LLM News and Articles

https://gravitygotmeup.medium.com/from-research-to-reality-how-llmloop-reveals-the-design-principles-behind-modern-coding-agents-3f6280e9035c

https://medium.com/@suneel.sunkara/from-curiosity-to-ai-research-direction-building-gurukul-976b0ebd03e0

https://twitter.com/NousResearch/status/2070610321278988385

https://medium.com/@outermostkt/how-is-the-performance-improvement-of-gpt-5-6-achieved-50a658a572f3

https://medium.com/@yogesh23012001/advanced-rag-techniques-arent-better-they-re-better-sometimes-8dc6b40a6484

https://medium.com/@rajkundalia/what-happens-when-every-prompt-slot-says-something-different-82703c626c3c

https://iamfaham.medium.com/the-0-system-that-turns-a-dashcam-into-a-municipal-enforcement-agent-0a1554b4f194

https://medium.com/@furqan_30984/what-2-400-queries-taught-us-about-how-chatgpt-claude-perplexity-and-gemini-actually-choose-7adb997a493b

https://unezeo.medium.com/when-the-utilitous-accord-is-deployed-ii-19ad51264e14

https://unezeo.medium.com/what-is-occurring-when-the-utilitious-accord-is-deployed-i-969db6eb2678

https://medium.com/@coolmotu/the-ai-memory-paradox-why-smart-ai-needs-to-forget-de93540dcff9

https://medium.com/@arsen.apostolov/local-llm-agents-on-an-rtx-3090-i-benchmarked-5-models-2-frameworks-and-the-orchestrator-f5fd600ca221

https://medium.com/@poojarysanket.03/knowledge-distillation-explained-part-1-how-large-models-teach-smaller-ones-0e77fc9f596a

https://medium.com/@rethiyayini/ai-is-learning-fast-but-what-makes-humans-irreplaceable-c7f4a2a5c6ee

https://medium.com/@sanjeev.kurady27/quant-event-metrics-58fce7e7ade9

https://techcrunch.com/2026/06/26/trump-admin-releases-anthropic-mythos-to-be-used-by-more-than-100-us-companies-agencies/

https://medium.com/@daryle.serrant/the-hidden-structure-behind-how-ai-writes-part-1-1f8e96567487

https://www.marktechpost.com/2026/06/27/liquid-ai-ships-lfm2-5-230m-with-llama-cpp-mlx-vllm-sglang-and-onnx-support-for-on-device-inference/

https://github.com/itsthelore/wayfinder-router

https://medium.com/@lehmann314159/converging-agent-loops-with-rachet-125ab69ff956

https://medium.com/adi-insights-innovations-collective/ai-update-june-28-2026-5-things-that-just-changed-everything-6d7e35e3217a

https://medium.com/@santiago.rios1758/gesti%C3%B3n-de-ventanas-de-contexto-en-langchain-f1555bdb1d64

https://medium.com/@alberunihrm591cert/claudemax-all-access-pass-to-every-claude-ai-model-ever-built-claudemax-38da1e4c3466

https://medium.com/prompt-pixel/i-made-the-expensive-ai-fight-the-cheap-one-291146debe36

https://medium.com/data-science-collective/an-ai-agent-designed-my-database-it-passed-every-test-and-still-crawled-in-production-a5edd877ad63

https://medium.com/@ksheer.agrawal/ml-systems-73c4757ac981

https://ai-engineering-trend.medium.com/an-llm-inference-deployment-interview-question-why-didnt-vram-usage-drop-after-evicting-90-of-c185b82533cd

https://blog.gopenai.com/stop-everything-gpt-5-6-is-here-which-beats-claude-mythos5-33525f3df999

https://iamjesushusbands.medium.com/ai-has-quietly-become-infrastructure-maybe-its-time-we-started-treating-it-that-way-f8a9c370aeba

https://aayanand.medium.com/decoupling-the-control-plane-of-hypatia-applying-memgpt-raptor-and-harness-1-to-multi-agent-8c9fc5b77ae6

https://medium.com/@speed_enginner/gpt-5-6-sol-beats-mythos-good-luck-actually-running-it-29ec59386486

https://chierhu.medium.com/the-ai-agent-landscape-and-the-training-signal-behind-the-next-generation-2cf1167cf9bc

https://chierhu.medium.com/the-ai-agent-landscape-and-the-behavior-improvement-lifecycle-8e0560df0e08

https://medium.com/@outermostkt/demonstrating-transformer-information-propagation-with-concrete-numbers-0647e1a6120a

https://medium.com/@yassinnader1900/i-quantized-a-custom-evolutionary-ai-to-4-bits-from-scratch-it-got-smarter-c01cd382b124

https://github.com/infiniteregrets/kv-psi

https://medium.com/@xavierrodgriues123/how-we-solved-openclaws-biggest-problem-why-we-moved-from-local-ollama-models-to-minimax-cloud-06a3dfc89af7

https://medium.com/@guruprasad.seeryada/how-to-know-if-swapping-your-rag-model-broke-anything-c4eba7db3fa1

https://medium.com/@btech10445.21/from-academic-benchmark-to-autonomous-sre-how-i-built-a-graph-driven-root-cause-analysis-agent-4c8522d1c2a3

https://medium.com/@snehachetani/visionrag-read-pdfs-without-ocr-0e9ec3f91488

https://medium.com/@kritifaujdar/dont-fine-tune-yet-ce80c07ca00f

https://medium.com/@jhanvijain052003/why-tokenization-latency-can-dominate-llm-inference-and-how-perplexity-cut-it-by-5-f0bec67ebf69

https://medium.com/@gavinklfong/i-built-my-own-private-ai-agent-and-doubled-its-speed-at-a-fraction-of-the-cost-of-a-high-end-mac-f3cc3c2e180a

https://medium.com/ai-simplified-in-plain-english/the-end-of-the-scaling-fallacy-building-cumulative-intelligence-16f2240ce97a

https://medium.com/@LearningHub/tokens-embeddings-and-why-your-llm-chops-up-your-words-like-a-sushi-chef-7f3c9c3870e0

https://medium.com/@LearningHub/from-huh-to-ohh-what-i-learned-in-the-first-two-chapters-of-hands-on-large-language-models-564e178b3ab0

https://cameronrwolfe.medium.com/finetuning-llm-judges-for-evaluation-f3495168eda4

https://medium.com/@rahim.hajiani/from-chatbots-to-generative-ai-f1e5bab894ff

https://medium.com/@sarim.ahsan101/temperature-creativity-stop-turning-that-dial-3a3ac91f6687

https://medium.com/@swainsumanta01/build-a-lora-fine-tuning-pipeline-from-scratch-in-100-lines-of-python-2025ddc77b0e

https://medium.com/dare-to-be-better/how-llms-can-read-your-most-sensitive-data-without-ever-seeing-it-5501daacef00

https://medium.com/@venkateshwagh777/oracle-enterprise-manager-for-developers-using-ash-awr-and-an-llm-to-find-the-real-slow-query-3169b790f944

https://medium.com/mlworks/whats-new-with-openai-s-gpt5-6-551b3d8cc6b6

https://medium.com/@malhotra.yajas/a-little-experiment-with-object-permanence-35c87e0c2646

https://medium.com/@methoomirza_89937/in-2022-a-curious-job-title-started-appearing-on-linkedin-e822f6067fa3

https://medium.com/@basu.kaustuvi/the-agents-notebook-notes-000-562e13463cbf

https://medium.com/@dulam.rakesh0/build-your-first-ai-agent-in-python-from-llm-to-autonomous-assistant-72929cfd3f5a

https://medium.com/@tuanitvip99/what-is-generative-ai-models-mechanics-and-real-limits-cd8409e75b20

https://medium.com/@alperenturk22/system-prompt-yazmak-466131af6ded

https://medium.com/@solak.mert/connect-your-ai-to-any-tool-no-docs-no-custom-code-thats-mcp-090fe01eba7a

https://www.marktechpost.com/2026/06/27/deepseek-releases-dspark-a-speculative-decoding-framework-that-accelerates-deepseek-v4-per-user-generation-60-85-over-mtp-1/

https://arstechnica.com/tech-policy/2026/06/anthropic-claims-alibaba-defied-trump-to-attack-claude-and-steal-capabilities/

https://sumanthpoola.medium.com/how-transformers-understand-word-order-positional-encoding-explained-part-21-fdecfcdf2980

https://maa1.medium.com/what-is-harness-engineering-70de9e20745c

https://thenextweb.com/news/legion-legaltech-sues-us-anthropic-access

https://pranaysuyash.medium.com/human-review-is-a-product-path-not-a-failure-state-3734fe1919e9

https://medium.com/@mdtareksec/sakana-ai-how-multi-agent-intelligence-is-shaping-the-future-of-ai-a5af5fe437d7

https://medium.com/the-generalist-specialist/why-developers-now-think-in-tokens-not-just-time-6a21f92a4e45

https://cefboud.com/posts/llm-d/

https://medium.com/@ArpitChoubey9/ai-agents-vs-llms-the-biggest-ai-misconception-of-2026-explained-simply-every-tester-engineer-4caa4462dfa8

https://medium.com/@anjansastry/inert-brain-borrowed-agency-9c54541850a3

https://medium.com/@sairath.b/fine-tuning-an-llm-for-drug-screening-compliance-d1de013a792d

https://gunjanvi.medium.com/small-language-models-a-state-of-the-union-73ca829420a7

https://medium.com/analytics-vidhya/taming-the-transformer-a-practitioners-blueprint-for-llm-deployment-inference-optimization-f81ca6d86521

https://medium.com/@garlapati3105/our-ai-didnt-need-a-better-model-it-needed-a-better-architecture-77c9e1b78296

https://medium.com/@aadee.bharat/why-ai-models-forget-and-the-engineering-that-lets-them-remember-a3755936dae8

https://medium.com/@alifurkangokce/context-engineering-alt-ajanlar-asl%C4%B1nda-bir-ba%C4%9Flam-y%C3%B6netimi-stratejisidir-17282529e66f

https://medium.com/@karanssoni2002/talking-to-a-model-the-api-underneath-every-chat-app-d433b2699534

https://nexusfoundation.substack.com/p/digital-segregation-how-bigtech-and

https://sauravsku.medium.com/the-real-reason-enterprise-ai-works-its-not-the-model-it-s-this-hidden-layer-called-rag-a345ff207165

https://medium.com/aegisops/how-to-use-openai-codex-effectively-a-practical-guide-for-modern-software-engineers-94db0d5aa3f4

https://kevinjztan.medium.com/i-deleted-35-mcp-tools-and-my-agent-got-better-ea25e3a47377

https://medium.com/@ddsyasas/the-ai-loop-paper-everyone-shared-in-2026-and-what-it-actually-says-a42c1e73b901

https://pub.towardsai.net/1m-context-tokens-is-not-memory-the-beginners-guide-to-long-context-f6893ae2a4e9

https://medium.com/@arielzin33/the-missing-layer-ai-recursive-engineering-18c2f7d9c7b2

https://medium.com/@tejaswi_kashyap/multimodal-without-the-encoder-running-gemma-4-12b-on-8-gb-of-vram-03e3674373cc

https://medium.com/data-science-collective/hyperfocus-vs-self-attention-what-a-productivity-book-taught-me-about-gpt-transformers-c38868d316a8

https://medium.com/@isaaclangit/how-ai-changed-the-way-i-think-about-customer-intelligence-0380a25cd8df

https://medium.com/@balazskocsis/near-zero-latency-multi-agent-systems-why-your-orchestration-layer-matters-more-than-your-llm-224f4f9c2791

https://medium.com/@salimassili62/when-ai-agents-work-for-hours-cost-control-becomes-runtime-control-23c78e5e51f3

https://medium.com/predict/is-paid-ai-worth-it-free-vs-200-subscription-reality-cfa552342056

https://medium.com/@simplismartai/glm-5-2-architecture-benchmarks-and-what-it-takes-to-deploy-a-frontier-open-weight-llm-628225d43e23

https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf

https://medium.com/ai-ai-oh/what-is-it-like-to-be-a-large-language-model-e7a74018cfe8

https://medium.com/@vaishnav0501/why-i-put-a-deterministic-orchestrator-in-front-of-every-llm-call-3d9e99541ca8

https://medium.com/@chinmayshete33/day-1-introduction-to-langchain-why-every-ai-engineer-needs-to-know-this-framework-09c23daf263d

https://medium.com/@paul.k.pallaghy/gpt-5-6-sol-beats-fable-5-and-the-rumors-are-out-1286da4d0e92

https://nlnetlabs.nl/llm-policy/

https://medium.com/the-engineering-brief/your-codebase-is-clean-but-your-ai-is-a-disaster-lets-talk-about-prompt-debt-b59df35e4dc2

https://roshan-in.medium.com/how-i-built-a-pdf-chatbot-using-rag-streamlit-faiss-ollama-complete-system-design-guide-a0102dbe9562