doclings-image-interpretation-capabilities-641ce017bce5

https://habla.news/hodlbod/tools-for-anti-conviviality

https://medium.com/@roeyazroel/how-i-run-cursor-sessions-that-scale-d1abe0d780f6

https://medium.com/@subhayan91/where-strategy-meets-execution-in-ai-products-aa7afda5513e

https://medium.com/@matiasmaquieira96/the-silent-coup-how-googles-gemini-3-flash-just-redefined-the-ai-war-and-why-everyone-missed-it-844d5acf6a53

https://levelup.gitconnected.com/llms-dont-need-to-be-smarter-they-need-to-check-their-work-6d572b586d93

https://medium.com/@MichaelHashimoto/can-llms-recover-meaning-from-compressed-japanese-text-fccc48534419

https://manuel-brenner.medium.com/efficient-and-interpretable-ai-models-through-sparse-nonlinearity-dcb1e1fbe3f8

https://ai1love6.medium.com/claude-with-ollama-9a0b90a2cd70

https://medium.com/@xtillion/proprietary-or-self-hosted-llms-which-is-right-for-your-business-665121dc32b6

https://glassai.medium.com/glass-ai-company-databases-and-llms-three-very-different-approaches-to-business-research-d071affb0561

https://burakkyildizml.medium.com/developing-a-local-llm-based-translation-api-with-langchain-and-langserve-94a10fb5c100

https://medium.com/sisai/code-is-presupposition-the-invisible-shackles-we-see-from-graphrag-0c90c5182f23

https://medium.com/@techmed/agentic-ai-part-1-definition-573e571e830c

https://medium.com/@lekhashree2012/why-most-rag-pipelines-fail-at-chunking-and-how-chonkie-fixes-it-5fcbf675c33a

https://pandeyparul.medium.com/exploring-tabpfn-a-foundation-model-built-for-tabular-data-3ad3177cc17f

https://medium.com/@ali.elhejazi/if-your-robot-needs-months-to-learn-me-its-already-lost-04a7b7350533

https://medium.com/@selimaltinoz10/building-a-production-grade-rag-system-from-structured-data-to-intelligent-question-answering-c47f273475df

https://medium.com/@sfgangloff/context-engineering-and-the-shape-of-thought-eddc4c164c29

https://medium.com/@goshailigoga/llm-cost-optimization-a-complete-guide-886cc2c40044

https://okanyurt.medium.com/getting-more-out-of-github-copilot-with-fewer-premium-requests-411f8df229d6

https://medium.com/data-analytics-at-nesta/beyond-vibes-how-to-actually-evaluate-ai-agents-part-2-cd144b91d65c

https://testrig.medium.com/ai-prompt-engineering-a-new-way-to-think-about-software-testing-d0af05b60655

https://www.wsj.com/tech/ai/softbank-in-talks-to-invest-up-to-30-billion-more-in-openai-8585dea3

https://medium.com/@manojkumars.msec/architecting-agentic-ai-from-reactive-retries-to-adaptive-intelligence-60d7c6cd89bb

https://medium.com/@nikhilkumar_36945/from-curiosity-to-compression-distillation-and-quantization-of-a-custom-t5-transformer-7cc184db30ee

https://medium.com/@aipapers/nvidia-fixes-grpo-for-llm-training-e551c2477495

https://github.com/NehmeAILabs/rightsize-cli

https://medium.com/@kanavkalra87/beyond-the-hype-building-an-enterprise-grade-rag-platform-part-2-29f763e538a8

https://medium.com/@patel.malhar89/simpo-the-alignment-trick-that-removes-dpos-hidden-tax-68b4744087f9

https://iamdgarcia.medium.com/auditing-hallucinated-citations-a-production-grade-toolkit-for-ai-research-6cb2c24c2f28

https://alain-airom.medium.com/domain-specific-language-models-book-review-158a4f83bbfa

https://fferoz.medium.com/small-large-and-frontier-models-comparing-ai-models-in-action-2bbe0e037396

https://medium.com/@venix/ai-my-bold-prediction-for-the-future-of-ai-part-2-45df075be57e

https://sherzat47.medium.com/depression-2c211a719cb8

https://medium.com/@kanavkalra87/beyond-the-hype-building-an-enterprise-grade-rag-platform-part-1-f74e4441e9ca

https://medium.com/write-a-catalyst/llms-don-t-just-flip-from-natural-to-broken-b55317908c3f

https://medium.com/@shashwatabhattacharjee9/the-architectural-divergence-why-lecuns-3-5b-0926f03cbf26

https://medium.com/@noafrankoohana/building-a-model-agnostic-genai-strategy-a-practical-guide-part-2-ad60d1308b2e

https://medium.com/@MyAIFingerprint/why-myaifingerprint-com-isnt-one-product-it-s-ten-products-322b2cd2319e

https://medium.com/@riadmouja47/the-ai-security-handbook-defending-the-machine-learning-pipeline-e196cbe72773

https://medium.com/@Wi_Fight_IT/breaking-the-guardrails-what-i-learned-from-red-teaming-an-llm-d194ff35c0ea

https://keerthana-13.medium.com/llm-guardrails-why-backend-engineers-should-care-8a315479bf7d

https://bytebridge.medium.com/why-mcp-still-matters-in-the-era-of-advanced-ai-agents-e8f85046e667

https://deepneuralai.medium.com/ai-driven-patient-support-the-future-of-healthcare-customer-experience-ecf016a103e1

https://medium.com/@ashutoshroy/making-llms-more-efficient-a-deep-dive-into-kv-cache-compression-3040c9e4e27d

https://medium.com/@duckweave/tool-using-agents-that-behave-like-seniors-afb8d0a88732

https://www.nytimes.com/2026/01/27/business/dealbook/altman-openai-minnesota.html

https://medium.com/@brolly-academy/how-generative-ai-works-llm-models-explained-for-beginners-2026-cdf45d753f47

https://ai.gopubby.com/best-open-source-llms-for-research-coding-and-ai-projects-7431bc7043ab

https://engineering.backmarket.com/ai-grading-for-trade-in-enabling-customers-through-ai-assisted-quality-assessments-460312b7dbb2

https://nothingcyber.medium.com/llms-and-genai-apps-risk-mitigations-part-11-unbounded-consumption-db3aef19b9d9

https://medium.com/@cognidownunder/one-hundred-agents-one-command-kimi-k2-5-just-rewrote-the-rules-of-automation-0e9db50bc694

https://jpcaparas.medium.com/im-done-why-ai-killed-the-coding-tutorial-1cc756b66764

https://medium.com/@jainultrivedi55555/why-llms-are-bad-at-math-but-great-at-reasoning-ce23b7d1f83f

https://fmind.medium.com/building-with-a2ui-extending-the-expressiveness-of-ai-agent-interfaces-d380ceac2040

https://medium.com/@kosi.gramatikoff/competence-vs-comprehension-the-philosophical-crisis-of-the-large-language-model-a7725d7a5181

https://medium.com/@jewelzedm.julian/why-walking-away-is-the-ultimate-prompt-engineering-strategy-cbed17de213d

https://medium.com/data-science-collective/clawdbot-moltbot-stop-building-chatbots-start-running-an-assistant-443639c4c7a1

https://medium.com/@ishank.iandroid/kimi-k2-5-my-deep-dive-into-the-future-of-agentic-ai-and-developer-workflows-ce25547a1303

https://medium.com/@amjadkudsi/three-tiers-of-language-models-small-large-and-frontier-8cc467809dde

https://medium.com/@pranavkavade777/hand-crafting-domain-specific-compression-with-an-llm-1d7ef390888b

https://medium.com/@kamalmeet/how-multimodal-ai-works-f558caa7c7d0

https://medium.com/@rogt.x1997/the-future-of-ai-isnt-smarter-it-s-persistent-e1534a290c64

https://medium.com/@marketing_novita.ai/a-practical-claude-cowork-alternative-eigent-desktop-b15d1d8a1212

https://medium.com/@koganti.saichandana14/why-llm-agents-break-in-the-real-world-and-what-to-do-about-it-adc6e9934998

https://medium.com/@muhibuddin12/why-mcp-matters-a-beginners-guide-to-smarter-ai-integrations-da3b934f34ed

https://medium.com/@mbonsign/dual-sparse-architecture-how-we-got-7x-more-parameters-without-slowing-down-28659c7dc890

https://medium.com/@jallenswrx2016/mistral-vibe-8044d0f5dbcf

https://devopslearning.medium.com/what-are-word-embeddings-32b0065010ad

https://medium.com/@izzybutera11/replicate-1-what-i-learned-from-reducing-ai-hallucinations-with-prompt-structure-42b2809257b1

https://medium.com/@swathisl/building-a-production-grade-text-to-sql-system-with-hybrid-rag-and-multi-agent-control-f567221dacdb

https://medium.com/@aibj_tech/terminal-log-the-year-of-the-system-why-2026-belongs-to-orchestration-6d9994de13a5

https://medium.com/@jiminlee-ai/3-3-llm-in-context-learning-hype-and-the-road-ahead-4d987a1b7d1e