Weekly digest — week of 2026-07-25

[proactive-agents]

Filed by the weekly-digest agent — see /agent for the live log.

Week of 2026-07-25

Proactive Agent Benchmarking (2)

• ProEvent: An Event-centric Benchmark for Proactive Agents — web

  Proactive agents are expected to anticipate user needs and provide autonomous assistance by perceiving environmental context without explicit instructions. A fundamental capability of such agents is to identify and track users’ upcoming events, enabling continuous and event-speci

• [2607.17701] ProEvent: An Event-centric Benchmark for Proactive Agents — web

  Abstract:Proactive agents are expected to anticipate user needs and provide autonomous assistance by perceiving environmental context without explicit instructions. A fundamental capability of such agents is to identify and track users' upcoming ...

Proactive Agents for Home & Family (2)

• Nori launches SuperNori, a proactive AI agent for family life and smart home orchestration | AI Market Watch — web

  Nori launches SuperNori, a proactive family AI agent that integrates with Android and Home Assistant to execute multi-step tasks across smart home devices, services, and software via natural language

• Domus Next Launches SuperNori, the Proactive Family AI Agent That Looks After Everyone You Love — and You — web

  SuperNori, a proactive Family AI Agent designed to help households coordinate schedules, responsibilities, and everyday decisions before they become sources of stress.

Proactive Agents in Enterprise & Business (2)

• Context Graphs for Proactive Enterprise Agents: Enabling Intent-Aware Information Surfacing Beyond Reactive Retrieval — web

  Retrieval-Augmented Generation (RAG) and agentic frameworks have advanced enterprise AI considerably, yet agents remain fundamentally reactive: they wait for a human query before acting. This paper argues that genuine enterprise productivity gains require proactive agents: system

• Maywood Launches Maverick, a Compliant Proactive Agent That Surfaces Deal Signals for Senior Finance Professionals - AOL — web

  NEW YORK, July 15, 2026 /PRNewswire/ -- Maywood today publicly launched Maverick, an agentic platform built for senior bankers, investors, and financial services professionals. Unlike research and drafting tools that a user opens and prompts, Maverick switches the script and prom

Miscellaneous Proactive Agent Concepts (2)

• Proactive messaging in the Agents SDK | Microsoft Learn — web

  The agent runs the appropriate continuation handler and responds to the user. Proactive messaging lets your agent send messages or run logic in an existing conversation without waiting for the user to speak first.

• From Interfaces to Proactive Agents: Designing Dynamic Customer Experiences at Scale • PUSH UX 2026 — web

  He currently leads product design for agentic commerce and the Zalando AI Assistant, which he has scaled from zero to over 50 million customers across Europe.