LLM News and Articles

https://medium.com/@leander.heine/alignment-of-large-language-models-through-training-sft-rlhf-dpo-and-more-472e2e0d9695

https://medium.com/foundation-models-deep-dive/once-upon-a-prompt-the-multimodal-magic-of-llms-and-diffusion-9c447cd9673b

https://www.marktechpost.com/2025/07/01/omega-a-structured-math-benchmark-to-probe-the-reasoning-limits-of-llms/

https://medium.com/@troybreiland/the-ai-wrecking-ball-32-ways-its-smashing-digital-markets-right-now-91bfc2a17e33

https://epochs.getmaxim.ai/building-the-agentic-debugging-game-anthropic-observability-using-maxim-e0044b0810f4

https://nitishagar.medium.com/from-magic-to-metrics-a-practical-guide-to-llm-evals-in-your-ci-cd-pipeline-3d6a1fc6d011

https://medium.com/ai-simplified-in-plain-english/the-evolution-of-rag-from-traditional-to-agentic-ai-96ef48d7a7a6

https://medium.com/@trltpage/talkgpt-people-are-now-talking-like-ai-research-shows-434d35a2fac7

https://medium.com/data-science-in-your-pocket/google-gemma-3n-best-multi-modal-llm-for-mobile-edge-ai-b373e74e327c

https://medium.com/@abhiagrawal2012/readiness-of-large-language-models-in-2025-by-nasa-standards-87043540fc44

https://medium.com/ideacoding-lab/ai-as-a-service-how-openai-has-changed-the-landscape-for-ai-forever-53fad73a0e49

https://medium.com/@vatsalasingh22/foundation-models-for-recommendations-when-netflix-decided-to-rebuild-everything-and-why-it-was-851cb4ee8647

https://medium.com/data-science-collective/a-brief-introduction-to-ollama-36f0ffd597c0

https://medium.com/@hadiyolworld007/can-you-trust-ai-in-2025-the-answer-might-scare-you-16b5ae014f95

https://medium.com/softtechas/llm-tabanl%C4%B1-agentlar-ne-i%CC%87%C5%9Fe-yararlar-nerelerde-kullan%C4%B1l%C4%B1r-art%C4%B1lar%C4%B1-nedir-bd00fbacb204

https://medium.com/@thekrisledel/the-fundamental-limitations-of-ai-agent-frameworks-expose-a-stark-reality-gap-7571affb56e5

https://onnerb.medium.com/llms-locais-para-desenvolvimento-mobile-ae76797207d8

https://medium.com/@aitechquest2025/the-ultimate-2025-llm-comparison-which-ai-model-leads-the-pack-778c47fe6513

https://www.heise.de/en/news/Unregulated-tech-tests-Thiel-Altman-and-co-want-Freedom-Cities-10309862.html

https://medium.com/ai-simplified-in-plain-english/engineering-intelligence-the-future-of-ai-development-6a0dbaeebc50

https://medium.com/@peraison/data-architecture-to-unlock-ai-driven-analytics-45a4a6ebed85

https://medium.com/@iamanraghuvanshi/agentic-ai-5-ai-workflows-vs-ai-agents-whats-the-real-difference-3feae54a5642

https://medium.com/@petervandijck/context-engineering-and-context-design-may-be-where-engineering-and-ux-can-build-useful-things-0d600dd82b07

https://medium.com/@hadiyolworld007/llm-frameworks-you-cant-ignore-in-2025-apple-meta-google-more-939ae36010dc

https://medium.com/@ankityiitr/virtual-exams-and-tiny-trump-how-i-discovered-a-blueprint-for-agentic-ai-systems-af5af790b171

https://inayathussain.medium.com/supercharging-the-terminal-how-i-use-google-gemini-cli-to-automate-my-workflow-like-an-ai-a558fd335e28

https://medium.com/@hadiyolworld007/agents-apis-and-autonomy-where-llms-are-headed-in-2025-6d52945e8a44

https://medium.com/@theyashwanthsai/what-are-ai-agents-i-built-my-own-programmer-intern-using-crewai-aacd469313af

https://medium.com/@bitautor.de/daily-ai-news-roundup-july-1-2025-eb1d43155683

https://towardsdev.com/built-with-langgraph-4-components-d26701f7d16d

https://medium.com/@nareshns2004/llm-operating-system-llm-os-llm-agent-97d4933d1612

https://medium.com/@cazanlekor/ai-agents-an-introduction-7bb043b27da3

https://medium.com/@seanhongbusiness/echo-mode-a-language-state-protocol-for-gpt-not-a-prompt-not-a-hack-b6bb7d210864

https://medium.com/ai-simplified-in-plain-english/the-gemini-2-5-flash-flight-planner-ai-a-client-server-solution-for-optimized-travel-bbc4635b865a

https://medium.com/@oliver-mlops/my-llm-crashed-in-production-at-3-am-how-mlflow-saved-my-sanity-d588a815af4c

https://rabmcmenemy.medium.com/from-stochastic-to-symbolic-reasoning-for-large-language-models-a-walkthrough-of-the-vector-6a4b27407619

https://a-vijaysrinivas.medium.com/language-models-as-note-takers-or-mimicking-human-learning-abstractions-700a4ffc11af

https://medium.com/@basakbilginoglu/context-unlocking-the-power-of-large-language-models-why-context-windows-and-api-costs-matter-6253dad13ae1

https://medium.com/@cognidownunder/google-ai-edge-gallery-bringing-powerful-ai-to-your-pocket-no-internet-required-8043668eb126

https://medium.com/@hadiyolworld007/the-rise-of-agentic-llms-and-the-frameworks-powering-them-ad17c2016318

https://www.dsdev.in/run-any-llm-locally-on-your-mac-in-less-than-2-mins

https://dhirajpatra.medium.com/owasp-gen-ai-security-for-llm-application-7795887a13a5

https://medium.com/@manuedavakandam/open-source-agentic-ai-frameworks-a-comprehensive-comparison-for-building-intelligent-workflows-9965244ea4d7

https://medium.com/@aleksei.aleinikov.gr/ml-crashes-of-2025-when-a-model-shines-on-a-laptop-and-dies-in-production-three-cautionary-tales-e1bd2c37c52d

https://medium.com/@zh2408/llm-agents-arsenal-a-beginner-s-guide-to-the-action-space-b208c8d8e845

https://medium.com/@tiffanyccchen/practical-tips-for-better-topic-modeling-using-bertopic-d12daf347918

https://medium.com/@ichchhababu1234/probability-behind-temperature-in-llm-ea690ca1a10d

https://lovely31.medium.com/7-llms-shaping-the-ai-world-right-now-c5fe94fe14ab

https://medium.com/@asdeq20062/how-do-large-language-models-think-self-attention-mechanism-99b293fa6ad0

https://medium.com/algomart/understanding-the-difference-between-llm-bind-tools-and-create-react-agent-in-langchain-8529603eb91b

https://blog.langchain.com/exa/

https://botpenguin.medium.com/llms-for-translation-a-complete-guide-3de420e3fa90

https://blog.chatbotslife.com/llms-for-translation-a-complete-guide-3de420e3fa90

https://lecharles.medium.com/agentforce-multilingual-support-anatomy-of-a-global-agent-a64e35b92dde

https://medium.com/synthetic-futures/tencent-finally-has-their-own-gpt-6f8ed70e273d

https://medium.com/@ramancode4life/%EF%B8%8F-inside-coheres-command-a-an-enterprise-optimized-agentic-llm-for-the-real-world-a68fbd80dfaa

https://medium.com/@joqim/apple-in-the-age-of-ai-elegance-meets-obsolescence-bd36cc98d855

https://devopslearning.medium.com/beyond-hello-world-a-free-8-week-generative-ai-learning-series-321bbb03f91f

https://lecharles.medium.com/ai-agents-are-not-toys-theyre-already-running-the-enterprise-5a59f8934aa6

https://www.cnbc.com/2025/07/01/apple-weighs-using-anthropic-or-openai-to-power-siri-in-major-reversal-bloomberg-news-.html

https://www.oligo.security/blog/critical-rce-vulnerability-in-anthropic-mcp-inspector-cve-2025-49596

https://medium.com/@yatharthkapadia2/securing-the-future-a-deep-dive-into-vulnerability-scanning-for-ai-systems-46e7f22727ff

https://medium.com/@ppourdavood/llms-as-cultural-dna-how-ai-reflects-and-evolves-the-noosphere-931ee7df9397

https://medium.com/@sulbha.jindal/mem1-learning-to-synergize-memory-and-reasoning-for-efficient-long-horizon-agents-paper-review-0882f37d8514

https://medium.com/@sammathew000/%EF%B8%8F-how-i-scrape-e-commerce-sites-without-getting-blocked-after-months-of-struggling-2c3dd7907dfe

https://medium.com/@sulbha.jindal/introducing-agent-file-af-f57f587717d3

https://medium.com/@ajams/the-mathematics-of-impossible-memory-how-banach-tarski-decomposition-explains-quantum-070fceb7fb7e

https://medium.com/write-a-catalyst/the-dawn-of-agentic-ai-why-the-next-intelligence-revolution-isnt-just-about-technology-but-e65542a65b02

https://medium.com/building-piper-morgan/the-great-git-directory-massacre-and-other-cautionary-tales-a143610ce7f9

https://www.marktechpost.com/2025/06/30/longwriter-zero-a-reinforcement-learning-framework-for-ultra-long-text-generation-without-synthetic-data/

https://asia.nikkei.com/Business/Technology/Artificial-intelligence/Positive-review-only-Researchers-hide-AI-prompts-in-papers

https://huggingface.co/blog/train-sparse-encoder

https://github.com/runzhouye/Local_LLM_Notepad

https://medium.com/@iammasariya/prompt-engineering-techniques-for-llm-optimization-5245a45155d2

https://medium.com/@aarshita08/my-llm-learning-journey-day-3-langchains-building-blocks-9100e5bec6ef

https://medium.com/@troybreiland/why-llms-are-still-bad-at-blogging-and-what-itll-take-to-fix-them-c3a250d5c7e9

https://medium.com/@filinvadim/llms-for-go-developers-a-plug-and-play-approach-with-llama-cpp-4ccccb6d04df

https://medium.com/altsoph/big-bang-of-agent-rules-2b73e04044cd

https://medium.com/ai-simplified-in-plain-english/mistral-llms-ai-agents-orchestrating-the-quest-for-relativitys-proof-f0d8302a835a

https://lmgame.org

https://aivis.medium.com/k%C4%81-no-claude-var-piesl%C4%93gties-csp-datiem-3ea4ba66216e

https://medium.com/@mmisati3/ai-security-crisis-in-2025-generative-ai-is-backfiring-and-hackers-are-winning-011ce24e9ce0

https://arxiv.org/abs/2505.15858

https://medium.com/@nivesep26/context-engineering-the-hottest-discussion-in-ai-right-now-46817b1c3e01

https://owaistechify.medium.com/rip-research-departments-how-llms-are-changing-the-game-517314262a3e

https://medium.com/@oren.dinai/hybrid-llms-for-confidential-financial-analysis-blending-gpt-4-and-llama-3-81b6951bdd2a

https://medium.com/@adeelmukhtar051/mastering-text-chunking-unlocking-llm-potential-for-retrieval-and-generation-bfc8d6440910

https://medium.com/@advikjazz/%EF%B8%8F-sunsetting-dronegpt-why-i-built-it-what-i-learned-and-whats-next-a724317b7948

https://medium.com/@jamesanthonystalleymoores/build-ai-the-right-way-the-10-cs-b4135393e609

https://pub.towardsai.net/the-right-approach-to-personalize-llm-style-rewards-dropout-for-human-styles-alignment-and-7160974764d5

https://medium.com/utopian/perplexity-is-doomed-721abbca1228

https://medium.com/@yash9439/what-are-mcp-servers-and-why-theyre-fixing-ai-d47efb8e9529

https://medium.com/@santoshpandey987/dont-trust-chatgpt-too-much-why-even-openai-s-ceo-says-so-cacc783ceecc

https://medium.com/@piyushagni5/optimizing-llm-accuracy-678c821f2f79

https://medium.com/@tplumpter/ai-agents-101-what-they-are-how-they-work-and-why-they-matter-8faca2e2cc79

https://twitter.com/_jasonwei/status/1939762496757539297

https://huzaifa1.medium.com/how-i-used-a-python-decorator-to-trace-my-llm-app-in-just-3-lines-of-code-207f4731082c

https://medium.com/@matheuscamarques/the-unfaltering-machine-why-ai-reinforces-the-fundamental-truth-of-elixir-8dfd71ccb439

https://www.reuters.com/business/apple-weighs-using-anthropic-or-openai-power-siri-major-reversal-bloomberg-news-2025-06-30/

https://www.bloomberg.com/news/articles/2025-06-30/apple-weighs-replacing-siri-s-ai-llms-with-anthropic-claude-or-openai-chatgpt