…Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows (2026) Latent Preference Modeling for Cross-Session Personalized Tool Calling (2026) KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation (2026) Remember…
…Memory , and compose reports through declarative multimodal tool use . A verifier agent serves as the harness's acceptance function, enforcing factual grounding, citation fidelity, and cross-modal consistency throughout the workflow. We…
…Existing financial agents remain turn-based and workflow-disposable. We propose InKH, a financial-agent architecture combining: an event-stream view of user/market/tool updates; a bounded working context buffer assembled…
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