LLM News and Articles

https://medium.com/@PopovOnline/how-to-give-your-ai-agent-500-skills-without-blowing-up-its-context-window-309ecbba0d84

https://medium.com/@neelopphersyed7/infra-sizer-a-cli-that-recommends-the-right-gpu-infrastructure-for-any-llm-deployment-6e4c1f86dcd0

https://medium.com/@neelamyadav10053/attention-is-all-you-need-explained-simply-the-paper-that-changed-modern-ai-dc693d52679f

https://medium.com/@hitendra.patel2986/agentic-rag-security-how-to-stop-prompt-injection-from-poisoned-documents-0a3a6fa9d9a9

https://ninza7.medium.com/your-small-llm-will-never-learn-this-no-matter-how-long-you-train-it-17edc6b2cf5d

https://medium.com/swiggy-bytes/de-dost-teaching-machines-to-be-a-friend-on-the-last-mile-a4175e0f7066

https://medium.com/data-science-collective/kimi-k3-the-open-model-that-just-cornered-the-ai-frontier-cf9f44e76f17

https://shivashish-ydv.medium.com/china-just-overtook-america-on-the-only-metric-that-predicts-who-builds-the-future-3d57175ddd9c

https://xhinker.medium.com/counter-intuitive-how-could-gguf-q8-be-faster-than-q6-and-q4-31c046a9c4a5

https://medium.com/@ananthkrishnakolli/chatgpt-prompt-engineering-for-developers-part-1-0b755fce4bb1

https://medium.com/@samirsawarkars/the-last-3-is-invisible-until-you-chain-it-f0a37e8c8b1b

https://ai-engineering-trend.medium.com/kimi-k3-launches-2-8t-parameters-push-chinese-open-source-ai-to-new-heights-my-first-hand-test-5849341e9840

https://www.cnbc.com/2026/07/16/microsoft-ceo-says-anthropic-fable-request-policy-doesnt-make-sense.html

https://www.latimes.com/business/story/2026-07-10/openai-faces-sanctions-bid-as-newspapers-say-chatgpt-was-trained-on-stolen-news

https://www.theregister.com/ai-and-ml/2026/07/15/openai-hides-codex-agent-instructions-behind-encryption-leaving-developers-in-the-dark/5271484

https://medium.com/@msopsai/ai-workflow-monitoring-why-automation-needs-visibility-to-create-real-business-impact-850f0eb0bd83

https://medium.com/@x7283061492/i-tried-to-settle-did-they-nerf-the-model-without-repeating-the-2023-mistakes-ee2aebedff37

https://medium.com/@neelopphersyed7/neuralucb-router-an-openai-compatible-api-proxy-that-routes-llm-requests-using-a-multi-armed-17e762724926

https://medium.com/@sonam.gupta1105/your-ai-assistant-still-needs-a-backend-b54f04304aac

https://medium.com/@vrindag/what-actually-happens-when-you-put-an-llm-call-in-your-critical-path-e7e15a10064c

https://medium.com/@cele2emmanuel/introduction-to-data-science-part-45-why-its-not-right-to-refer-an-llm-as-a-chatbot-b98714b8e33c

https://medium.com/@durgaprasadreddyp9/agents-dont-think-here-s-how-to-design-around-that-17557ac902a4

https://medium.com/@johirbuet/640-agentic-ai-and-llm-interview-questions-the-complete-preparation-guide-753da061e2bf

https://www.wired.com/story/openai-employees-donations-guardrails-alliance-leading-the-future/

https://arxiv.org/abs/2604.20927

https://www.qolca.org/blog/stop-sending-giant-system-prompts

https://medium.com/@nichetraffickit/how-to-build-your-first-ai-team-in-2026-bf1fa329a04a

https://medium.com/@deveshsaini369/propositional-chunking-creating-better-embeddings-for-rag-2c964f1acb62

https://medium.com/@aikeyfounder/your-ai-agent-has-browser-filesystem-and-terminal-access-whos-the-gatekeeper-b08b169fd809

https://code.likeagirl.io/can-an-llm-actually-feel-grief-a4c91c180f9c

https://medium.com/@ensleytan/layer-4-how-llms-can-improve-decisions-under-uncertainty-71cd8f7fec7f

https://www.marktechpost.com/2026/07/16/moonshot-ai-releases-kimi-k3-a-2-8-trillion-parameter-open-moe-model-with-kimi-delta-attention-and-1m-context/

https://medium.com/@dibyanshisingh611/what-building-a-rag-system-taught-me-rag-actually-is-3b9151ab3e61

https://artificialanalysis.ai/evaluations/aa-briefcase#results-tabs

https://medium.com/@yemelechristian2/coder-didnt-make-openflows-smarter-it-made-it-trustworthy-f50e20b99fe0

https://medium.com/@enes2277/the-verification-gradient-3c7cbeb79659

https://github.com/cgrtml/reasongate

https://medium.com/@maxy_ermayank/agentic-architecture-when-the-ai-acts-not-just-answers-e8c1803af9ad

https://pub.towardsai.net/kimi-k3-is-here-and-this-is-how-insane-it-is-you-are-not-ready-d0f9115da17a

https://pub.towardsai.net/i-tried-to-run-glm-locally-nobody-warned-me-its-actually-six-different-hardware-requirements-485b885937ac

https://eduardo-dev.medium.com/your-agent-is-a-graph-with-a-fancy-name-b2b2c5805fd4

https://www.internationalcyberdigest.com/anthropic-tried-to-phantom-charge-16-6m/

https://levelup.gitconnected.com/spec-driven-development-workflow-from-requirements-to-code-80b53f73fc00

https://levelup.gitconnected.com/structured-output-reliability-json-mode-vs-constrained-decoding-bffb210c16d6

https://levelup.gitconnected.com/from-mistakes-to-learning-implementing-a-perceptron-trainer-part-4-1866c6d12ed8

https://old.reddit.com/r/ChatGPT/comments/1uyerah/gpt_56_solved_all_6_problems_from_imo_2026/

https://medium.com/@urfetatilgan/ai-hallucinations-pace-or-reliability-a021731b6070

https://github.com/SignalPilot-Labs/AutoFyn/blob/production/results/imo-2026/pdfs/IMO_performance_by_GPT_5_6_sol.pdf

https://medium.com/@kerger.p/an-ai-assisted-breakthrough-in-convex-optimization-an-optimization-problem-dating-back-30-years-a-db5c631119de

https://dynoyard.app/blog/same-llm-8x-slower-by-backend/

https://pub.towardsai.net/why-every-enterprise-ai-agent-needs-a-rollback-strategy-before-it-becomes-your-most-expensive-aa7086956faa

https://medium.com/@ryantallmadge/llms-sports-prediction-markets-and-the-joy-of-finding-the-least-bad-path-a9a37fa807d3

https://sheeshmirza.medium.com/why-chatgpt-gives-different-answers-to-the-same-question-understanding-randomness-4bdee41c25fb

https://medium.com/@amine.agrane1/agentic-coding-on-my-gpu-opencode-gemma-4-lm-studio-9abc7fcf6ae4

https://medium.com/openvino-toolkit/ai-pc-turned-into-a-mighty-ai-assistant-with-local-models-and-openvino-model-server-1f41913252c9

https://medium.com/@aagrawal1022/why-ai-is-human-making-the-brain-fit-parallelism-quantization-96affbae7dc7

https://blog.stackademic.com/dispatchbot-keeping-ai-conversations-honest-with-server-side-job-validation-70283668f24f

https://pub.towardsai.net/building-ai-agents-in-rust-part-8-507e00b9d49d

https://michielh.medium.com/context-engineering-for-dummies-6d47e8996377

https://medium.com/@banerjeevictor06/why-a-missing-value-can-be-more-valuable-than-the-value-itself-ca99db582bf7

https://pub.towardsai.net/lets-investigate-the-hype-around-facebooks-big-comeback-with-muse-spark-1-1-fact-or-fiction-8317fdf51af9

https://medium.com/@banerjeevictor06/encoding-categorical-variables-why-the-wrong-encoding-teaches-your-model-the-ec551a97b5d8

https://www.aha.io/engineering/articles/staying-familiar-with-the-code-when-its-written-by-an-llm

https://medium.com/@emrekaratas-ai/loop-engineering-the-hard-problem-moved-from-prompts-to-stop-conditions-be8db3867737

https://medium.com/@tthomas1000/before-you-give-an-ai-agent-the-keys-to-your-computer-1b493422a14c

https://medium.com/@vikrantbhati94/claude-shannon-measured-the-english-language-by-playing-hangman-1ce201cfe869

https://harrisonfhoffman.medium.com/beyond-the-prototype-engineering-resilient-ai-8e0990d28e4c

https://medium.com/@jvandoul/beyond-next-token-prediction-can-reasoning-become-a-controllable-dynamical-system-ce7140f6eabf

https://www.politico.com/news/2026/07/16/anthropics-ceo-gives-1-million-to-super-pac-amid-feud-of-ai-big-money-groups-01000461

https://huggingface.co/spaces/webml-community/bonsai-webgpu

https://blog.lyc8503.net/en/post/llm-classifier/

https://medium.com/@m.mastrodonato/what-if-humans-dont-have-a-context-window-like-ai-d4905f20709a

https://medium.com/@mishra.vimal1402/context-engineering-the-art-of-teaching-ai-about-your-system-20802d86cae2

https://medium.com/@Koukyosyumei/what-i-learned-from-reimplementing-40-multi-agent-llm-papers-bd6b574f5659

https://huggingface.co/blog/nvidia/nemotron-3-embed-wins-rteb

https://medium.com/@edgar_muyale/how-to-build-a-production-ready-agentic-ai-architecture-using-mcp-and-a2a-0d85d9fd2a1e

https://medium.com/@Connected_Dots/the-ai-scribe-catastrophe-is-big-business-for-medical-malpractice-law-firms-2a16c61efd73

https://0gpt.medium.com/how-to-combine-0gpt-with-ai-writers-and-llms-for-end-to-end-content-production-9a731658a789

https://theairesearchcenter.medium.com/a-disclosure-checklist-for-institutions-comparing-large-language-models-d612035daf82

https://medium.com/@jprevanth/the-ai-control-gap-is-not-a-governance-problem-it-is-a-data-access-problem-b9de6eac71c5

https://medium.com/@metin.korkmaz/dil-modellerinde-thinking-effort-neden-en-az-do%C4%9Fru-modeli-se%C3%A7mek-kadar-%C3%B6nemlidir-c6e8d681990e

https://medium.com/@a.fangtastic/constituents-07b26f0b1c3b

https://medium.com/@anishs1207/transformers-made-easy-e26df6798f17

https://medium.com/@trakshanmishra477/your-coding-agent-doesnt-know-what-it-can-t-see-diffcontext-tells-it-7114cee3eefe

https://cobusgreyling.medium.com/the-trouble-with-computers-c6be1df03749

https://medium.com/@arpitpal16112/promptforge-how-i-built-my-own-groq-powered-ai-chat-assistant-e64214be3613

https://pub.towardsai.net/lai-134-your-first-llm-app-on-aws-for-under-a-dollar-465728838d6e

https://medium.com/@arkoroy302/why-ai-agent-memory-is-pretty-darn-easy-97275820c788

https://github.com/agentify-sh/desktop

https://techcrunch.com/2026/07/15/thinking-machines-amps-up-its-bet-against-one-size-fits-all-ai-with-its-first-open-model-inkling/

https://twitter.com/thsottiaux/status/2077630111499882637

https://medium.com/@harshdaga18/your-model-is-a-raw-photo-ship-the-jpeg-989fe8679d9e

https://abvcreative.medium.com/inkling-is-not-the-best-ai-model-that-may-be-the-point-d05de57d7360

https://medium.com/mlworks/inkling-a-975-billion-parameter-os-model-dfbf95b674fc

https://chatgpt.com/plugins/plugin_asdk_app_6a42b085385c81919aa4244be59d5887

https://buketcelikkiran.medium.com/yapay-zekan%C4%B1n-jeopolitik-s%C4%B1n%C4%B1rlar%C4%B1-claude-fable-5-bulut-ba%C4%9F%C4%B1ml%C4%B1l%C4%B1%C4%9F%C4%B1-ve-egemen-yapay-zeka-c92a34d618b1

https://medium.com/freely-sharing-the-sum-of-all-knowledge/the-cost-of-free-how-wikimedia-enterprise-protects-wikipedia-in-the-ai-era-da89552e8927

https://medium.com/@abhay.chrungoo/we-needed-machines-to-teach-us-how-to-talk-to-each-other-be3cf3bce054

https://protora.vulcora.se/challenge

https://www.theregister.com/ai-and-ml/2026/07/16/former-openai-cto-does-what-altman-wont-releases-a-frontier-ai-model-thats-actually-open/5272177