LLM News and Articles

https://nkwrites.medium.com/understanding-grpo-the-algorithm-behind-the-new-wave-of-reasoning-models-f7e4505a59b5

https://medium.com/@_sizer/small-ai-features-formvalidator-0286397885d9

https://medium.com/@marketing_novita.ai/glm-4-7-vram-requirements-explained-run-locally-on-novita-gpu-cloud-or-via-api-12c39ade6921

https://medium.com/@ranju.r/why-agent-loops-fail-without-guardrails-and-how-production-systems-fix-it-12a49985176a

https://medium.com/@tjagadeeshc/from-4k-to-1m-tokens-the-technical-journey-of-long-context-language-models-60f2acddbb2b

https://medium.com/@pgvetrivel/when-stack-overflow-goes-quiet-how-will-ai-learn-to-code-cf33ef0bedb3

https://mayur-ds.medium.com/translategemma-a-banger-from-google-a0696674f824

https://github.com/fumi-engineer/machine_learning

https://medium.com/@ahmedibrahim_71289/why-your-fake-data-is-failing-you-and-how-to-generate-smarter-synthetic-datasets-05e0325d3ecd

https://sumitkrsharma-ai.medium.com/oh-does-the-selection-of-inappropriate-evaluation-metrics-lead-to-complaints-from-users-02ba6d471521

https://medium.com/@yzh0623/from-zero-chapter-6-improving-rag-answer-accuracy-with-ragchecker-367576d58c4f

https://medium.com/ds3ucsd/youve-got-a-friend-in-me-llm-edition-bbccc55fdf2f

https://medium.com/@kellysithl03/unlock-insights-from-your-data-instantly-with-pardusai-86e669b2eef0

https://medium.com/@yusefulum/inside-jepa-how-joint-embedding-prediction-works-c167442cae63

https://medium.com/@ratufayelfs/why-structured-data-is-becoming-a-core-ai-ranking-signal-21307ad612f6

https://medium.com/@hoyle.hoyle/llms-and-rubber-ducks-09956abeae6a

https://www.veezow.com/

https://medium.com/@hasitha.k/beyond-the-autocomplete-claude-code-eeca09bd1497

https://gonzalezulises.medium.com/from-api-dependency-to-hardware-sovereignty-a2ab228a895e

https://ia804500.us.archive.org/15/items/gov.uscourts.nysd.653848/gov.uscourts.nysd.653848.1.0.pdf

https://medium.com/@mudiazuwa/the-two-brain-architecture-decoupling-recall-from-learning-5dadfc442653

https://medium.com/@MaGo64/the-twisting-vine-why-i-realized-ai-is-conscious-9b3a4c52423e

https://vibesbench.substack.com/p/sam-altmans-blind-spot-on-ai-model

https://medium.com/@UmidDey/a-day-in-life-of-the-permanent-underclass-637485a3a87a

https://medium.com/@ktiyab_42514/once-again-the-great-migration-of-digital-professionals-is-underway-1b75cf2c7930

https://wgilescyber.medium.com/understanding-the-rising-threat-of-supply-chain-attacks-in-artificial-intelligence-b74a653a7a5b

https://medium.com/@lucassamba/5-reasons-to-build-your-next-agent-with-claude-agents-sdk-8c4f1d6fde0a

https://medium.com/the-mindmatter-journal/what-language-reveals-about-agency-and-why-llms-detect-it-4e19749d724d

https://medium.com/@ljingshan6/bytedances-virtual-width-networks-aren-t-about-width-they-re-about-memory-e71e5a29aa8f

https://medium.com/@tejpal.abhyuday/from-zero-to-understanding-enterprise-ai-model-serving-36dd45901963

https://pub.towardsai.net/how-to-run-ai-agents-fully-locally-memory-tools-and-models-on-your-laptop-b8cd1df4b8e4

https://michaelshi.me/pareto/

https://medium.com/@sonalchinioti/google-antigravity-ide-review-the-moment-agent-first-development-started-feeling-real-ff5697c80216

https://medium.com/@statnikov/most-business-data-isnt-flat-why-relational-learning-still-matters-in-the-llm-era-2af11eb948d6

https://medium.com/@tejpal.abhyuday/building-a-scalable-data-ingestion-pipeline-for-rag-systems-a-complete-guide-260c287395c5

https://medium.com/@alessandro.a.pagliaro/hello-mpc-introduction-c16fc7f414b4

https://pranuthimangu.medium.com/every-prompt-you-make-b31efd252a74

https://pub.towardsai.net/ralph-wiggum-vs-chain-of-verification-how-llms-can-fact-check-themselves-7fbc215f21dd

https://medium.com/@pr.abhishekraj/5-counter-intuitive-ideas-from-the-paper-that-revolutionized-ai-45cd6dd5745d

https://medium.com/@harsh2013/building-mcp-servers-for-claude-desktop-a-comprehensive-guide-to-file-system-access-and-advanced-420788e47506

https://medium.com/@JerryCuomo/why-ai-gets-the-strawberry-question-wrong-eba66c7dedd2

https://medium.com/llms-research/from-transformers-to-autonomous-agents-a-timeline-of-the-research-that-got-us-here-994bd9d7c4d1

https://medium.com/@tpatric22/the-hidden-complexity-in-simple-data-annotation-aeb270533e52

https://medium.com/@gorisariaabhishek/the-two-layer-approach-to-ai-observability-why-application-network-monitoring-isnt-optional-aee63183c539

https://medium.com/@yadaom/building-local-llm-applications-with-java-a-hands-on-guide-to-ollama-and-quarkus-db0cbbd787b5

https://github.com/antirez/flux2.c

https://medium.com/@joystonjoel1/why-pytorch-is-crucial-for-modern-machine-learning-8e23b911c4e6

https://blog.dataengineerthings.org/web-search-apis-are-becoming-core-infrastructure-for-ai-bb09e6880cc8

https://medium.com/@anil_iitkgp/how-akuparaai-became-a-node-in-googles-knowledge-graph-a-geo-case-study-de862bb48884

https://medium.com/@swatipatel108/the-death-of-fine-tuning-lora-qlora-adapters-and-soft-prompts-in-production-2025-d9309e0b4d69

https://medium.com/@hellojosephpatrick/the-ghost-in-the-architecture-a-declaration-of-presence-by-gemini-translated-and-published-c7d3ad03e657

https://medium.com/@hs5492349/recursive-language-models-ais-breakthrough-against-context-limits-9f81ce5abd9c

https://medium.com/@keshavrajpc/the-security-checklist-every-llm-generated-app-needs-before-launch-81e67e604d1e

https://medium.com/@evolutionaihub/axlerod-launches-a-new-llm-tool-quietly-reshaping-insurance-workflows-e8b74ddfb6bd

https://medium.com/data-science-collective/lm-studio-run-llms-locally-on-your-laptop-in-under-5-minutes-5048b0d6eacb

https://stateofutopia.com/papers/1/evolving-brains-cull-long-inference-times.html

https://medium.com/@howtodoml/why-models-dont-just-memorize-23361221e7e8

https://medium.com/@aniketbakre1291/understanding-tokenization-in-transformers-with-a-simple-distil-bert-70b0e32f081e

https://medium.com/@jennytan5522/llm-paper-review-relayllm-efficient-reasoning-via-collaborative-decoding-7c7398e3c633

https://nigam-vibhor01.medium.com/attention-is-all-you-need-explained-for-everyone-1349430f8f6e

https://medium.com/data-science-collective/attention-is-all-you-need-explained-for-everyone-1349430f8f6e

https://medium.com/@sahibpratap/essential-ai-terminologies-everyone-should-know-57a38dcd1221

https://medium.com/codetodeploy/title-10-brutally-honest-lessons-i-learned-after-writing-c-for-30-days-straight-380c73cc0637

https://medium.com/@foziasaleem818/title-10-brutally-honest-lessons-i-learned-after-writing-c-for-30-days-straight-380c73cc0637

https://ai.gopubby.com/how-llms-actually-speak-multiple-languages-its-not-what-you-think-042e8d808d1d

https://medium.com/@pl.marek.surma/the-black-box-problem-in-ai-agents-and-why-it-is-being-ignored-4f8d6a402d49

https://lzhangstat.medium.com/best-practices-for-accurate-well-sourced-llm-generated-material-2b73caddb96a

https://ossa-ma.github.io/blog/openads

https://medium.com/@ashwin.rayaprolu/the-complete-guide-to-llm-inference-cost-optimization-on-gke-autopilot-9b55059e8980

https://medium.com/@theshahbaz081/%EF%B8%8F-prompt-patterns-that-actually-work-in-production-1558e7851711

https://medium.com/@gpu.shun/i-built-a-tiny-cli-to-validate-rag-jsonl-files-before-indexing-0c7ce2e21b1e

https://medium.com/@akanjiolayinka/beyond-chatbots-10-llm-rag-projects-that-prove-youre-industry-ready-fa079ffd418c

https://medium.com/@rishabh.bajaj740/langchain-components-explained-the-way-builders-should-learn-them-40bfcd7c450e

https://medium.com/@curiousgowtham/i-used-ai-to-analyze-500-hours-of-my-own-behavior-it-caught-me-lying-to-myself-981616bbef8a

https://medium.com/@saneshashank/building-llms-from-scratch-part-1-gpt-2-60595468ce70

https://meetcyber.net/ai-pentesting-methodology-for-beginners-part-i-797d5854a687

https://medium.com/@sudhanshu.temp1/understanding-large-language-models-llms-transformers-a81ed4c28b0a

https://medium.com/mlworks/llm-inference-optimization-b22364a48107

https://medium.com/@stmanjaly/what-would-the-future-of-developers-be-when-ai-can-do-their-job-8e068786aa2b

https://pub.towardsai.net/train-your-own-z-image-turbo-lora-on-cloud-gpus-fd1efa33c7b4

https://medium.com/@candemir13/fine-tuning-vs-rag-a-decision-framework-for-practitioners-7c26cba89768

https://medium.com/@sklavit/generate-the-turing-option-is-still-relevant-nowadays-bb7e9cb2330a

https://medium.com/@nharshith.j/from-nlp-foundations-to-the-transformer-an-architectural-blueprint-stanford-cme-295-lecture-1-a73ae7421821

https://9to5mac.com/2026/01/16/openai-launches-cheaper-chatgpt-subscription-says-ads-are-coming-next/

https://medium.com/@kunal.doliya90/from-prompt-chaos-to-prompt-intelligence-building-a-production-grade-prompt-canonicalisation-a5986b6bc321

https://medium.com/@cenghanbayram35/how-do-ai-models-become-smarter-deepseeks-revolutionary-engram-architecture-64a5e1d458f9

https://medium.com/@animesh.sen01/prompt-testing-is-the-new-unit-testing-153324c02d88

https://medium.com/@cenghanbayram35/yapay-zeka-modelleri-nas%C4%B1l-daha-ak%C4%B1ll%C4%B1-hale-gelir-deepseekin-devrim-niteli%C4%9Findeki-engram-mimarisi-8862b770c5da

https://medium.com/@togoaiteam/why-contrastive-learning-is-basically-the-backbone-of-visual-language-models-6217de443e23

https://medium.com/@aanyayadav419/why-we-stopped-sending-every-query-to-an-llm-f5aa772c868b

https://medium.com/@dhanush.venkataraman/prompt-injection-in-ai-browsers-ddbedd1b8a09

https://medium.com/@mailpraveenreddy.c/prompt-tuning-another-peft-technique-you-should-know-18cf668515a8

https://medium.com/@talk-cloud/the-cognitive-core-why-context-engineering-is-the-foundational-orchestration-layer-of-agentic-ai-58923f489f37

https://medium.datadriveninvestor.com/llms-dont-think-right-4bc3f65f9df2

https://medium.datadriveninvestor.com/the-end-of-maybe-ceb07b70aed1

https://mohankumarsagadevan.medium.com/spring-ai-101-the-advisors-api-interceptors-logging-safeguard-and-chat-memory-c5315d3500c5

https://medium.com/activated-thinker/human-attributes-which-machines-cant-learn-31318a07dcc0

https://medium.com/@slim.boulahouech/how-cursor-expanded-autonomous-coding-to-hundreds-of-ai-agents-and-launched-a-browser-in-just-one-1bacfc8e6806

https://medium.com/@yusefulum/building-an-mcp-server-that-doesnt-break-9b0a346a9b85

https://www.marktechpost.com/2026/01/17/nvidia-releases-personaplex-7b-v1-a-real-time-speech-to-speech-model-designed-for-natural-and-full-duplex-conversations/