Judgment-Quality AI Governance: From Agent Capabilities to Verifiable Control
Introduction The late-December research signal is unambiguous: the agentic era is no longer defined by what systems can do, but […]
Introduction The late-December research signal is unambiguous: the agentic era is no longer defined by what systems can do, but […]
Introduction There is a subtle but decisive shift underway in the AI ecosystem. The conversation is no longer solely about
Introduction Artificial intelligence is entering a decisive architectural phase. The central question is no longer how powerful models can become,
Introduction This week’s academic signal cluster is unusually coherent. Across safety papers, mechanistic interpretability work, neuro-symbolic reasoning, and fresh AI
Introduction Canada’s AI ecosystem just had a high-signal fortnight. Vector Institute and Mila announced 80+ NeurIPS 2025 papers each, spanning
Introduction This week’s YouTube landscape marks a decisive turning point in public AI discourse. Rather than hyping capability, creators and
Introduction The week of 2025-11-24 to 2025-12-01 delivered pivotal research on neuro-symbolic reasoning, decentralized agentic infrastructures, and introspective LLMs —