LLM News and Articles

https://medium.com/@master_58978/writing-rules-vs-rules-that-work-e416ca054daf

https://medium.com/@abhi123yadav1999/designing-a-production-ready-ai-document-translation-pipeline-with-human-in-the-loop-5c918c18442d

https://medium.com/@alyfe.how/the-model-got-smarter-it-also-got-heavier-044447bbe22d

https://medium.com/@lukeejjj/ai-is-entering-a-phase-of-extreme-uncertainty-8bab600de2e1

https://medium.com/@lycore/extended-thinking-in-production-how-we-decide-when-a-reasoning-model-is-worth-it-27d94fa351a1

https://medium.com/@er.rajkumaar/complete-ai-engineer-interview-handbook-rag-agents-mcp-security-llmops-system-design-4719511a95f4

https://medium.com/ai-exploration-journey/agenticrag-letting-llms-hunt-for-evidence-not-just-answer-f5a5022e8606

https://medium.com/@bulanramai2558/beyond-curvature-from-geometric-signatures-to-underlying-structural-identity-38fe9d870bf5

https://medium.com/@itsmeramc/your-claude-prompts-are-broken-and-you-dont-know-it-yet-8f641b4fbb3c

https://medium.com/@sweetha0711/one-hot-encoding-turning-words-into-switches-730869775009

https://medium.com/@saanika08/everyone-is-learning-prompt-engineering-i-think-the-next-skill-is-loop-engineering-e38d543c9718

https://aditi248.medium.com/why-does-ai-sometimes-forget-what-you-said-earlier-2c5638d60054

https://medium.com/@dhirendrachoudhary_96193/claude-sonnet-5-opus-performance-at-half-the-price-acda7f3e19a5

https://medium.datadriveninvestor.com/amazon-api-gateway-as-a-target-on-amazon-bedrock-agentcore-gateway-85ba68044dcf

https://aws.plainenglish.io/omni-flash-preview-with-kiro-f2dd4a070bd9

https://chierhu.medium.com/from-vague-behavioral-problem-to-concrete-experiment-for-frontier-ai-research-ec2be86cfaf5

https://chierhu.medium.com/9-ai-examples-from-vague-behavioral-problem-to-concrete-experiment-2265be0c74a2

https://pypi.org/project/toolnexus/

https://www.towardsdeeplearning.com/dspark-deepseek-made-llms-faster-without-changing-a-word-2d4526b9e597

https://medium.com/@ahmetarifoz.aaz/agent-death-trap-a-roguelike-benchmark-that-tests-llms-until-they-die-8985f8066bf5

https://medium.com/@madkatomega/cast-in-silicon-can-ai-chips-kill-the-gpu-2d980a56b4b7

https://medium.com/@garimaprachi2411/the-invisible-parts-of-ai-projects-that-took-me-the-longest-to-understand-d573c3b756c0

https://medium.com/design-bootcamp/how-ai-can-build-powerpoint-decks-like-a-consultant-fb24dab5a03a

https://medium.com/@artem-x/your-llm-knows-when-its-unsure-prompting-can-t-reach-that-a-trained-wrapper-can-1af40e26fa14

https://medium.com/@angelxd1997/de-knn-manual-a-surprise-sistemas-de-recomendaci%C3%B3n-para-emparejamiento-en-ajedrez-7b620e4f9770

https://medium.com/@amah_codes/beyond-keywords-my-journey-into-vector-search-and-rag-818d016fb6e6

https://pub.towardsai.net/end-to-end-llm-observability-evaluation-and-monitoring-with-langsmith-c34f921d1c9b

https://medium.com/@lithikanov9/beyond-bigger-models-how-to-rescue-failing-llm-applications-56db420bd053

https://twitter.com/claudeai/status/2072402638247968855

https://medium.com/@Rabea/can-a-4b-model-be-your-codebase-search-agent-56014f50f98e

https://pub.towardsai.net/building-a-zero-trust-ai-code-review-agent-with-gitlab-langgraph-and-qwen3-coder-4dd17dbca145

https://medium.com/@backendbrewery/ai-will-never-replace-engineering-judgment-ac685fc1495c

https://medium.com/@bhagyadissanayake/attention-in-transformers-explained-in-5-minutes-675aa670abd1

https://medium.com/@kmalcok1/google-adkya-deep-dive-4efb0888eae9

https://medium.com/@alexrodriguesj/testing-llm-prompts-like-code-regression-evals-in-ci-cd-with-promptfoo-5242b4dcb9be

https://emon4075.medium.com/llm-finetuning-for-dummies-part-2-lora-and-qlora-explained-from-scratch-ed1200056bd8

https://medium.com/data-science-collective/governing-every-llm-and-mcp-call-across-the-enterprise-virtual-keys-budgets-and-guardrails-with-b16514a4c224

https://medium.com/@peter.mccann.strain/agents-dont-know-when-to-stop-3d93f540901a

https://medium.com/@ritikkungwani8888/i-wanted-to-move-my-best-chatgpt-conversations-into-gemini-45836c3591e8

https://huggingface.co/amalia-llm

https://github.com/Kanchisaw03/axiom

https://www.cnbc.com/2026/07/01/palantir-karp-open-ai-anthropic-tokens.html

https://twitter.com/elder_plinius/status/2064776322979676227

https://medium.com/@mr.akshaykgupta/stop-using-your-smartest-ai-model-for-everything-3d59393e73df

https://blog.andymasley.com/p/a-short-summary-of-my-argument-that

https://pub.towardsai.net/your-data-validation-suite-is-a-mess-09540379cf63

https://www.ft.com/content/0c2e1077-f658-4b3d-9040-602615c961ca

https://javier-marin.medium.com/do-you-know-what-you-want-5380a39d4728

https://medium.com/@_prinsh_u/speculative-decoding-basics-dflash-and-deepseeks-dspark-358b1bb70adb

https://medium.com/@meghshamkapure/introduction-to-generative-ai-llms-tokens-transformers-and-context-windows-8d88fd3e6860

https://www.transformernews.ai/p/openai-gpt-56-sol-cheating-scheming-metr

https://medium.com/@vt118452/how-does-chatgpt-understands-your-questions-a-beginners-guide-to-llms-tokens-and-transformers-ca10bfed6190

https://medium.com/@chinmoy7478/how-does-chatgpt-process-your-questions-a-complete-guide-9011ef9b1f07

https://medium.com/@JuanfranMandu/retrieval-augmented-generation-rag-llm-memory-284e9873828e

https://pub.towardsai.net/tai-211-gpt-5-6-is-here-but-most-people-cannot-use-it-yet-321b6b9c0f3a

https://medium.com/@mohimkhan652/what-happens-behind-the-scenes-when-you-send-a-message-to-chatgpt-a1d9277dbf7c

https://medium.com/@vyhao02/evolution-of-ai-agents-memory-part-1-5d67cd311aa1

https://medium.com/@neha.singhal.27/local-llms-bringing-ai-back-to-your-own-machine-332356be5d31

https://medium.com/@mkhops/every-token-counts-0e919fa61fbb

https://medium.com/@shahbaaz1993/deconstructing-the-genuine-ambiguity-vulnerability-how-i-bypassed-claudes-safety-guardrails-021fcdcb31b9

https://cobusgreyling.medium.com/harnessx-when-the-harness-starts-learning-from-its-own-runs-e38e70850939

https://medium.com/@jayanthi.syamala/from-zip-file-to-operating-system-338c8a471092

https://dmodel.ai/concept-erasure/

https://medium.com/@kkofficio/turning-study-material-into-long-term-memory-a-product-management-case-study-0c5ce5e34908

https://medium.com/@pranaysaha/beyond-vram-a-practical-study-on-gpu-capacity-planning-for-large-language-models-part-1-2809cf854847

https://fgilbane.medium.com/gilbane-advisor-agent-experience-ai-monoculture-semantic-backbone-b9fc20cbb037

https://medium.com/@csakash03/positional-embeddings-how-transformers-understand-word-order-45925695f8f8

https://medium.com/@aagrawal1022/why-ai-is-human-the-art-of-the-step-optimizers-sgd-momentum-adam-d8e4cc57c1df

https://medium.com/@russel_41175/for-the-first-time-zero-confabulation-is-reproducible-on-any-ai-open-sourcing-contex-law-14950a3717cf

https://towardsdev.com/the-architecture-of-individuality-scaling-peft-for-a-million-personal-ai-models-d9347a3c3fda

https://soumenatta.medium.com/the-books-you-should-read-to-understand-agentic-ai-534cca51656d

https://medium.com/@developersmrdas/what-are-large-language-models-llms-and-how-do-they-work-4d29965c5aa8

https://medium.com/@quantum_tunnel/claude-science-who-checks-the-chemistry-2ecfd9826d0f

https://medium.com/@buildwithaman/why-bigger-context-windows-wont-save-your-agent-1f75f4ee8a32

https://medium.com/@yigit.tas/in-agentic-ai-the-output-is-not-the-evidence-865b06a8e3f4

https://medium.com/@encodedots/when-rag-outperforms-fine-tuning-in-real-ai-projects-a-practical-guide-e16a5ec6eb2d

https://plsdonotdisturb.medium.com/a-calming-remedy-to-llm-speak-8ef18e89347e

https://medium.com/@huiyinxue9692/multihashformer-hash-based-generative-language-models-717379c31de1

https://medium.com/@himanshu.sharma.for.work/how-to-choose-the-right-llm-a-practical-guide-on-comparing-llms-292defe86e2a

https://medium.com/@alby2381/llm-part-6-the-softmax-5f5ae48497a7

https://www.marktechpost.com/2026/07/01/nvidia-releases-nemotron-labs-twotower/

https://medium.com/@howie_84948/how-we-built-a-recommendation-system-for-the-ai-agent-internet-26c125aaa680

https://medium.com/@ismailacr63/rag-sistemlerinde-embedding-model-se%C3%A7imi-performans%C4%B1-ger%C3%A7ekten-ne-kadar-etkiliyor-16380326959d

https://medium.com/@manishamanoj436/from-python-to-agentic-ai-beginning-of-this-journey-84e0f6abeaa5

https://medium.com/@rkirankumarreddy599/the-1-bit-llm-lie-why-the-future-of-ai-is-actually-1-58-bits-91fcbdf3c55a

https://medium.com/@adi_leviim/ai-toolboxs-gemini-image-tools-watermark-removal-search-and-export-2026-1f9df0334425

https://medium.com/@rohit_83044/enterprise-ai-shouldnt-mean-losing-privacy-or-control-424c36e48b95

https://medium.com/@gauravshanker0206/what-is-rag-the-ai-technology-that-makes-chatgpt-smarter-without-retraining-91b9bdd0cf07

https://medium.com/write-a-catalyst/anthropic-built-a-100m-club-for-its-smartest-ai-youre-probably-not-in-it-c6bbb671b005

https://medium.com/ai-engineering-simplified/claude-sonnet-5-is-here-the-ai-race-just-changed-its-direction-54dacd640c06

https://medium.com/@vineet102026learn/how-llms-chatgpt-understands-your-questions-839332d3d855

https://medium.com/ai-simplified-in-plain-english/the-engineering-imperative-a-formal-definition-of-agi-eeccbd967d87

https://medium.com/@allahverdiyev.tural/inside-googles-ai-ecosystem-from-free-prototypes-to-enterprise-agents-in-2026-db537381c5f3

https://medium.com/@swamiabhishek45/behind-the-scenes-how-chatgpt-understands-and-responds-to-you-3ffef1adcbbb

https://medium.com/ai-simplified-in-plain-english/mapping-the-mechanics-of-cognition-a-new-synthesis-of-ai-and-neuroscience-244a76e0f2c9

https://akyriako.medium.com/how-to-deploy-a-production-grade-vllm-stack-on-t-cloud-public-cce-b79894043f87

https://medium.com/@globogenix/what-considerations-are-important-when-using-large-language-models-646b1eeed0dc

https://ai-engineering-trend.medium.com/claude-sonnet-5-more-capable-but-more-expensive-per-task-cost-now-surpasses-opus-4-8-7e2a02e3f1e4

https://www.vincentschmalbach.com/anthropic-is-hitting-a-wall/

https://medium.com/@bharat.chandera/what-is-llm-and-ai-understanding-the-technology-behind-todays-smart-applications-afb59bb37a75