· 3 items
OpenAI ↗
Build more responsive apps with the Decisions API
- What
- OpenAI launched the Decisions API to provide fast, low-cost routing and choices for applications.
- Why
- It gives builders a native API primitive for deterministic app branching without heavy custom LLM logic.
- Impact
- Instantly cheaper and faster agent orchestration.
arXiv ↗
Certified Execution Harness for Agentic AI: Safe and Least-Intrusive…
- What
- Researchers proposed a certified execution harness using Petri nets to safely supervise agent tool use.
- Why
- It mathematically bounds capabilities and budgets between reasoning and action against prompt injection.
- Impact
- Crucial security pattern for production voice agents.
arXiv ↗
Adaptive Skill Granularity for Coding Agents: Runtime Routing and Mac…
- What
- A new framework introduces adaptive skill granularity and macro-to-micro recovery for coding agents.
- Why
- It solves execution recovery failures where agents recognize mistakes but stay on the wrong trajectory.
- Impact
- Improves long-horizon reliability in agent loops.