Academia
SSRN. A new paper surfaced with immediate governance relevance for “emotional” and “empathetic” AI systems, framing “frame amplification” and feedback-loop risks as a safety and accountability failure mode that regulators could treat as a consumer-vulnerability and manipulation risk in deployment contexts.
Events
UK Parliament (House of Lords Communications and Digital Committee). Oral evidence session on “AI and copyright” is scheduled for 13 January 2026, a useful checkpoint for UK policy direction on training, licensing, and the practical enforceability gap.
Council of Europe. Webinar on discrimination in AI and automated decision-making systems on 15 January 2026 will be directly relevant for compliance thinking on bias risk, safeguards, and rights-based governance.
Takeaway
Today is a “quiet day” under strict same-day gates. The useful forward-looking signals come instead from (i) emerging scholarship on emotionally persuasive AI as a governance risk and (ii) ongoing public-sector procurement that keeps pressure on supplier accountability and audit-ready deployment.
Sources: SSRN, UK Parliament, Council of Europe