LLM News and Articles

https://towardsdev.com/from-hype-to-reality-the-hard-won-lessons-of-building-rag-for-the-real-world-1d805d42edff

https://medium.com/@romeepanchal/from-lstms-to-rlhf-how-one-idea-ignites-the-next-8cbbe3fd87b2

https://raghunitb.medium.com/how-crewai-revolutionized-my-workflow-a-users-journey-into-multi-agent-ai-a0a2a14ffd63

https://medium.com/@kalavaguntapurnesh/model-context-protocol-mcp-the-backbone-of-intelligent-llm-integrations-c24056ae40ea

https://medium.com/prompt-pixel/grok-4-became-the-billionaires-brainchild-that-s-changing-ai-forever-9ccb93527d60

https://www.llmwatch.com/p/kimi-k2-what-it-is-how-it-works-and

https://medium.com/@sainikhithareddy2001/from-tokens-to-thought-a-beginners-guide-to-how-genai-models-work-49d17aa91cb4

https://medium.com/@madhavisandhums/beyond-the-buzz-the-case-for-predictive-ai-cf2375bed5b0

https://medium.com/@shivamshinde92722/your-cover-letter-might-still-have-chatgpt-fingerprints-86fa1f5dd578

https://medium.com/@bhagyarana80/i-built-my-own-rag-system-in-one-night-and-it-actually-works-ed8a34892376

https://granthbrennermd.medium.com/teach-your-ai-well-291ff4e8af51

https://medium.com/@tl_99311/context-engineering-the-evolution-beyond-vibe-coding-05e9d30cd0dc

https://mayursurani.medium.com/gemma-math-how-googles-ai-model-overcomes-mathematical-misunderstandings-3d8c6dcf0d41

https://medium.com/@madhavisandhums/how-grok-broke-anatomy-of-an-ai-cascade-failure-118c8a0c01f9

https://medium.com/@narutouzamaki7038867129/learn-linear-regression-from-scratch-using-gradient-descent-with-code-visualization-7c6547396c5f

https://rockyshikoku.medium.com/run-llms-offline-on-ios-in-5-minutes-introducing-edgellm-bbc336b4d6d3

https://www.marktechpost.com/2025/07/11/moonshot-ai-releases-kimi-k2-a-trillion-parameter-moe-model-focused-on-long-context-code-reasoning-and-agentic-behavior/

https://medium.com/coding-nexus/turn-messy-pdfs-into-clean-llm-ready-data-with-dolphin-100-open-source-3d5d358058dc

https://medium.com/data-science-collective/how-to-use-ai-nlp-to-find-your-next-employer-ea0d866f6288

https://medium.com/ai-exploration-journey/rag-reasoning-is-the-bridge-to-human-like-intelligence-ai-innovations-and-insights-56-94c2043dbdfd

https://medium.com/@riddhimansherlekar/fine-tuning-on-a-patent-classification-dataset-learning-some-hard-lessons-b8dc5f00379c

https://the-expert-developer.medium.com/what-the-heck-is-an-llm-a-simple-guide-to-large-language-models-without-the-jargon-980daf229695

https://saibhargavr.medium.com/build-your-own-ai-powered-information-assistant-with-crawl4ai-and-langchain-be2f051fad84

https://generativeai.pub/build-your-own-ai-powered-information-assistant-with-crawl4ai-and-langchain-be2f051fad84

https://twitter.com/sama/status/1943837550369812814

https://medium.com/@deepanwadhwa_1654/a-little-more-privacy-for-your-llm-calls-please-d323648de190

https://0xhagen.medium.com/the-paradigm-shift-from-engineer-to-engineer-using-ai-3fbb7b211830

https://medium.com/@suleymanogunc/io-net-ama-launch-io-hackathon-94b9cb9523b5

https://pub.towardsai.net/phi-4-mini-flash-reasoning-model-redefining-ai-efficiency-52c461319f49

https://www.theverge.com/openai/705999/google-windsurf-ceo-openai

https://medium.com/@Seddryck/more-connections-not-more-data-what-a-knowledge-graph-really-is-19ee573adc81

https://medium.com/@harishpillai1994/mary-meekers-2025-ai-report-decoded-acceleration-risk-and-the-rise-of-cheaper-rivals-f06e3016adbb

https://medium.com/@vanshkharidia7/rag-retrieval-beyond-semantic-search-day-2-wget-ce3055f41c55

https://medium.com/@hexa.raja/a-step-by-step-guide-for-text-and-image-generation-cba4b6a04d05

https://medium.com/@wrvarun96/part-1-seal-giving-llms-the-power-to-learn-by-themselves-08df68697c95

https://medium.com/@impure/apples-costly-ai-lesson-could-it-pop-the-ai-bubble-4fa2bdcdd38c

https://medium.com/@roogerrr671/anya-learns-transformers-from-scratch-2c08d3eebc4f

https://nexustrade.io/blog/i-tested-every-ai-model-on-a-complex-sql-query-generation-task-heres-where-grok-4-stands-20250711

https://medium.com/@hello_10013/mastering-marketing-which-ai-reigns-supreme-in-2025-9c0934cb2af5

https://mayeenulislam.medium.com/running-llms-on-your-raspberry-pi-5-0d90668fdb6d

https://anantech.medium.com/how-do-large-language-models-llms-work-step-by-step-breakdown-4b4f4210d0f5

https://medium.com/@vishnutejaap/mcp-building-a-context-aware-chatbot-with-tool-integration-5c47c03188fc

https://medium.com/techthync/grok-4-a-computer-scientists-perspective-on-the-dawn-of-superhuman-ai-1a3de5222df9

https://medium.com/@kondwani0099/generative-engine-optimization-geo-a-playbook-for-marketers-and-developers-in-the-ai-search-era-ec3154c42054

https://medium.com/@mazzalucas42/decoding-grok-4-frontier-pushing-ai-benchmarks-real-world-reasoning-and-the-dawn-of-44297f1daf2c

https://medium.com/@ebimsv/llms-and-agents-in-production-day-5-evaluating-llms-leaderboards-benchmarks-and-smart-model-a1f0f01f3cfb

https://blog.gopenai.com/docker-grep-guardrails-turning-an-openai-custom-gpt-into-your-full-stack-dev-partner-d5e2e0401a43

https://shreeraman-ak.medium.com/building-a-fast-semantic-search-engine-with-python-faiss-and-sentence-transformers-e3df7c47340c

https://www.llmwatch.com/p/the-memory-operating-system-for-ai

https://medium.com/@servifyspheresolutions/grok-4-is-elon-musks-chatgpt-rival-the-future-of-ai-conversations-716d4799784d

https://www.wheresyoured.at/anthropic-is-bleeding-out/

https://medium.com/@guru_92415/beyond-the-spreadsheet-is-manual-cash-flow-analysis-putting-your-portfolio-at-risk-0b736d136d52

https://medium.com/@niarsdet/analyzing-cypress-automated-test-results-with-local-ai-using-ollama-open-source-llm-ccecba0e8245

https://twitter.com/Kimi_Moonshot/status/1943687594560332025

https://medium.com/@djangoist/psa-i-added-a-file-manifest-to-my-agentic-ai-w-rag-and-it-decreased-runtime-by-20-90-0600a7011d3f

https://huggingface.co/moonshotai/Kimi-K2-Instruct

https://medium.com/the-owl/the-practical-guide-to-distributed-training-using-pytorch-part-5-distributing-everything-using-a6a0b8e83bb9

https://medium.com/@freddyayala/the-bastionrank-showdown-crowning-the-best-on-device-ai-models-of-2025-95a3c058401e

https://kumarsuman1008.medium.com/ai-agents-llm-autonomy-15e21b537757

https://ai.plainenglish.io/domain-aware-llms-made-easy-with-qlora-and-domix-e6c8f472d8c9

https://rmhw.medium.com/is-your-ai-suffering-from-tiredness-and-fatigue-8c9154083c70

https://medium.com/@humanxai2025/the-symbiotic-age-from-tools-to-partners-the-evolution-from-hci-to-human-ai-interaction-3f8ffdffc88c

https://cobusgreyling.medium.com/openai-api-deep-research-17ceca9a9a51

https://medium.com/@steel540/guide-to-on-premises-deployment-of-large-language-models-llms-in-the-i4-0-manufacturing-industry-f284326599db

https://meghashyamyellapu.medium.com/how-llms-learn-with-sliding-windows-input-target-pair-sampling-explained-648971f03d29

https://medium.com/1mgofficial/lcm-vs-llm-a-new-way-for-ai-to-think-in-ideas-not-just-words-4dabdc966252

https://medium.com/@avinash.mynampati/benchmarking-local-llms-like-a-pro-building-a-resumable-evaluation-pipeline-with-ollama-0906ad06f9f7

https://jigsawstack.com/blog/object-detection

https://medium.com/nextgenllm/getting-started-with-vector-databases-and-embedding-in-llm-4bee334d7a84

https://medium.com/technology-core/is-grok-4-really-the-worlds-best-ai-model-47a65d21b295

https://kyleake.medium.com/ready-set-gen-ai-ingestion-ibm-docling-in-action-5c90fda10b79

https://medium.com/@dharamai2024/intelligent-task-planner-with-langgraph-streamlit-e8e385efac21

https://jiyaak.medium.com/the-battle-of-the-em-dash-368dd74a826b

https://medium.com/@yurigarciadev/rethinking-bigger-is-better-in-llm-workflows-3218aa497ddd

https://medium.com/@rogt.x1997/grok-4-isnt-just-a-model-it-s-elon-musk-s-ai-manifesto-f9494b8998d9

https://medium.com/@sajith_k/copilotkit-ag-ui-integrating-langgraph-with-next-js-and-fastapi-435cac2df56b

https://medium.com/@mahveenrida4/all-i-did-was-read-every-llm-ever-a6193893d273

https://medium.com/@yadavbiplove22/a-technical-tour-of-large-language-models-llms-from-basics-to-architecture-7b8fe357ce85

https://medium.com/@humanxai2025/from-zero-to-prompt-engineering-hero-the-complete-beginners-guide-ca847fc74081

https://medium.com/metaor-artificial-intelligence/grok-4-and-the-future-of-multi-agent-ai-c67230a6359f

https://medium.com/@rosgluk/model-context-protocol-mcp-and-notes-on-implementing-mcp-server-in-go-64d7ad8bcae6

https://medium.com/@eshanmaduranga0329/revolutionizing-cv-shortlisting-with-llms-langchain-neo4j-a-semantic-search-and-chat-based-a651bc3babad

https://chatgpt.com/g/g-6855973a1d108191abb0a7708664b8f7-tweek

https://medium.com/ai-simplified-in-plain-english/unlocking-the-power-of-language-the-rise-of-llm-development-services-47a23f85c364

https://medium.com/@rfsales/como-o-padr%C3%A3o-llms-txt-pode-turbinar-seus-copilots-internos-7fa0ac421412

https://medium.com/@priom7197/detecting-bias-in-nlp-models-using-shap-a-practical-guide-to-responsible-ai-a4da57545590

https://medium.com/@kendrikroy/how-is-llm-development-revolutionizing-modern-ai-solutions-ae5bfff9ed9e

https://viveknayyar.medium.com/how-does-an-ai-read-your-sentence-lets-break-it-down-af275c239334

https://medium.com/@bitautor.de/daily-ai-news-roundup-july-11-2025-ae1dcac870a4

https://medium.com/predict/understanding-agi-psychology-1d167fc54ecf

https://medium.com/@gouravrajput368/whats-llm-and-how-it-works-b696149e2b51

https://medium.com/@tu.my.doan/sikts-rag-utils-an-introduction-4aa560be67d9

https://cryptosamadhi.medium.com/virtual-philip-k-dick-on-the-ai-curated-reality-shift-5cd27bb631d3

https://medium.com/@immanuel.leonsalomo/building-a-simple-local-chat-bot-ui-with-llm-integration-my-beginner-project-58bf77b64715

https://medium.com/@mdpman/towards-a-playground-to-democratize-experimentation-and-benchmarking-of-al-agents-for-network-224b6cc0e05f

https://dannadori.medium.com/using-mastra-agent-with-the-openai-realtime-api-from-your-browser-557a0018777a

https://medium.com/@tu.my.doan/building-a-production-ready-rag-mcp-server-with-sikts-internal-tools-from-development-to-f7a28810b800

https://www.marktechpost.com/2025/07/11/mistral-ai-releases-devstral-2507-for-code-centric-language-modeling/

https://medium.com/@aryangoyal2011/from-prompt-to-action-creating-autonomous-agents-with-function-calling-e2471bda53d4

https://medium.com/@deep1904s/how-i-mastered-prompt-design-in-vertex-ai-a-deep-dive-into-the-art-of-speaking-to-machines-180f8c857566