LLM News and Articles

https://www.marktechpost.com/2026/07/08/openai-releases-gpt-live-and-gpt-live-1-mini-full-duplex-voice-models-that-delegate-deeper-reasoning-to-gpt-5-5/

https://github.com/Northwood-Systems/foreman

https://techcrunch.com/2026/07/07/why-the-rise-of-open-source-ai-isnt-hurting-anthropic-yet/

https://riddhisiddarkar.medium.com/the-edge-ai-architecture-a-practical-guide-to-on-device-llms-ee05fd8eda0e

https://riddhisiddarkar.medium.com/beyond-the-single-prompt-why-your-next-architecture-needs-an-llm-council-7833fe8dd5b7

https://huggingface.co/blog/nvidia/open-data-for-agents

https://medium.com/@Rami_studio/title-stop-treating-llms-like-chatbots-the-architecture-of-the-agentic-era-e43180b9b9a9

https://www.nytimes.com/2026/07/08/technology/san-francisco-home-sales-openai-anthropic-ipo.html

https://medium.com/@coderthenovice/ai-essentials-fundamentals-to-know-before-building-ai-applications-76f8d67a4f3e

https://sweta-nit.medium.com/transformer-layers-in-llms-f5daf2ab3d1d

https://sweta-nit.medium.com/quantization-model-internals-and-streaming-explained-so-youll-never-forget-them-d854ab055f48

https://cognition.com/blog/swe-1-7

https://medium.com/@kierradangerfield/summary-rag-system-3c33792b2940

https://medium.com/@liweishuoisfrankleeeeeee/ai-doesnt-need-more-context-windows-it-needs-project-memory-6b503ab78701

https://mayunak.medium.com/ai-writing-detector-says-im-a-robot-my-japanese-says-otherwise-213b98291201

https://medium.com/@ahmedtaaw/llms-are-not-calculators-a-practical-guide-to-prompt-engineering-ea9fee382fcd

https://xhinker.medium.com/anthropic-discovered-nothing-about-ai-consciousness-they-discovered-a-new-way-to-scare-you-e32fc966624f

https://medium.com/@jamieeduncan/the-machine-is-your-reader-how-to-build-an-llm-wiki-with-antigravity-7045887d947a

https://medium.com/@ing.benali.sami/the-one-distinction-that-explains-80-of-inference-optimization-a485aaec3119

https://pranaysuyash.medium.com/the-eval-series-was-really-about-evidence-05ecc3a1d872

https://medium.com/@aryanstack7/most-people-dont-need-more-motivation-1c40769f6b06

https://mistral.ai/news/robostral-navigate/

https://www.wsj.com/tech/ai/china-says-it-has-found-security-vulnerabilities-in-anthropics-claude-code-5ecf05dc

https://deploy.co/news/the-openai-deployment-company-to-acquire-northslope

https://www.cnbc.com/2026/07/08/china-anthropic-ai-claude-code-backdoor-security-threat.html

https://0trccccc.medium.com/exploiting-llms-in-2026-beyond-basic-prompt-injection-9aaf25bb0d56

https://haskellforall.com/2026/07/mechanized-type-inference-for-record-concatenation

https://medium.com/@hrsvd/the-problem-with-ai-conversations-why-even-the-smartest-ai-still-forgets-you-d0864435629e

https://medium.com/@aisofyasofia/hallusquatting-weaponizes-llms-inability-to-say-i-don-t-know-adc2ec7815b2

https://medium.com/@tubaacelikk11/lmarena-liderlik-tablosunda-kim-%C3%B6nde-kategoriye-g%C3%B6re-bak%C4%B1nca-i%CC%87%C5%9Fler-de%C4%9Fi%C5%9Fiyor-b49ae1304f5d

https://medium.com/@sylvesterranjithfrancis/commodity-inference-is-the-real-glm-5-2-story-d83c5f626ea1

https://medium.com/@sumal.perera/why-your-mcp-gateway-must-become-the-control-plane-for-enterprise-ai-29374117daab

https://ramauniversity.medium.com/llm-in-business-law-eligibility-career-opportunities-future-scope-in-india-cefc518fb498

https://medium.com/@diogofcul/capability-tokens-for-ai-agents-a-security-kernel-in-python-547255b8a0b8

https://medium.com/@jamesmjones3.0/research-bulb-topology-orchestrator-92e96a4b4737

https://medium.com/@adetokunboadebola689/jadepuffer-ai-ransomware-analysis-37e8c9d2a6c0

https://medium.com/@anggapradanaa/membangun-sistem-rag-retrieval-augmented-generation-dari-nol-4007f314f311

https://medium.com/@anggapradanaa/grpo-fine-tuning-llm-untuk-melatih-reasoning-model-6adbf065c48a

https://ai.plainenglish.io/why-ai-confidently-makes-things-up-95ed1abced3e

https://medium.com/@writeronepagecode/text-clustering-and-topic-modeling-844e0db05339

https://techcrunch.com/2026/07/08/hot-french-startup-zml-releases-free-product-to-speed-inference-across-lots-of-ai-chips/

https://medium.com/@elyas.mosayebi/why-we-fine-tuned-a-local-llm-for-personalized-language-learning-98bd11914b30

https://medium.com/@rahulnamdevcs75/building-search-enabled-agents-with-duckduckgo-a-technical-walkthrough-3c5f78339861

https://medium.com/@lalit007lodhi/attention-sinks-the-tokens-every-llm-keeps-looking-at-556482f8d875

https://medium.com/@sebuzdugan/claude-sonnet-5-beats-opus-4-8-on-terminal-bench-for-40-the-price-cb2f3d8a0de5

https://medium.com/@gmathankumar93/agentic-rag-on-android-4f3e5935ea54

https://medium.com/@tovinay/the-attack-that-doesnt-need-to-hack-you-e6c7007b62d8

https://medium.com/@aditya-dawadikar/how-to-estimate-your-models-inference-mode-memory-requirements-baedd7f1e9a2

https://thupilipraveenkumar.medium.com/the-new-ai-stack-why-the-future-isnt-just-better-models-it-s-better-systems-15f762eda529

https://medium.com/@adlanmuammar9/the-chinese-room-and-the-limits-of-artificial-intelligence-can-algorithms-give-rise-to-e77d41d93364

https://medium.com/@tusharkoshti/grok-4-5-is-coming-for-opus-every-single-month-dd1f75ddb74c

https://medium.com/google-cloud/stop-your-llms-from-forgetting-how-a-2016-string-algorithm-solves-ais-biggest-memory-loss-problem-444cf6b6b24b

https://calamarim.medium.com/cassandra-crossing-676-le-gpu-virtuali-di-nvidia-ed-i-datacenter-di-carta-f39bb0bbd3f8

https://medium.com/@madhusudhan2345/building-a-production-rag-agent-with-langchain-1-3-4-and-fastapi-1bc05836b44e

https://medium.com/@leohari.ae/the-best-claude-hack-that-fast-tracked-my-workflows-ec87d041a79d

https://medium.com/@ritikaushik240/the-ultimate-guide-to-llm-training-datasets-for-accurate-scalable-and-enterprise-ready-ai-models-c7f47d44f2be

https://davisjam.medium.com/governing-agents-and-the-future-of-software-engineering-075cc72e9882

https://twitter.com/OpenAI/status/2074704958419792299

https://medium.com/@satyaprakashkadarla/day-3-transformers-the-architecture-behind-modern-llms-6272a9d6e466

https://medium.com/the-python-dispatch/i-built-rag-for-10-million-documents-heres-what-actually-stops-hallucination-bbbf5c5d6def

https://medium.com/@bianamello/colocando-em-pr%C3%A1tica-conceitos-de-ai-engineering-construindo-meu-primeiro-assistente-de-ia-parte-a3e09f7afa15

https://www.axios.com/2026/07/08/openai-gpt-trump-ban-lifted

https://medium.com/the-pythonworld/i-built-rag-for-10-million-documents-heres-what-actually-stops-hallucination-0c33f5c6fd99

https://medium.com/@saneshashank/cracking-the-million-token-context-56b6d0b0c9a8

https://medium.com/@bervice/beyond-bigger-models-how-small-ai-models-can-collaborate-to-become-a-virtual-giant-5d9c15684871

https://medium.com/@shail251298/part-1-4-training-memory-weights-gradients-optimizer-states-and-activations-6be6b3833918

https://medium.com/@aeoxyz/the-tear-sheet-playbook-nine-practices-for-llm-pipelines-where-the-numbers-cant-be-wrong-39fbab5008ee

https://medium.com/@steve.morales22001/building-an-ai-agent-from-e-books-one-of-these-steps-can-get-you-sued-5e01151e8604

https://ai.plainenglish.io/lessons-learned-deploying-a-multi-service-ai-application-caa3f15316ff

https://medium.com/@learn-simplified/the-35-billion-parameter-model-that-lives-inside-a-599-mac-b1645c6b15b9

https://kawsar34.medium.com/why-llms-hallucinate-when-ai-sounds-right-but-gets-it-wrong-e40882c26ae6

https://huggingface.co/blog/native-speed-vllm-transformers-backend

https://www.nytimes.com/2026/07/07/nyregion/anthropic-ai-boom-nyc.html

https://twitter.com/evanreiser/status/2074577564006519020

https://medium.com/@AAZZ01/llm-vs-rag-explained-ep2-how-ai-actually-finds-the-right-answers-32e0eae75495

https://blog.bytebytego.com/p/how-openai-delivers-low-latency-voice

https://medium.com/@swicegood/i-gave-chatgpt-a-word-riddle-it-couldnt-explain-how-it-solved-it-298d37dc9a03

https://medium.com/agentic-ai-for-anomaly-detection/agentic-ai-for-anomaly-detection-7-gaussian-mixture-model-gmm-7f9f58b18b39

https://medium.com/agentic-ai-for-anomaly-detection/agentic-ai-for-anomaly-detection-6-one-class-support-vector-machine-oc-svm-fd3eecb6ad15

https://pub.towardsai.net/will-gemini-3-5-pro-be-googles-big-much-needed-comeback-b2f46af768c9

https://medium.com/@eswar04190/21-days-of-llms-day-1-what-actually-happens-when-you-call-an-llm-api-e3a78693058b

https://medium.com/@shubhamranga011/why-evaluating-llms-is-so-much-harder-than-evaluating-regular-ml-models-caf6e6ae0c72

https://poiset.medium.com/can-existing-infrastructure-coordinate-traffic-more-intelligently-ee577b95ba03

https://medium.com/@alikhizar9110/capability-isnt-the-bottleneck-for-agents-anymore-reliability-is-5ae25898a9ab

https://medium.com/@faisalnaseerbandesha/30-different-polymarket-bots-you-can-build-yourself-4b45b4f1f86a

https://medium.com/@Manash_Pratim/i-built-a-local-ai-that-does-my-job-applications-overnight-100-offline-and-it-cant-lie-for-me-98207b0452d7

https://medium.com/@vr.rajkumar99/exploring-reflection-beyond-inference-33273d9b38d5

https://medium.com/@sujangyawali177/from-langgraph-to-mcp-to-rag-a-complete-roadmap-to-building-production-ready-ai-agents-3bcc456fe2a0

https://huggingface.co/blog/amazon/one-click-to-sagemaker-studio

https://medium.com/@ffguci8/meituan-open-sources-longcat-2-0-a-1-6t-parameter-model-c8e12978003b

https://medium.com/@suhasdissa/lets-talk-about-llms-47fbe5aa666e

https://medium.com/compute-chronicles/building-an-llm-from-scratch-1-7-mastering-the-fundamentals-14d8dd274345

https://medium.com/@larkko/the-great-coupling-why-ai-may-be-driving-science-toward-an-epistemic-implosion-b7adfb0f4019

https://blog.stackademic.com/building-ai-chanakya-the-technology-stack-and-service-behind-my-multi-model-ai-platform-92ece78bb5b1

https://whbl.com/2026/07/06/exclusive-us-cyber-agency-is-using-anthropics-mythos-to-audit-government-code-sources-say/

https://jaskirat-singh.medium.com/agents-of-chaos-was-the-wake-up-call-5a2ee74d21a8

https://medium.com/@jyothis/beyond-the-hobby-crafting-zero-cost-ai-tools-for-everyday-problems-2a8e79bc310e

https://twitter.com/___Harald___/status/2074561342539956403

https://medium.com/@maheshlambe/beyond-inference-scaling-why-the-next-breakthrough-in-ai-isnt-better-generation-but-better-d44795c38ebf

https://autognosi.medium.com/how-do-you-let-an-llm-run-bash-without-handing-it-the-keys-b061b954f6a8