Tooling6d ago
X discussion: Box CEO Aaron Levie says under 1% of enterprise workflows really use AI agents, echoing Sarah Guo's "early Claude Code era" take
Conviction founder Sarah Guo posted on Oct 27 that enterprise workflow automation is "in the autocomplete / early claude code era", "but not for long", drawing about 80K views and nearly 500 likes. Box CEO Aaron Levie quoted it the next day and argued that most enterprise workflows have not had agents applied in any meaningful way, putting deployment at probably under 1%, mainly because of AI capability itself; he says computer use, long-running agents and agent swarms are changing that. His post has about 635 likes, 486 bookmarks, 63K views and 150+ replies. These are opinions and rough estimates, not measured statistics.
Research14d ago
Technical University of Munich Introduces TabWM: Relational World Modeling for Enterprise Database Decision Agents
Researchers from the Technical University of Munich (TUM) introduced TabWM (Tabular World Model) and the WorldRel benchmark generator in arXiv:2610.16763. Moving beyond traditional relational learning that only performs static prediction on database rows, TabWM formulates operational database environments as relational world models capable of simulating state transitions and downstream consequences under arbitrary business actions, unlocking offline reinforcement learning for enterprise decision agents.
Company46d ago
Enterprise Software Agent Platform Factory Raises M at B Valuation
Autonomous enterprise software development platform Factory secured million in fresh funding, reaching a billion valuation. Its specialized Droid agents handle end-to-end Jira tickets, write code, run CI/CD tests, and manage PR reviews autonomously for global enterprises.
Discussion & Comments
0Sign in to join the discussion
Connect with AI developers to exchange benchmark insights.