LLM News and Articles

https://medium.com/@philosophyofintelligence/contextual-architecture-of-algorithmic-four-state-llms-0c16c070157f

https://medium.com/@narendarlb123/prompt-injection-to-bounty-how-llms-can-turn-into-entry-points-bbf7bb6c8b05

https://medium.com/@futuretechie.ai/understanding-large-language-models-how-they-work-and-why-it-matters-for-prompt-design-22d2fc2c1416

https://blog.gopenai.com/kimi-k2-the-deepseek-moment-for-agentic-coding-cdeac6858254

https://learningdaily.dev/what-machine-learning-really-does-for-generative-ai-c5652ec61b9e

https://medium.com/data-science-in-your-pocket/smollm3-the-best-small-llm-for-everything-3fa53713ebb7

https://learningdaily.dev/llm-use-cases-what-actually-works-in-the-real-world-811210970c4b

https://medium.com/@selma_22397/language-models-dont-know-anything-662712bb17e6

https://medium.com/@bitautor.de/ai-press-review-thursday-july-17-2025-openai-tsmc-who-asia-china-mira-meta-hiring-8cea356f4a83

https://medium.com/@byashwanth77/how-dense-retrievers-were-born-and-where-sbert-missed-the-mark-27f175862254

https://www.techinasia.com/news/anthropic-rehires-key-claude-code-leaders-from-rival

https://goldagbonifoisaac.medium.com/the-smartest-way-to-manage-context-in-ai-and-do-something-with-it-419753db6ed4

https://medium.com/tech-vibes/injecting-llm-prompts-straight-into-php-requests-without-an-api-layer-is-the-craziest-shortcut-8d396b9c0c0b

https://medium.com/@soumyajit.swain/distributed-llm-inference-on-consumer-machines-with-llama-cpp-a-bare-metal-approach-55ef6ef81f35

https://medium.com/@ebimsv/llms-and-agents-in-production-day-5-building-a-website-summarizer-with-python-ollama-and-3d92d952321d

https://thoughtworks.medium.com/https-www-thoughtworks-com-insights-blog-generative-ai-model-context-protocol-beneath-hype-9e9c7cbd1fc9

https://medium.com/maxviral/empowering-rag-pipelines-with-modernbert-838904193d48

https://medium.com/@gabiteodoru/why-llms-cant-write-q-kdb-extreme-operator-overloading-53cc64f1e310

https://medium.com/@kendrikroy/why-llm-development-is-the-future-of-smart-business-operations-0b9d98f8e76d

https://medium.com/@marcusjairus/the-bottleneck-in-enterprise-ai-8d0ac093191a

https://generativeai.pub/how-to-build-llms-that-actually-understand-what-deepseek-r1-teaches-us-about-conceptual-fef6e2237fe7

https://generativeai.pub/when-llms-need-humans-managing-langgraph-interrupts-through-fastapi-97d0912fb6af

https://medium.com/@amitgangane00/the-ethical-frontier-of-generative-ai-addressing-bias-hallucinations-and-responsible-deployment-b6724f39c452

https://medium.com/@krish.srinivasans/from-data-to-decisions-visualizing-cortex-ai-with-streamlit-747673807179

https://medium.com/@ashutoshsamal15/reasoning-in-llms-beyond-just-cot-8b64b53dd83d

https://ckhuang2527.medium.com/the-rise-of-kimi-k2-moonshot-ais-open-source-marvel-4f4fa6bebd03

https://medium.com/@harkediansa/from-prompt-engineering-to-context-engineering-79c71d394bdd

https://medium.com/data-and-beyond/the-million-token-mirage-why-a-bigger-context-window-wont-fix-your-ai-a418c281d1c4

https://medium.com/@moetasimrady/enemy-of-the-state-an-engineers-rant-about-the-status-quo-in-software-f92879e35083

https://medium.com/ai-apocalypse/free-rovo-dev-cli-agent-for-bug-hunters-pentesters-9d47b6ebc4a0

https://medium.com/algomart/why-you-should-understand-message-types-in-langchain-and-langgraph-eb462e2a1262

https://medium.com/@mandeep0405/lora-llm-fine-tuning-through-low-rank-adaptation-e7277f693335

https://virtue-in-virtuality.medium.com/are-ai-hallucinations-just-digital-burnout-c0a01a13e487

https://medium.com/@savukar_vritika/letting-ai-argue-with-itself-building-a-multi-llm-debate-app-using-langchain-68ec93dacf70

https://www.ft.com/content/449102a2-d270-4d68-8616-70bfbaf212de

https://medium.datadriveninvestor.com/jumpstart-your-ai-journey-with-llms-2912f49b55b4

https://saicharankummetha.medium.com/rag-vs-fine-tuning-choosing-the-right-approach-for-ai-products-d91c7f690744

https://spectrum.ieee.org/llm-benchmarking-metr

https://medium.com/@saswatipanda91/prompt-engineering-for-scientific-domains-what-works-what-doesnt-77976df87e59

https://medium.com/data-science-collective/how-to-choose-an-llm-inference-provider-in-2025-f079c7aac0dc

https://medium.com/data-science-collective/is-claude-code-about-to-disrupt-the-billion-dollar-ai-coding-tools-market-813a67b8a5f0

https://medium.com/data-science-collective/the-invisible-building-blocks-of-ai-what-you-need-to-know-about-tokenization-acadd86a63ba

https://medium.com/data-science-collective/beyond-chain-of-thought-b14c0001eb80

https://medium.com/data-science-collective/how-i-built-a-low-code-ai-text-labeling-tool-with-gemma-3-python-and-ollama-06130a522767

https://medium.com/@andrew_johnson_4/how-programming-language-features-shape-the-effectiveness-of-llms-43271601cce7

https://medium.com/@ikameron009/evaluating-llm-teamwork-what-agentsnet-reveals-about-collaboration-and-coordination-b9f867e3d974

https://huggingface.co/blog/gradio-mcp-updates

https://huggingface.co/blog/futurebench

https://huggingface.co/blog/consilium-multi-llm

https://medium.com/innova-technology/mcp-for-newbies-41d1af9346ee

https://medium.com/@xxion_71606/how-llms-are-changing-supply-chain-strategy-in-a-fragmented-world-7d19b849f190

https://sergeykolchenko.medium.com/reddit-and-stock-returns-is-the-crowd-worth-listening-to-25b5b2dc86a3

https://medium.com/@OpenCSG/overturning-a-decade-old-nlp-paradigm-c9dfd7f58777

https://medium.com/@VinayPanchal12/what-is-large-language-models-llms-the-brain-behind-chatgpt-39b3afe9cf63

https://medium.com/@rimsashrestha23/ai-buzzword-wars-whats-real-what-s-hype-b9596f5de577

https://medium.com/@atticus.rossfountain/why-did-we-teach-a-query-language-to-lie-32a5ed0e4052

https://www.theverge.com/ai-artificial-intelligence/708521/anthropic-hired-back-two-of-its-employees-just-two-weeks-after-they-left-for-a-competitor

https://medial.app/news/anthropic-hired-back-two-of-its-employees-just-two-weeks-after-they-left-for-a-competitor-a5f1ee0dea6e5

https://medium.com/@cam.wasi/navigating-the-new-digital-frontier-age-and-gender-dynamics-in-llm-engagement-c348467c1c4f

https://medium.com/technology-taxes-education-columns-by-david-grace/could-you-make-an-ai-with-spreadsheet-cells-functioning-as-artificial-neurons-1fe29679084f

https://medium.com/@vineetdorikar06/deep-dive-into-bm25-a-traditional-search-algorithm-d64e8d914b7b

https://github.com/opper-ai/opper-cookbook/tree/main/examples/tictactoe-tournament

https://medium.com/@masonliyu/beginning-my-journey-to-understand-llms-567caa531304

https://medium.com/@rajveerrajputmoga1/how-to-use-vertex-ai-sdk-in-your-ai-projects-a-complete-guide-for-indian-developers-d2dcd99cc799

https://www.cnbc.com/2025/07/16/openai-googles-cloud-chatgpt.html

https://medium.com/@krause.thomas.dominik/the-meeseeks-mode-when-ai-tries-too-hard-3e30e9b21f82

https://medium.com/design-bootcamp/signal-as-self-toward-a-theory-of-recursive-identity-ad3b6f3bf599

https://medium.com/@gezhouz/understanding-llm-response-latency-a-deep-dive-into-input-vs-output-processing-2d83025b8797

https://medium.com/@abiola_/datagen-judge-cascade-djc-multi-turn-indirect-jailbreak-attack-547f501e49ca

https://ginotocchetti.medium.com/human-ai-gap-embodied-cognition-and-vectorial-cognitive-fields-2b6d062dcb1b

https://medium.com/@chauhandev2dc/unleashing-the-power-of-large-language-models-llms-a0bf68120790

https://www.theregister.com/2025/07/16/exopenai_engineers/

https://medium.com/@yasinomer.kara/building-a-dual-document-processing-system-microsoft-markitdown-vs-custom-pypdf2-pipeline-2a3d81d45dad

https://medium.com/@suleymanogunc/welcome-to-the-future-of-ai-io-net-w-genlayer-1d0a027f80d0

https://office10am.medium.com/the-power-of-llms-and-nlp-in-generative-ai-revolutionizing-the-future-with-python-a83220c57cd1

https://www.zdnet.com/article/5-reasons-why-i-still-prefer-perplexity-over-every-other-ai-chatbot/

https://medium.com/@hr10j44t/deploy-a-static-website-using-traefik-and-cloud-run-full-lab-with-explained-code-1f3f06910059

https://medium.com/@shravankoninti/mcp-vs-a2a-vs-rag-explained-7407d406b06f

https://destaatvanhetweb.nl/2025/07/12/the-party-trick-called-llm-blowing-away-smoke-and-break-some-mirrors/

https://medium.com/@oj.stones/what-happens-when-you-let-ai-take-your-thinking-d380978fecd3

https://www.theinformation.com/briefings/anthropic-hires-back-two-coding-ai-leaders-cursor-developer-anysphere

https://dry.ai/showhn-memory-for-claude-chatgpt

https://blog.langchain.com/aws-marketplace-july-2025-announce/

https://blog.luden.io/generating-prototypes-from-game-design-document-with-cursor-zed-and-l%C3%B6ve-7b8d932194d7

https://medium.com/@benedetto73/s3-vectors-changing-how-we-think-about-vector-embeddings-b04f8af2e3cd

https://rajeevbarnwal.medium.com/reachy-mini-hugging-faces-299-open-source-desktop-robot-a12775a16d04

https://medium.com/@gurpreets_87390/the-evolution-of-language-models-from-gpt-2-to-gpt-4-and-beyond-646e68cad456

https://odsc.medium.com/four-free-odsc-east-sessions-to-teach-you-about-llms-094416f4005c

https://renjithvr11.medium.com/running-your-home-assistant-on-kubernetes-part-iii-9be6f1f2a20e

https://medium.com/ai-simplified-in-plain-english/will-ai-and-robotics-solve-americas-debt-crisis-95c87fe2c8c8

https://medium.com/@homeshanker09/model-context-protocol-mcp-a-protocol-layer-for-tool-augmented-llms-1afb82172272

https://medium.com/@samanch70/goodbye-vram-limits-how-to-run-massive-llms-across-your-gpus-b2636f6ae6cf

https://blog.langchain.com/open-deep-research/

https://medium.com/ai-disruption/the-consciousness-threshold-how-genai-revolution-challenges-our-understanding-of-mind-and-reality-82f40fdaeb5e

https://medium.com/ai-disruption/the-browser-that-thinks-for-you-why-agentic-interfaces-are-quietly-replacing-apps-as-we-know-them-7e91ef142b4e

https://cobusgreyling.medium.com/openai-multi-ai-agent-research-framework-b8de5535f4d3

https://medium.com/data-science-collective/how-i-built-a-maintenance-assistant-using-generative-ai-langchain-and-streamlit-1ff84bf107c9

https://medium.com/aimonks/ai-fundamentals-from-sequence-models-to-large-language-models-0d0deba06a85

https://medium.com/@philosophyofintelligence/llm-language-models-could-be-proto-conscious-3a0fea2c4388

https://medium.com/@frylock117/almsivi-chim-recursion-public-release-thread-995055e5a162