As enterprises move AI agents from experimental prototypes into production, data and platform teams are discovering that deploying an agent is only half the battle — you also need to see how it reasons, which data it... Context & related coverage →
Startup Fortune · 2026-11-13 · Ranked: community signal · fresh 0.99 · score 2.82 · Context
Google has open-sourced AQuA, a reference implementation that analyzes production AI agent sessions, verifies recurring failure patterns, and investigates root causes against deployed source snapshots. In a 32-session... Context & related coverage →
We introduce GeoWorld, a controllable and continuously evolving geographic environment platform for LLM agents, and LiveGeo, a benchmark for evaluating reliable decision-making in real-world geographic environments us... Context & related coverage →
arxiv.org · 2026-11-12 · Ranked: agent + eval match · research watch · fresh 0.86 · score 2.64
Multi-agent deep-research systems use delegation to parallelize search and keep long tool traces out of the main agent's context. Yet delegation helps only when task allocation and subtask execution are coordinated: t... Context & related coverage →
arxiv.org · 2026-11-12 · Ranked: agent + eval match · research watch · fresh 0.87 · score 2.64
Decision models answer a question with a typed output, such as a choice among options with a probability for each, so one model can choose an agent's actions, evaluate actions already taken, or score every action to t... Context & related coverage →
Introducing ChatGPT Wallet, a secure way for agents in ChatGPT Work, Codex, and dots to complete purchases with user approval and existing card protections. Context & related coverage →
H3-Image on Vera Rubin: 0.87-second 4K generation or 6,115 images/hour on four GPUs, with projected API revenue and support across consumer and data-center hardware. Context & related coverage →
OpenAI commits $2 million to research on AI and children’s safety. The work supports shared tools to measure risks and opportunities for young people. Context & related coverage →
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