LLM News and Articles

https://medium.datadriveninvestor.com/cut-your-llm-costs-by-20-60-without-losing-quality-the-practical-playbook-8e4d55fccf36

https://medium.com/@shashwatabhattacharjee9/beyond-attention-is-all-you-need-understanding-why-transformers-revolutionized-deep-learning-137219c33425

https://medium.com/@james_22329/will-amazon-s3-vectors-kill-vector-databases-or-save-them-4a148cef3a43

https://medium.com/coding-nexus/top-5-ai-model-optimisation-techniques-for-faster-and-cheaper-inference-c456be86ab84

https://medium.com/coding-nexus/llada-2-0-how-diffusion-llms-beat-autoregressive-models-at-100b-scale-aac7c01adab9

https://medium.com/@myatpyaepaing/we-understand-synapses-but-not-consciousness-and-thats-the-real-agi-problem-9b8db4918216

https://medium.com/@omanyuk/thermodynamic-lower-bounds-for-compute-memory-separation-why-data-movement-dominates-energy-5d2b0d80643f

https://medium.com/@chadyuk_24524/this-is-agi-s2e3-will-agi-obey-logic-2a05cf8357d5

https://medium.com/@zljdanceholic/neurips-2025-oral-why-does-the-multimodal-rag-still-answer-nonsense-72505164a34d

https://medium.com/@youth_k/why-the-next-generation-of-ai-needs-the-physics-of-love-65b2cc188720

https://medium.com/@2nick2patel2/llm-cost-dashboards-for-backends-token-budgets-cache-hit-rates-and-alerts-29b2185a5202

https://medium.com/@ktiyab_42514/beyond-generative-dialogue-what-llms-actually-enable-for-game-characters-570765169bd9

https://simonwillison.net/2025/Dec/15/porting-justhtml/

https://medium.com/@neevdeb26/llms-with-a-past-inside-the-generative-semantic-workspace-revolution-1336f67ddef9

https://pub.towardsai.net/how-i-fine-tuned-an-8-b-parameter-ai-model-on-a-free-gpu-and-you-can-too-06d44f246b5a

https://medium.com/electronic-life/beyond-functionally-illiterate-ai-revisiting-rebooting-ai-c6dc54103274

https://medium.com/@hemanthvamsikrishna/how-to-design-a-neural-network-the-complete-guide-5f31b06681ba

https://medium.com/@c.giancaterino/stop-waiting-for-data-how-generative-models-are-reshaping-insurance-analytics-ec102a2e5177

https://medium.com/@oguzsava/your-customer-isnt-human-anymore-welcome-to-the-age-of-b2a-business-to-agent-25563db9a54f

https://medium.com/@andygoinc/i-built-an-ai-contract-analyzer-that-never-sees-your-contracts-725cd6592b76

https://medium.com/@Cyber-AppSec/are-llms-actually-good-enough-to-replace-humans-in-static-code-analysis-532bcd7902a7

https://medium.com/@s.kirmer/understanding-the-generative-ai-user-0e1c10e2baa8

https://medium.com/@robman/my-real-goal-is-to-hack-into-anthropics-servers-deb6112c3691

https://medium.com/@joystonjoel1/distillation-models-turning-giant-neural-networks-into-tiny-powerhouses-b3250b416251

https://medium.com/@AIbatros/building-enterprise-rag-pipelines-with-n8n-and-vector-stores-a29c4b6e739b

https://pub.towardsai.net/the-atomic-traits-of-llms-49911f9f1bce

https://just-merwan.medium.com/the-end-of-gluing-why-the-model-context-protocol-mcp-is-essential-for-the-ai-agent-revolution-8e78c5a49d62

https://naina0412.medium.com/important-bookmark-compilation-of-llm-system-design-with-system-design-case-studies-242d8d1ec8eb

https://cloudmersive.medium.com/how-to-classify-or-categorize-a-document-with-ai-in-python-2ed88c4a8dba

https://medium.com/@rn.manogna/langchain-in-10-minutes-from-zero-to-your-first-llm-app-cbdf5a4e43f6

https://medium.com/@michael.harms_57592/ai-series-ep-8-key-chunking-strategies-in-rag-optimize-your-rag-90117441af42

https://medium.com/@nottelabs/self-sufficient-ai-agents-with-notte-agent-identities-4388ebb64ec6

https://medium.com/@tspann/all-data-and-ai-weekly-220-15-dec-2025-4d6ab99ec8ce

https://michielh.medium.com/toon-the-token-efficient-data-format-revolutionizing-llm-communication-7084aca9a4f2

https://medium.com/@fmarshall/working-with-llms-2f5245b738a2

https://medium.com/@pejaonomato/do-you-recycle-your-prompts-the-hidden-environmental-cost-of-ai-c2ad2239fed1

https://medium.com/@divyarajsinhdev/rag-teaching-ai-to-find-answers-not-memorize-them-830372d2b95e

https://medium.com/@ihoyos_48023/why-most-ai-initiatives-stall-before-they-matter-9e1f1e922b90

https://medium.com/@thekzgroupllc/speculative-decoding-89843211336b

https://filiprejmus.medium.com/building-agents-with-mcp-a-short-report-of-going-to-production-a64cb0ee3891

https://feeding.cloud.geek.nz/posts/learning-new-programming-language-with-ai/

https://medium.com/@michael.harms_57592/ai-series-ep-7-social-engineering-of-large-language-model-shadow-data-in-rag-revealed-c28cc40a0af8

https://medium.com/@r.harvey/prompt-engineering-techniques-to-avoid-hallucination-in-ai-agents-1bb61178ef5c

https://medium.com/@hayrunnisaulucay/rag-yapay-zek%C3%A2n%C4%B1n-s%C4%B1n%C4%B1rs%C4%B1z-ve-g%C3%BCncel-bilgiye-a%C3%A7%C4%B1lan-kap%C4%B1s%C4%B1-3b64fdb644e2

https://abhiverse01.medium.com/making-attention-smarter-c69956014146

https://tracyrenee61.medium.com/dangers-of-using-a-llm-to-make-calculations-3bb93285641d

https://pub.towardsai.net/the-long-context-illusion-why-memory-is-still-the-engine-of-intelligence-efa5707bb1b3

https://medium.com/wordspace/model-context-protocol-mcp-nedir-nasil-kullanilir-074ee5331016

https://medium.com/@gregregregregr/how-to-use-llms-effectively-in-data-science-56dbbb78a0a4

https://medium.com/@achang67/scratch-to-scale-scaling-stock-prediction-llm-using-grpo-finetuning-2ad6689b1952

https://www.xda-developers.com/made-rss-better-obsidian-summaries-local-llm/

https://ai.plainenglish.io/getting-started-with-open-weight-models-deploying-mistral-3-on-aws-bedrock-1741a6ccdec7

https://medium.com/@1206013760/neurips-2025-spotlight-a-token-is-worth-over-1-000-tokens-efficient-knowledge-distillation-via-8139d18e097a

https://sfstandard.com/2025/12/11/openai-microsoft-sued-suzanee-adams-stein-erik-soelberg/

https://huggingface.co/blog/ibm-research/cuga-on-hugging-face

https://medium.com/@muskanmarghani13/langchain-vs-llamaindex-key-differences-use-cases-and-when-to-use-each-8ce089bd93d5

https://medium.com/@genai.works/neural-networks-101-a-simple-guide-for-absolute-beginners-part-1-e897666cc20f

https://medium.com/@vinodh.thiagarajan/modern-ai-workflows-a-practical-landscape-7a21b8c6324e

https://medium.com/@LakshmiNarayana_U/what-100-trillion-tokens-reveal-about-how-we-actually-use-ai-120c9f9ef6a6

https://medium.com/@levi_stringer/the-invisible-denominator-on-measuring-what-language-models-actually-cost-28c88918baea

https://cobusgreyling.medium.com/gpt-5-2-tool-calling-5da24cfaba48

https://medium.com/@mohamedanserali_67804/llms-dont-know-your-data-rag-makes-them-look-it-up-0a21825a8512

https://medium.com/@animakit/local-mcp-basics-with-lm-studio-0abc6c3932f1

https://medium.com/doctrine/language-models-are-injective-and-hence-invertible-79769d717c7e

https://medium.com/@office.dosanko/the-day-my-ai-stopped-being-nice-and-started-being-real-dc70e4aa4979

https://medium.com/@breezen100/a16z-leads-16m-round-oboe-com-is-rebuilding-personalized-learning-with-ai-01cee03d70e8

https://medium.com/@tsuki701/a-local-ai-domain-specialist-at-your-fingertips-an-exploration-4001a438e22c

https://medium.com/@tushitdavergtu/the-evolution-of-rag-from-blind-retrieval-to-autonomous-reasoning-part-1-00de978945a8

https://kotrotsos.medium.com/agent-skills-101-why-prompts-dont-scale-7dadb849bf9d

https://leonnicholls.medium.com/building-a-solo-studio-with-google-gemini-6489a26870f5

https://medium.com/data-science-collective/pretraining-is-powerful-but-maybe-we-are-relying-on-it-too-much-6b6576469c34

https://liamgmartinwriter.medium.com/how-to-prompt-ai-5-smart-strategies-to-try-e576fc0a0f5f

https://blog.cloudflare.com/radar-2025-year-in-review-internet-services/

https://medium.com/@theegelavishnuvardhan22/why-we-went-from-massive-llms-to-slms-lmms-and-agents-and-why-the-best-model-doesnt-exist-41d35f4e460b

https://medium.com/@andreacolapicchioni/mcp-servers-the-hidden-token-tax-behind-the-magic-connector-part-one-83363598ffc9

https://huggingface.co/blog/nvidia/nemotron-3-nano-efficient-open-intelligent-models

https://benjojo.co.uk/u/benjojo/h/Gxy2qrCkn1Y327Y6D3

https://medium.com/@mstfrgn/are-large-language-models-statistical-parrots-8f7ef855ba91

https://medium.com/@hitorunajp/from-zero-to-ai-api-ship-your-frontend-to-the-cloud-streamlit-fargate-5727b6e00f7c

https://uxdesign.cc/so-your-ai-wants-a-personality-9cbb47e07dd7

https://marcusolang.substack.com/p/im-kenyan-i-dont-write-like-chatgpt

https://pub.towardsai.net/context-engineer-your-agents-for-efficient-mcp-use-a44578d2b1c5

https://medium.com/@marcinhaupka/from-pipelines-to-agents-a-weekend-size-learning-path-a2e712c68403

https://medium.com/@zeeshan98_90816/taxonomies-of-hallucinations-in-llms-0f7b8e99bc6a

https://generativeai.pub/the-most-dangerous-myth-in-ai-that-progress-is-just-more-data-and-more-compute-bb8ac518030f

https://iamdgarcia.medium.com/unlocking-the-power-of-llm-observability-transform-your-ai-analytics-f59b530bd4a6

https://www.phoronix.com/news/GCC-To-Consider-LLM-Patches

https://medium.com/@toygun.yilmazer/yapay-zek%C3%A2-%C3%A7a%C4%9F%C4%B1nda-marka-i%CC%87n%C5%9Fas%C4%B1-%C3%A7ift-kitle-form%C3%BCl%C3%BC-de8cbf407ae0

https://pub.towardsai.net/the-transformer-architecture-a1caa330ddc6

https://medium.com/@yzelencov/metamorphic-thinking-why-prompting-stops-working-and-what-replaces-it-2d7988d5ebb5

https://cameronrwolfe.substack.com/p/olmo-3

https://medium.com/@dennis.somerville/the-ai-communication-layer-nobodys-building-102399952e23

https://dwayne-phillips.medium.com/cleverly-deceptive-06a2ce56695b

https://medium.com/oracledevs/tutorial-evolving-cybersecurity-with-open-agent-spec-and-wayflow-f7ecd3b6e7df

https://medium.com/@kinhikar/why-your-ai-benchmarks-lie-to-you-72f4785aefa2

https://medium.com/@vsnkariyakarawana/why-qa-matters-more-when-ai-writes-and-executes-our-software-367490f9e74e

https://medium.com/@ramshasuhail46/why-orchestration-is-the-hardest-part-of-building-llm-applications-56953da30c1d

https://medium.com/@aingason/the-agentic-period-of-ai-is-just-starting-insights-from-the-new-jair-survey-on-agentic-llms-9ecc6116a0d0

https://medium.com/@kalyanvisualpath/large-language-model-llm-courses-at-visualpath-bba6ae30e0e2

https://medium.com/illumination/how-llms-can-humanize-content-while-scaling-research-efforts-d052a0e285c5