Anatoliy Kolodkin - The LGTM (Page 10)

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Anatoliy Kolodkin

Nemotron Omni on Thor Is Where Local Multimodal AI Gets Real — And Fragile

Nemotron Omni on Thor Is Where Local Multimodal AI Gets Real — And Fragile

Nemotron Omni on Jetson Thor is a better story when it fails in public. The clean version is easy: NVIDIA has a 31B-parameter multimodal model, quantized to NVFP4, with about 3B active parameters per token, supported on Jetson Thor, DGX Spark, RTX 5090-class hardware, and the usual Blackwell ecosystem. It

Google DeepMind’s Climate Accelerator Is Really a Distribution Test for Science AI

Google DeepMind’s Climate Accelerator Is Really a Distribution Test for Science AI

Google’s latest DeepMind announcement looks, at first pass, like another climate accelerator: three months, a Singapore bootcamp, selected startups and nonprofits, some mentorship, a polished registration form. Fine. The more interesting read is that Google is testing whether its science-AI portfolio can survive the least glamorous part of the

Open Design Is What Happens When Coding Agents Become the Design Runtime

Open Design Is What Happens When Coding Agents Become the Design Runtime

Open Design looks like a design-tool launch. The more important read is that it treats Codex, Claude Code, Cursor Agent, Gemini CLI, Copilot CLI, OpenCode, Qwen, and the rest of the coding-agent stack as interchangeable creative runtimes. That is the story: design work is being pulled into the same file-backed,

Zero Is Vercel’s Bet That Agent-Native Languages Need Machine-Readable Compilers

Zero Is Vercel’s Bet That Agent-Native Languages Need Machine-Readable Compilers

Zero is not interesting because the world needed another systems language. It is interesting because Vercel Labs is treating the compiler as an API surface for agents, which is where the entire coding-tool market is heading whether existing toolchains admit it or not. The project, released through the vercel-labs/zero

Sparky the Jetson Suitcase Is a Better Local-AI Benchmark Than Another Leaderboard Table

Sparky the Jetson Suitcase Is a Better Local-AI Benchmark Than Another Leaderboard Table

The most useful local-AI benchmark this weekend has googly eyes and lives in a suitcase. That sounds like a joke, which is partly the point: Sparky, a mobile offline chatbot built around an NVIDIA Jetson-class module, is more informative than another table showing that Model X beats Model Y by

Agno 2.6.7 Adds User Isolation and URL Fetch Guardrails Because Agent Platforms Are Becoming Multi-Tenant Web Apps

Agno 2.6.7 Adds User Isolation and URL Fetch Guardrails Because Agent Platforms Are Becoming Multi-Tenant Web Apps

Agno’s v2.6.7 release is a useful reminder that “agent framework” has become too small a phrase for what these projects are building. Once a system stores sessions, memories, traces, approvals, knowledge, workflow runs, and user-facing APIs, it is not just an SDK. It is a multi-tenant web