All Articles
1 min read
Policy & regulationSeptember 15, 2026

Identity Is More Than Recall: A Benchmark for Persistent Identity in Deployed AI Agents

Persistent agents need evaluations that distinguish identity facts they can recall from those they express and enact. We introduce PAI-Bench, a provider-neutral benchmark for fidelity to a versioned, update-governed identity contract. It separates recall, composition, behavioral…

Zhenyu Zhao, Roy Zhao·arXiv — cs.AI
Original Source
Key Takeaways
  • 01.Persistent agents need evaluations that distinguish identity facts they can recall from those they express and enact
  • 02.We introduce PAI-Bench, a provider-neutral benchmark for fidelity to a versioned, update-governed identity contract
  • 03.It separates recall, composition, behavioral…

This material is provided as an extended analytical summary.

Read full article at source
Aggregated within AI Qazaqstan national intelligence stream with author attribution.

Related Intelligence

All stories →
Research1 мин

Five weird details from Anthropic’s IPO filing

Anthropic has finally filed its S-1 prospectus with the SEC, a document designed to give investors a look under the hood of its business, from how much its executives are making and plans for spending its IPO billions to the risks that could derail its ambitions. At more than…

The Verge — AI
Research1 мин

FairStress: тест на демографическую справедливость моделей

📌 FairStress: тест на демографическую справедливость моделей Институт Аллена опубликовал набор FairStress для проверки того, меняет ли языковая модель своё решение о человеке из-за его расы, пола, религии, возраста, инвалидности или ориентации в сферах найма, кредитования,…

Telegram — AI Machine Learning Big Data