Scalable AI Governance \& Evaluation
No mentions found
This entity hasn't been tracked yet, or Iris is still building its knowledge base.
Related Articles from SNS
SAGE: Scalable AI Governance & Evaluation
Announce Type: replace Abstract: Evaluating relevance in large-scale search systems is fundamentally constrained by the governance gap between nuanced, resource-constrained human oversight and the high-throughput requirements of production systems. While traditional approaches rely on engagement proxies or sparse manual review, these methods often fail to capture the full scope of high-impact relevance failures. We present \textbf{SAGE} (Scalable AI Governance \& Evaluation), a framework...
PASTA: A Scalable Framework for Multi-Policy AI Compliance Evaluation
arXiv:2601.11702v3 Announce Type: replace Abstract: AI compliance is becoming increasingly critical as AI systems grow more powerful and pervasive. Yet the rapid expansion of AI policies creates substantial burdens for resource-constrained practitioners lacking policy expertise. Existing approaches typically address one policy at a time, making multi-policy compliance costly.
DMF: A Deterministic Memory Framework for Conversational AI Agents
arXiv:2606.03463v1 Announce Type: new Abstract: Conversational AI agents require memory systems that are both scalable and semantically coherent across long interaction horizons. Existing approaches rely predominantly on large language model (LLM)-based summarisation at write time, which introduces non-determinism, escalating token costs, and opacity in pruning decisions. We present the Deterministic Memory Framework (DMF), a CPU-first approach that replaces generative memory compression...
Tuesday briefing: Is a social media ban in the UK enough to help protect young people?
In today’s newsletter: With Keir Starmer expected to announce Australia-style restrictions, further problems – including AI chatbots - are on the horizonGood morning. Keir Starmer’s expected speech next week about young people’s access to social media will be analysed as much for how it benefits the outcome of a certain byelection, as its safeguarding of children’s synapses. After issuing an ultimatum to tech firms yesterday to block children’s phones from sharing nude images, the government...