LLM News and Articles

https://medium.com/codetodeploy/no-labels-needed-a-data-science-guide-to-self-improving-llms-7649d2732d69

https://medium.com/@dev_85296/the-only-llmops-stack-guide-youll-need-in-2025-346d62998d36

https://medium.com/codetodeploy/the-real-data-science-of-llms-a-pipeline-playbook-78d48f6abc99

https://medium.com/@akaivdo/the-age-of-model-is-the-agent-has-arrived-multi-agent-in-300-lines-from-scratch-no-framework-318d83ea3406

https://medium.com/codetodeploy/devstral-2-just-quietly-redefined-what-small-coding-models-can-do-d1756f39f232

https://medium.com/@mnitin3/article-1-the-physics-of-attention-the-anatomy-of-a-prompt-de0a49db77ea

https://medium.com/coding-nexus/miniguard-v0-1-matching-an-8b-safety-model-with-just-0-6b-parameters-fccd241f05bb

https://medium.com/coding-nexus/llama-cpp-server-gets-router-mode-switch-models-on-the-fly-without-restarting-d3a159dd567a

https://medium.com/@laavanjanlaa/natural-language-processing-and-large-language-models-e17c841918c2

https://medium.com/coding-nexus/nvidia-releases-gpt-oss-120b-eagle3-a-high-throughput-moe-model-built-for-real-inference-ccbf6b3e713d

https://medium.com/@anujagadde18/building-machine-learning-models-understanding-the-development-pipeline-5796d1ec1561

https://medium.com/@mandeep0405/gated-attention-solving-the-hidden-bottlenecks-in-transformer-attention-685867a24779

https://medium.com/coding-nexus/tensor-parallelism-in-transformers-how-to-scale-transformer-models-across-multiple-gpus-d7335ee99cec

https://medium.com/data-science-collective/building-reusable-knowledge-extraction-ai-workflows-with-a-few-lines-of-code-a5aff93c0e02

https://medium.com/@pdulepet/building-safer-ai-interpretability-drives-and-alignment-8996fa36f71c

https://medium.com/@rabia.baig105/why-every-ai-beginner-should-learn-rag-and-ragas-bd115f373050

https://medium.com/@anna.wojewodzka/long-range-recall-in-llms-what-users-notice-and-what-the-model-is-actually-doing-4d652e05c12d

https://abvcreative.medium.com/why-your-swarm-of-ai-agents-is-sometimes-dumber-than-one-model-1dfeb69c503c

https://medium.com/the-low-end-disruptor/openai-gpt-5-2-the-cheating-controversy-2fc7ee67b82e

https://ai.gopubby.com/grok-gemini-claude-and-chatgpt-are-not-what-you-think-they-are-1d65227cb9e4

https://medium.com/@yilihui0616/i-spent-30-days-training-a-translation-model-on-my-macbook-from-llama-to-qwen-a-detour-that-dde62877322a

https://atul4u.medium.com/mastering-vllm-kv-cache-10-battle-tested-tweaks-for-maximum-token-throughput-9101a4917c5a

https://medium.com/@simranjeetsingh1497/paper2web-turning-research-papers-into-living-websites-research-paper-explained-bd603aa251e6

https://medium.com/@basaranbaran/nedir-bu-quantizaton-008eb0ddf263

https://medium.com/@mandalayjefferson/unanswered-ai-questions-llms-ethical-development-and-just-compensation-for-copyright-holders-25df85cc5d39

https://inders-ai.medium.com/the-hidden-lever-behind-high-quality-retrieval-in-enterprise-rag-ab4a8c068ce7

https://medium.com/@shalha.mucha/building-ai-that-thinks-my-journey-into-agentic-architectures-e4983c71a340

https://medium.com/@muhammadasim1978/my-1st-training-course-for-ais-llms-over-retirement-beyond-age-ad38895a7be2

https://medium.com/@wesleydemorais/prompt-injection-in-llms-attacks-impacts-and-mitigation-strategies-c9c9b569fd72

https://pub.towardsai.net/building-ai-agents-in-2025-your-zero-to-hero-guide-328884708efa

https://medium.com/@nraman.n6/optimizing-ai-systems-a-practical-framework-for-reducing-latency-and-cloud-costs-8f95bdb18c7a

https://medium.com/@jakub_kowalski/mitre-att-ck-gemini-cli-3d26d25d28f4

https://medium.com/@annettepartida/kimi-k2-just-crashed-the-american-ai-party-and-its-holding-a-2-million-token-six-pack-046d1df22596

https://medium.com/data-and-beyond/stop-writing-prompts-like-a-medieval-alchemist-ca40c6317f13

https://pub.towardsai.net/the-last-thing-you-want-is-your-ai-forgetting-what-it-just-read-996f580dcb0e

https://medium.com/@johannes.bruski/thinking-tools-and-language-models-3a28e136884b

https://medium.com/@shaifulhoquetoha2004/how-claude-excels-without-proprietary-data-e20eb1c31291

https://medium.com/@allaboutdesigning696/ai-text-to-sql-how-llms-schema-power-data-analytics-768e1d4b1e0b

https://medium.com/@atabarezz/the-biggest-news-from-gpt-5-2-isnt-the-benchmarks-0c7dbea9b4e2

https://medium.com/@imnitishgupta/the-genai-coffee-break-beyond-the-hype-part-3-46b89be950d2

https://medium.com/@muruganantham52524/deepseek-v3-and-ai-optimization-how-python-developers-are-fine-tuning-high-performance-llms-d7661e6c1860

https://medium.com/@rajankumarbarik143/how-i-found-a-high-severity-prompt-injection-bug-in-an-ai-llm-chatbot-6f930d3a3918

https://medium.com/design-bootcamp/you-dont-understand-llms-until-you-know-these-10-things-c0e64f6066f8

https://sayanwrites.medium.com/you-dont-understand-llms-until-you-know-these-10-things-c0e64f6066f8

https://medium.com/@breezen100/make-your-website-different-for-everyone-kenobi-q-card-is-quietly-boosting-conversions-54cb95bc6390

https://ai.plainenglish.io/how-ai-companies-test-ai-models-in-production-why-you-should-too-3d788009dcf8

https://blog.devgenius.io/fine-tuning-my-first-llm-e7440f433c47

https://createmomo.medium.com/tiny-models-mighty-powers-4-60f7acbaa03d

https://medium.com/mitb-for-all/bridging-the-language-gap-technical-approaches-for-multilingual-ai-in-southeast-asia-f5e52d5dacae

https://ai.gopubby.com/youve-been-taught-ai-wrong-d199fca8c950

https://medium.com/@vaibhavithorat123/day-2-kaggle-x-google-ai-agents-intensive-course-how-ai-agents-think-plan-and-act-together-ef5500dfcd0e

https://medium.com/ai-ai-oh/the-boundary-of-ai-is-the-boundary-of-its-data-b83755f957be

https://medium.com/@aminmosaheb37/designing-an-ai-task-orchestrator-with-zero-shot-nlp-classification-a550a312f481

https://life-of-utkarsh.medium.com/building-products-in-the-era-of-ai-llms-0c298d18a003

https://pub.towardsai.net/rag-pipeline-a-complete-guide-deece90f605f

https://agrawal-pulkit.medium.com/designing-agent-ready-apis-in-the-real-world-86d8a9128a45

https://medium.com/@notsokarda/gpu-fundamentals-for-llm-inference-the-hardware-mental-model-behind-modern-serving-0a5c44278f8e

https://medium.com/net-code-chronicles/semantic-kernel-ollama-local-csharp-bd50d99e4d17

https://medium.com/@promilaghoshmonty/from-gans-to-rag-a-journey-through-modern-deep-learning-aeb283d56542

https://medium.com/@anuj.sadani3/the-state-of-ai-a-2025-retrospective-ed91dc63027d

https://pub.towardsai.net/uncertainty-architecture-why-ai-governance-is-actually-control-theory-511f3e73ed6e

https://medium.com/@progressleader2030/the-statistical-engine-of-ai-how-llms-use-conditional-probability-874ae5007b49

https://medium.com/@AThoughtbySnehal/stop-paying-for-ml-monitoring-6-free-ai-dashboard-tools-for-serious-mlops-teams-fc92a649a8e4

https://watsonout.medium.com/the-sovereign-stack-best-uncensored-llms-for-local-inference-dec-2025-a6a66c7e0701

https://medium.com/data-science-collective/the-death-of-the-deck-why-the-next-great-strategy-firm-is-a-genai-platform-e7a3fa22640b

https://medium.com/@ipm01drishtic/aeo-is-not-a-tactic-it-is-a-re-negotiation-of-who-owns-demand-571a2e9ff815

https://medium.com/@walekarayush/why-llms-give-different-answers-even-with-temperature-0-and-how-to-fix-it-2004556f17bc

https://cryptosamadhi.medium.com/which-revolution-needs-no-replacement-of-the-elites-c1dccd4f1259

https://thesagekhan.medium.com/how-rulefiles-are-transforming-ai-powered-development-why-writing-once-beats-prompting-forever-23f4b5f720bb

https://medium.com/@omanyuk/no-meta-relative-evaluation-in-multi-agent-systems-a-scientific-explainer-5d2ac39bf2b6

https://medium.com/@harishpillai1994/how-to-dual-boot-ubuntu-windows-with-gpu-drivers-1d22111d43f6

https://medium.com/@thecrspl/what-is-llm-in-generative-ai-9daa5a678e86

https://medium.com/@nblottidev/new-edition-of-the-weekly-arxiv-ai-top-picks-is-live-7348d527bd00

https://medium.com/activated-thinker/learning-in-public-with-ai-what-llms-teach-you-if-you-let-them-c92f8eebbf20

https://medium.com/@matouskozak/stop-letting-arxiv-bury-you-why-i-built-arxiv-digest-to-move-research-into-github-issues-6e9bbdd492ae

https://medium.com/@shreyashmogaveera/training-prompting-and-making-the-model-speak-d1b245bca0c8

https://blog.gopenai.com/how-ai-can-tell-you-why-your-tests-failed-and-how-to-fix-them-bb0d57a54149

https://medium.com/@yashikayeshi/ai-concepts-every-developer-should-know-in-2025-e712a219a2ac

https://medium.com/@jiaweilin02/supercharge-your-coding-productivity-with-amazon-q-dev-40f83079f1e9

https://medium.com/@jiminlee-ai/tpu-why-google-doesnt-wait-in-line-for-nvidia-gpus-2-2-2267e4ed686f

https://medium.com/@jiminlee-ai/tpu-why-google-doesnt-wait-in-line-for-nvidia-gpus-1-2-02c1c308da0c

https://saibhargavr.medium.com/beyond-chat-the-rise-of-agentic-ai-and-the-shift-from-conversations-to-actions-ca93a21f4b01

https://generativeai.pub/beyond-chat-the-rise-of-agentic-ai-and-the-shift-from-conversations-to-actions-ca93a21f4b01

https://medium.com/@sritajp/the-usb-port-for-ai-a-simple-guide-to-mcp-f27335ebd56f

https://medium.com/@nasrinpherdowsi/langchain-vs-llamaindex-the-fight-for-your-ai-apps-brain-in-2026-c908c1ca4446

https://towardsdev.com/zero-to-genai-builder-part-1-the-blueprint-behind-modern-ai-applications-5afa6a06d550

https://medium.com/@comatrix/context-engineering-is-the-real-skill-in-the-age-of-llms-a7d79fed3105

https://medium.com/@office.dosanko/the-0-5-second-veto-how-i-installed-a-conscience-in-gemini-3-0-5e7ec231f039

https://naina0412.medium.com/crash-course-07-hands-on-crash-course-on-llms-how-it-actually-works-and-how-to-build-c9ed86129eff

https://medium.com/iterative-intelligence/from-demo-to-deployment-why-genai-analytics-often-stalls-cd9d26ec31a7

https://medium.com/@keshavmanglore/the-secret-memory-of-ai-a-story-that-explains-vector-databases-embeddings-semantic-search-201602d865d5

https://www.marktechpost.com/2025/12/12/5-ai-model-architectures-every-ai-engineer-should-know/

https://www.marktechpost.com/2025/12/12/nanbeige4-3b-thinking-how-a-23t-token-pipeline-pushes-3b-models-past-30b-class-reasoning/

https://medium.com/@thomaspatole19/mastering-basic-prompt-engineering-a-beginner-friendly-guide-to-smarter-ai-prompts-f698172bd5db

https://medium.com/@saratgandholi/transformers-vs-llms-same-thing-or-not-fe020491223e

https://medium.com/@myakalarajkumar1998/when-ai-agents-forget-the-most-important-things-and-how-i-fixed-it-435f495a29d8

https://medium.com/coding-nexus/google-launch-litert-neuropilot-accelerator-the-future-of-on-device-genai-performance-0506fb3f0da8

https://medium.com/coding-nexus/pacore-the-breakthrough-framework-that-lets-small-models-outthink-giants-44e0407cec93

https://thamizhelango.medium.com/how-many-tokens-do-you-really-need-for-a-2-500-file-codebase-6a1299d393f2

https://medium.com/coding-nexus/how-we-use-claude-code-skills-to-run-1-000-ml-experiments-every-day-e08b65820d78