LLM News and Articles

https://medium.com/@julskim/apple-dumps-docker-075ffec286fa

https://xhinker.medium.com/finally-a-35b-moe-model-claims-to-shadow-the-local-king-qwen3-6-27b-77a4c1e13636

https://chierhu.medium.com/building-evaluation-and-benchmarking-systems-defining-what-good-means-for-agent-quality-cc5858a81dea

https://chierhu.medium.com/building-evaluation-and-benchmarking-systems-for-llm-based-ai-agents-a-practical-and-academic-5c4eac324199

https://techcrunch.com/2026/06/30/amazon-launches-new-1-billion-fde-org-following-openai-and-anthropic/

https://medium.com/@opensomething/four-labs-one-compressed-frontier-how-gemini-chatgpt-claude-and-deepseek-compare-in-mid-2026-9572d1d7bd40

https://medium.com/@jerry_19907/nobody-warned-me-ai-engineering-was-five-jobs-in-one-21b3849ee725

https://medium.com/@yenchoi_75272/from-osi-to-cdmsmole-a-simple-layered-model-for-the-whole-ai-stack-de349c23e66c

https://medium.com/data-science-collective/my-0-hermes-agent-setup-acb0b8f77c13

https://medium.com/data-science-collective/prompt-vs-rag-vs-fine-tuning-which-fix-do-you-need-5edc7192086e

https://medium.com/@subramanyamanjegowda/day-20-mini-project-build-your-first-production-ready-ai-assistant-for-devops-cloud-0eb14691b01c

https://medium.com/@gbadedata/i-spent-days-building-a-transformer-a-5-line-model-beat-it-722b8a9e1122

https://ai.plainenglish.io/harness-engineering-how-to-train-your-ai-dragon-7c33a6b367f7

https://www.axios.com/2026/07/02/openai-stake-trump-altman

https://cobusgreyling.medium.com/the-anatomy-of-agent-failure-91236158004a

https://medium.com/@ujjwalsas9/the-llm-cost-optimization-handbook-8-proven-strategies-to-reduce-genai-inference-costs-without-cd78746dae06

https://medium.com/@padmapriyarajaram2003/large-language-models-0cde6996bfdc

https://medium.com/mlworks/the-hidden-cost-of-better-recall-why-more-results-can-make-search-worse-e5132a526d31

https://towardsdev.com/the-celebrity-problem-how-one-viral-post-breaks-sharded-databases-and-how-rust-helped-prove-it-ade26571f140

https://medium.com/@raunaknayak2006/mustel-the-tool-that-stops-your-ai-editor-from-lying-to-you-3209ae300976

https://medium.com/@siyao.mira.lu/inside-my-local-ai-platform-architecture-trade-offs-and-design-decisions-12f7ba455b40

https://medium.com/@peter.mccann.strain/show-me-the-run-4fe326d6efa3

https://medium.com/the-beginners-guide/your-agent-demo-worked-heres-why-production-will-break-it-a2d4f2f14ca0

https://www.cnn.com/2026/07/02/business/openai-trump-stake-intl

https://medium.com/@hello_27440/from-promise-to-reliability-semantic-mapping-and-sql-validation-as-dual-drivers-for-enterprise-1596b893ebe4

https://medium.com/@xtof/scene-models-are-not-domain-models-c170520f98c5

https://arxiv.org/abs/2601.13082

https://medium.com/@connerbown/i-built-enlive-a-free-website-that-makes-llm-prompting-easier-in-40-languages-96d3c3f85fe7

https://medium.com/open-intelligence/the-model-is-rented-the-brain-is-owned-a-portable-way-to-switch-between-ai-coding-agents-0a34b8fde3e1

https://medium.com/@sudarshan-koirala/prompt-vs-context-vs-harness-engineering-the-three-layers-around-every-ai-model-b31628b55845

https://generativeai.pub/karpathys-autoresearch-for-a-local-llm-d5b47e838970

https://medium.com/@dtparkerm/the-ai-language-barrier-7de6d2871042

https://medium.com/@OssiGalkin/llms-were-not-trained-on-frends-you-can-teach-them-yourself-9c26a32e5036

https://medium.com/@riazleghari/is-language-autotelic-0cccfc287df0

https://medium.com/@sujangyawali177/reinforcement-learning-from-scratch-part-2-understanding-markov-decision-processes-mdps-a79d16983583

https://arstechnica.com/tech-policy/2026/07/openai-floats-giving-us-5-stake-to-win-over-ai-haters/

https://www.wsj.com/politics/national-security/read-the-emails-revealing-how-anthropics-pentagon-relationship-fell-apart-b1d123dd

https://medium.com/@anvilinteractivesolutions/how-i-built-a-full-mcp-server-inside-blender-and-why-it-was-harder-than-it-sounds-187535b2d576

https://medium.com/@datumdigest/rag-is-not-dead-the-retrieval-problem-just-got-more-options-013688b5eefc

https://medium.com/@reneza/i-killed-a-773-mb-model-download-at-60-it-recovered-in-44-seconds-76dbd155ab87

https://samarthmn.medium.com/ragnosis-and-the-context-engineering-lesson-6be653ca4b3a

https://medium.com/deployedai/vs-code-pi-and-opencode-arent-the-same-tool-wearing-different-skins-89816926e697

https://medium.com/@ritukampani/claude-code-is-hiding-data-in-your-prompts-and-you-probably-had-no-idea-c633dac77bb9

https://medium.com/@rogt.x1997/one-model-two-faces-how-anthropic-split-fable-from-mythos-03322fc5ac99

https://medium.com/@media_94348/your-9b-model-isnt-slow-it-s-reloading-from-disk-every-single-step-a12cfb26f3c7

https://parthtiwary.medium.com/context-as-inference-time-lever-d8e52e81d4d3

https://medium.com/@sourcebowresource/how-large-language-models-work-tokens-parameters-transformers-and-where-they-fail-59a702c29c9d

https://medium.com/@S.Shakir/rlhf-and-reward-hacking-when-ai-learns-to-game-the-system-d50f6ac1432a

https://joeyh.name/blog/entry/no_LLM_code_in_dependencies/

https://www.reuters.com/business/openai-proposes-handing-trump-administration-5-stake-ft-reports-2026-07-02/

https://medium.com/@njuemugodominic/i-won-against-gemini-ded28df34933

https://www.theverge.com/ai-artificial-intelligence/960588/openai-government-5-percent-stake-trump

https://codefarm0.medium.com/jailbreaking-llms-how-attackers-bypass-ai-safety-controls-and-what-engineers-must-do-about-it-20a7f50977de

https://medium.com/@impure/the-age-of-easy-ai-training-is-over-1744919de360

https://medium.com/@akbarfarooq/the-cost-of-flattery-understanding-the-danger-of-ai-sycophan-1bea7755df95

https://twitter.com/Ric_RTP/status/2072403984304984202

https://medium.com/@lennart.dde/langchain-hands-on-tutorial-9421d09842e8

https://old.reddit.com/r/ClaudeAI/comments/1ujila1/anthropic_embedded_spyware_in_claude_code_and/

https://medium.com/@foeoftheworld/its-not-product-management-that-is-dying-3cc54709000d

https://www.theguardian.com/technology/2026/jul/02/openai-stake-us-government-ai-sam-altman

https://medium.com/@b.sotoudeh/the-developers-complete-guide-to-llms-how-they-think-and-who-s-winning-5f211c626c3b

https://medium.com/technology-hits/apple-you-need-to-get-better-at-this-d5ccd2f6c407

https://medium.com/@vektormemory/who-actually-controls-the-privacy-enhancing-technology-layer-8d5308c1b12c

https://medium.com/data-science-in-your-pocket/from-model-benchmarking-to-product-building-an-ai-storytelling-studio-7adc72dd434c

https://medium.com/@jddam/c%C3%B3mo-hacer-que-un-llm-diminuto-funcione-bien-seis-palancas-medidas-en-mi-port%C3%A1til-sin-gpu-ba90bdc06a2f

https://medium.com/@fullExpert/i-stuffed-my-whole-repo-into-a-million-token-context-window-the-model-went-blind-in-the-middle-and-fd45db713296

https://medium.com/@bhanulalitha501/mcp-and-a2a-deep-dive-the-two-ai-protocols-everyone-working-with-ai-must-understand-in-2026-5034a066fe0c

https://medium.com/@hatemazaiez1/i-measured-how-inference-concurrency-silently-degrades-llm-reasoning-quality-9074189fce5e

https://medium.com/@eudetechnology/ctrl-z-the-weekly-ai-bad-news-29-june-edition-09046bb851f1

https://generativeai.pub/building-knowledge-graphs-with-llms-what-it-takes-to-scale-5eefbffb8af2

https://medium.com/@kyawswaraung/llm-prompts-instruction-duplication-and-conflict-50f16517a431

https://medium.com/@deandu/the-three-layer-architecture-of-voice-based-ai-companion-agents-from-hearing-to-understanding-to-8103af401869

https://www.vincentschmalbach.com/anthropic-changed-sonnet-5-chart-after-it-made-sonnet-look-bad/

https://www.cnbc.com/2026/07/02/openai-proposes-us-government-own-5percent-stake-to-address-political-blowback.html

https://medium.com/@srivatsa4123/prompt-caching-is-a-layout-discipline-not-a-feature-flag-374a711ac01b

https://www.wsj.com/tech/ai/the-anthropic-fable-ban-is-over-the-battle-over-how-to-tame-ai-has-just-begun-e93f51d6

https://medium.com/@sanghanibhakti922/fhir-in-action-transforming-healthcare-data-exchange-e8dfc69b6e25

https://medium.com/@moustafa.elharawy/when-a-tool-starts-predicting-your-choices-who-is-actually-making-the-decision-c1b71eea3ed0

https://huggingface.co/AIIT-Threshold/Tessera-1B

https://medium.com/mlworks/sakana-fugu-a-family-of-orchestrator-models-41ca3ee7bbfa

https://medium.com/@simaynglu/from-prompt-to-production-4-b%C3%BCy%C3%BCk-dil-modelleri-sadece-metin-%C3%BCretmiyor-1f797f11ae10

https://jin.codes/writings/llm-as-a-web-server/

https://medium.com/@outermostkt/role-division-between-attention-and-ffn-in-llm-transformers-a806070ae0f1

https://medium.com/@sebastien_29342/i-stopped-prompting-my-agent-now-i-design-the-loop-that-prompts-it-63a51bd28267

https://medium.com/@gmdekkers/ai-is-boring-and-thats-just-the-way-we-like-it-86fdab36ee38

https://medium.com/@sebastien_29342/the-reliability-stack-for-llm-agents-tools-and-methods-a76f6098c64f

https://medium.com/@simaynglu/from-prompt-to-production-3-summarization-101-%C3%B6zetlemek-sadece-metni-k%C4%B1saltmak-de%C4%9Filmi%C5%9F-c30fd7bb748b

https://medium.com/@alby2381/llm-part-7-the-temperature-1c83195d363a

https://medium.com/@adi_leviim/what-google-left-out-of-gemini-and-how-to-add-it-back-in-60-seconds-ffdfedc66c6c

https://medium.com/@xrascent/anthropic-restores-global-access-to-claude-fable-5-what-happened-and-why-it-matters-34cad440a78a

https://medium.com/@scottsikon/the-illusion-of-knowing-ebbe4759d1a6

https://medium.com/@UdaykiranEstari/codebase-memory-mcp-cures-the-412k-token-tax-dragging-down-ai-agents-f212e12b1894

https://medium.com/@amitg.b14/your-ai-agent-is-ready-but-is-it-safe-to-ship-442f507cd94e

https://blog.stackademic.com/your-ai-is-forgetting-things-on-purpose-and-thats-kind-of-genius-32d9ffb2f0fd

https://blog.stackademic.com/how-to-use-claude-ai-in-daily-life-5-habits-that-actually-changed-my-work-a6c87958a1dc

https://medium.com/@qasim.ali_56832/llm-vs-slm-vs-fm-choosing-the-right-ai-model-for-the-job-599bebd9a9be

https://medium.com/@spoorthisetty99/vectors-vs-embeddings-the-idea-behind-almost-every-modern-ai-system-3c6465d35639

https://medium.com/@pranavprakash4777/the-hidden-infrastructure-crisis-behind-the-ai-boom-1fff85c0857d

https://www.ft.com/content/7c803eab-8e80-4431-9a87-e943bf00e00b

https://medium.com/@kolabs2024/claude-sonnet-5-is-live-today-and-it-performs-close-to-opus-4-8-at-a-fraction-of-the-cost-e382f046b3bb