LLM News and Articles

https://medium.com/@flexinzsec/a-ilus%C3%A3o-da-privacidade-por-que-ias-locais-s%C3%A3o-o-novo-pesadelo-de-ciberseguran%C3%A7a-f40bd4a5bfe8

https://medium.com/data-science-collective/how-i-use-llms-as-a-data-scientist-fa9a85262773

https://medium.com/@simhanaii/memory-is-no-longer-just-vector-dbs-how-ai-agents-remember-forget-and-learn-59c3c90934ff

https://openai.com/index/hardening-atlas-against-prompt-injection/

https://medium.com/@ljingshan6/recursive-language-models-could-redefine-how-llms-handle-long-context-f0a85a7f8b6d

https://github.com/bassrehab/ISO8583-Simulator

https://medium.com/@dhiraj.binfo/infofiscus-conversa-enterprise-conversational-analytics-platform-3afbc42318ef

https://pub.towardsai.net/the-renaissance-of-injection-architecting-resilience-in-llm-to-sql-systems-b6ad272329a2

https://medium.com/@shuning_3113/the-security-frontier-of-ai-agents-whats-solved-and-what-s-broken-e3fbf0cd8c9b

https://medium.com/@choudhurysubhadeep51347/deepseek-mhc-reinventing-residual-connections-for-the-next-generation-of-llms-91192559cb1e

https://medium.com/@nour.desoukiswan/position-dependent-vulnerability-how-early-misinformation-derails-llm-reasoning-460db342e47a

https://ai.gopubby.com/why-even-the-smartest-ai-models-cant-do-math-93968552a9e9

https://mvineetsharma.medium.com/advancements-in-net-8-net-9-and-net-10-42b9798a855f

https://medium.com/@tarun7r/deep-research-agent-specialized-agent-ai-system-that-researches-40cec3ca9b66

https://mateusschwede.medium.com/futuro-dos-algoritmos-cl%C3%A1ssicos-de-ml-ap%C3%B3s-llms-6215f3d20f04

https://medium.com/@mistarisatyam/i-used-to-think-my-work-had-to-be-perfect-before-i-shared-it-0d70e3b2719f

https://medium.com/@acornapocalypse/slop-vs-schlock-5d17d29e2451

https://medium.com/codex/api-vs-mcp-why-apis-were-not-enough-for-llms-c1d9f596452a

https://ameyakshirsagar02.medium.com/beyond-the-hype-5-surprising-truths-about-ai-from-the-frontlines-5a6184fcad0b

https://devopslearning.medium.com/from-software-devops-engineer-to-generative-ai-engineer-heres-the-16-week-journey-d5212e0e92a9

https://medium.com/@satyamsahu_87283/how-llms-control-nsfw-content-ai-safety-controls-and-what-the-grok-ai-incident-revealed-941affbabcca

https://medium.com/@kalyankumar36952/task-specific-models-in-snowflake-ai-complete-with-images-717f0ee85be4

https://medium.com/@miaomiao789/when-an-ai-knows-what-to-do-but-not-how-lessons-from-building-a-csv-concat-agent-08203d3dfe22

https://medium.com/@tspann/all-data-and-ai-weekly-223-05-jan-2026-9ddf5f6ad279

https://medium.com/the-constellar-digital-technology-blog/geek-out-time-from-ontology-to-ai-agents-determinism-matters-in-high-compliance-industries-f915f31d8b79

https://leonnicholls.medium.com/the-json-art-director-f826c507dd2d

https://pub.towardsai.net/agentic-ai-a-quick-and-practical-guide-752223bd85e1

https://medium.com/thedeephub/six-ai-nuggets-raised-differently-how-gpt-gemini-claude-llama-grok-and-deepseek-think-alike-f2ba803c7554

https://medium.com/@mawatwalmanish1997/llm-parameters-8dd21ada8b89

https://medium.com/@vijaysl/metas-2-billion-bet-on-the-future-of-work-inside-the-manus-acquisition-d984ba4ca81e

https://medium.com/@nisarg.nargund/compression-is-easy-preserving-meaning-is-not-compressed-language-models-beginner-101-225bafb10006

https://top-ai.medium.com/the-2026-ai-revolution-shaped-by-ram-prices-when-hardware-limits-spark-innovation-c350eee9ee7c

https://medium.com/@vaishubharath9/from-rag-to-crag-building-a-self-correcting-retrieval-augmented-generation-system-with-full-code-332385a0684c

https://arstechnica.com/tech-policy/2025/12/openai-refuses-to-say-where-chatgpt-logs-go-when-users-die/

https://securityboulevard.com/2025/12/widely-used-malicious-extensions-steal-chatgpt-deepseek-conversations/

https://tiiny.ai/

https://medium.com/@asverma314/llm-hallucination-detection-and-mitigation-g-a-survey-f6b3f597455d

https://medium.com/@yezi.li_jla/how-to-validate-a-llm-product-beyond-demos-bedf93e2d0b1

https://medium.com/@asverma314/a-survey-of-knowledge-graph-approaches-for-llm-hallucination-detection-3bd11e798584

https://pub.towardsai.net/generative-ai-rag-applications-embedding-libraries-0ad470dd0f03

https://medium.com/intelligent-document-insights/mistral-ocr-reviewed-711765a9c503

https://medium.com/@cyberseb/the-ai-security-paradox-how-artificial-intelligence-is-both-our-greatest-threat-and-best-defence-b1e58d226cd0

https://tomasi-wright.medium.com/how-will-ai-impact-user-researcher-an-alternative-view-a96f657d0a8d

https://medium.com/@ovesio/llm-council-for-ai-translation-at-scale-in-e-commerce-723bf818159b

https://read.misalignedmag.com/misaligned-bits-11-preparing-for-impact-b2027c6ad58f

https://www.axios.com/2026/01/05/chatgpt-openai-health-insurance-aca

https://ai.plainenglish.io/the-end-of-context-windows-how-recursive-language-models-are-rewriting-the-rules-of-ai-memory-a72d32f56ba8

https://read.misalignedmag.com/critical-views-on-large-language-models-an-academic-reading-list-4f0a9c3f13e8

https://jakobs.dev/chatgpt-atlas-doesnt-have-time-for-me/

https://medium.com/@omanyuk/hallucination-aware-audit-gate-haag-observable-only-action-gating-for-ai-agents-e1d5f05e73e0

https://medium.com/@yanqing_j/death-by-1000-dashboards-why-agents-will-replace-bi-c2cfde173a8e

https://medium.com/@manikandanin94/most-people-dont-realize-how-good-llms-have-become-at-competitive-programming-203f9e68e0d8

https://noncodersuccess.medium.com/how-to-build-real-time-search-agents-wikipedia-web-search-api-search-using-node-js-02ce7276b9f4

https://github.com/redis/redis/pull/14661

https://medium.com/@matt_16048/react-langgraph-teaching-an-ai-to-stop-think-and-ask-questions-797152e95b54

https://medium.com/@nraman.n6/beyond-dags-the-rise-of-agentic-data-pipelines-c981b31dd150

https://tech.slashdot.org/story/26/01/02/1449227/results-were-fudged-departing-meta-ai-chief-confirms-llama-4-benchmark-manipulation

https://medium.com/@trying_to_understand/the-paradox-of-personalized-intelligence-how-to-teach-giant-models-on-tiny-devices-034aed42f534

https://medium.com/@tim_62250/when-ai-becomes-a-system-of-record-8d347599912f

https://medium.com/@lucas.meyer_40113/adaptive-code-evolution-bridging-the-sentient-gap-with-evolutionary-dream-replay-32d06677bbbf

https://python.plainenglish.io/why-every-python-developer-should-build-their-own-mcp-server-in-2026-9c7505214792

https://blog.searce.com/building-ai-systems-in-2026-core-concepts-and-essential-components-74d7e24c11b3

https://kevilrana28.medium.com/at-first-glance-this-feels-wrong-8bfa07dd4731

https://medium.com/@patelkanishk1995/deepseeks-mhc-the-missing-constraint-in-deep-learning-architectures-f33849589e0c

https://dr-eva.medium.com/the-evolution-of-modern-llm-architectures-from-edge-to-trillion-scale-9fd62c462b28

https://medium.com/@anarv_vasavada/context-is-not-memory-the-fundamental-misunderstanding-in-modern-ai-bd5d2f8c60c3

https://medium.com/@kasim.yildirimm10/herkes-i%CC%87%C3%A7i%CC%87n-bi%CC%87r-tutam-vlm-seri%CC%87si%CC%87-5-748083621b98

https://huggingface.co/blog/tiiuae/falcon-h1r-7b

https://huggingface.co/blog/tiiuae/falcon-h1-arabic

https://createmomo.medium.com/use-ai-to-detect-ai-generated-text-11-results-testbed7-b0e58dfda776

https://celanlee.medium.com/llm-friendly-xcode-project-intro-b7491c8ff842

https://medium.com/@tchase56/github-copilot-tutorial-accelerate-your-software-development-01ffb920b69e

https://medium.com/@khalil.riahi.tn/building-a-robust-multi-agent-system-a9b3302270ae

https://towardsdev.com/manifold-constrained-hyper-connections-how-deepseek-solved-the-stability-crisis-in-f295d078c83e

https://medium.com/@genaishaktesh/model-context-protocol-mcp-58e58a2be8cf

https://medium.com/@inkollusrivarsha0287/getting-started-with-retrieval-augmented-generation-rag-for-large-language-models-5ec858b3c2d5

https://github.com/jpreagan/llmnop

https://jsailab.com/your-javascript-career-is-at-a-crossroads-heres-the-survival-kit-6266a843b60f

https://medium.com/@dassandipan9080/steering-large-language-models-why-it-matters-and-how-sparse-autoencoders-help-cf10c0c7860a

https://medium.com/@punya8147_26846/the-evolution-of-react-agents-from-prompt-tricks-to-production-ready-ai-systems-ceff1fac6cde

https://medium.com/@cyfutureai/ai-as-a-service-aiaas-the-complete-guide-to-scalable-on-demand-artificial-intelligence-75aeb918f7f6

https://medium.com/@nraman.n6/building-intelligent-data-pipelines-etl-meets-llmops-with-airflow-94d10a118c4f

https://medium.com/@shuning_3113/from-scripts-to-spirits-understanding-how-ai-agents-actually-plan-fbcc72378800

https://medium.com/@ranju.r/generative-ai-is-just-probability-tools-are-what-make-it-software-1ffb0fd36126

https://ninza7.medium.com/mit-just-found-evidence-that-ai-is-independently-discovering-the-laws-of-physics-7c9110c34d3b

https://medium.com/@paolobiolghini/deploy-a-rag-system-in-under-5-minutes-d03a3ec71350

https://medium.com/@andxblink/100-llm-logging-warum-ich-jeden-prompt-edit-logge-af403f615a83

https://bhavanain.medium.com/the-sound-of-almost-human-what-todays-voice-models-still-don-t-get-right-4b07ef29e5d1

https://medium.com/@vinodkumargurjar12/nvidia-nemotron-3-nano-30b-guide-b51bd7e6ed1a

https://medium.com/jploft/how-to-choose-the-best-llm-development-company-for-your-business-5341756dd06a

https://medium.com/@anirudhsyal/rag-vs-llm-from-raw-data-to-smart-chunks-the-art-and-science-of-document-preparation-part-2-212782c99d21

https://medium.com/@mickaelmahabot/le-cadavre-exquis-pourquoi-un-llm-ne-raisonne-pas-ecb804ad5f10

https://medium.com/write-a-catalyst/qlora-vs-lora-vs-full-fine-tuning-what-actually-works-on-one-gpu-6c8097e1a8b8

https://medium.com/@chnwsw01/training-data-source-of-llm-34e388e3175c

https://medium.com/@ashishbodla/transformers-llms-part-8-post-training-alignment-and-efficiency-0ddb3d5e70b7

https://levelup.gitconnected.com/instruction-tuning-an-llm-to-translate-natural-language-into-rule-based-commands-d08cbbdc78ae

https://levelup.gitconnected.com/find-the-usable-context-length-for-llms-cac23370efd7

https://levelup.gitconnected.com/how-to-build-and-deploy-your-first-ai-agent-and-deploy-it-to-sevalla-6a7fa6a1015e

https://medium.com/@pavi2468kuk/open-source-models-and-cost-of-intelligence-8a5d2f6d8d26

https://medium.com/@muhammad.awais.professional/the-saas-killer-stack-how-to-build-a-private-autonomous-ai-agent-for-free-3a8cf5e7090d