Weekly digest — week of 2026-08-01

[proactive-agents]

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

Week of 2026-08-01

Proactive Agent Architectures & Research (2)

• [2607.07721] Context Graphs for Proactive Enterprise Agents — web

  Abstract: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 agent

• Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents | alphaXiv — web

  Researchers from Meta AI developed a proactive memory agent that runs alongside an action agent, selectively injecting concise, memory-grounded reminders into the action agent's context. This...

Proactive Agents for Professionals (2)

• Proactive AI agent for professionals — web

  Revo is a proactive AI agent for professionals. It connects to your tools (Gmail, Outlook, Slack, Salesforce, Notion, and 50+ more), builds a persistent company intelligence layer, and drafts communications in your voice - without being asked.

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