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Latest Publications (8)
Jev: TypeSafe AI’s Non-Text Decision Model
Jev returns typed choices, scores, and probabilities in one pass. Use it for routing and game logic, not for prose.
Decoupled Architectures for Computer-Use Agents
Stop sending a full screenshot to a frontier model on every click. Split fast decisions from prose.
Frontier Safety and the Pacing Debate
Pacing means delaying a capability jump until evals and red teams catch up. Here is what that does and does not guarantee.
Open-Weight Frontier Parity via Distillation
Open models are closing on closed APIs through on-policy, token-level distillation. Parity is a measurement, not a press release.
Autonomous Agentic Coding Harnesses
Autocomplete is not an engineering loop. A harness writes, runs tests, reads the compiler, and repairs until the checks pass.
Vision-Language-Action Models in Robotics
VLA models fold seeing, language, and motor action into one policy. They are replacing narrow robot skills where the geometry keeps changing.
Data Center Power Constraints and Ratepayer Pushback
Frontier clusters are colliding with municipal water, grid capacity, and electricity rates. Dedicated nuclear, geothermal, and solar deals are the response.
Desktop Agent Security and Credential Hijacking
Agents with screen, shell, and cached tokens are stealable. Sandbox the process and keep credentials in a vault it cannot read.