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Harvard and MIT-linked ToolUniverse powers AI scientists | ETIH EdTech News
Harvard and MIT's ToolUniverse just crossed 500,000 AI agent analyses across 113 countries. The real story isn't the milestone — it's what the architecture tells us about where AI agents are heading.
Mozilla’s Mark Surman on 3 ways CEOs can build trust in AI
Only 27% of U.S. workers trust their employers to use AI responsibly. Mozilla's Mark Surman has three principles for fixing that — and they apply directly to anyone evaluating a personal AI agent.
Best AI Agents in 2026: Tested, Ranked & Compared by Use Case
10 AI agents ranked honestly in 2026 — Lindy for automation, Claude Code for developers, ChatBot for support. We cut through the vendor bias and break down which tool fits which workflow, with real pricing and Gartner's sobering adoption data.
The AI data governance gap that keeps getting worse
Your AI isn't just learning from your data — it's making untracked copies of it. The AI data governance gap is structural, documented, and getting worse as agentic AI systems multiply. Here's what it means and what to do.
5 Best Model Routing Platforms for AI Agent Systems
One routing error in a multi-agent system doesn't just hurt one step — it cascades through every dependent step. Here's how the five main model routing platforms compare in 2026, including a benchmark result most vendors won't mention.
Red Access Emphasizes AI Agent Memory Risks and Governance Opportunity
Red team researchers have already demonstrated live exfiltration from AI agent memory via prompt injection. The entire field optimizes for recall accuracy. Nobody is governing what gets stored, how long it persists, or who can audit it. That gap is now actively targeted.
SAP Positions Itself As The AI Governance Company
SAP launched its Autonomous Enterprise at Sapphire 2026 with 200+ AI agents and a new governance layer. The real story: a policy change that restricts how third-party AI agents can connect to SAP data.
Eval engineering: The missing piece of agentic AI governance
40% of production AI agent failures aren't hallucinations — they're the agent picking the right tool and passing it the wrong data. Eval engineering is the governance layer most teams are missing. Here's what it is and what to do about it.
Multiplayer AI startup Dust raises $40M to help enterprises move beyond
Dust raised $40M to replace isolated AI chatbots with multiplayer agents that share memory across organizations. Zero churn, 70% weekly usage, 300K agents deployed. Here's what this signals for the agent ecosystem.
A Meta employee created a dashboard so coworkers can compete to be the
A Meta employee built a token usage leaderboard for 85,000+ coworkers. It lasted two days after going public. The story it tells about AI agent productivity measurement is more interesting than the drama.
ThreatBook Launches Flocks and SafeSkill to Advance Agentic AI Cybersecurity
ThreatBook launched two agentic AI security products: Flocks, an open-source autonomous SecOps platform with 7 specialist agents, and SafeSkill, which vets AI agent skills before they reach your environment. The threat they address is real — and most teams aren't watching for it yet.
SaintQuant Launches Free AI Trading Bot Platform with Cash Bonus as AI Agents
SaintQuant launched a free AI trading bot with a $7 bonus. But eToro's CEO saying AI agents will eventually out-trade humans is the real signal worth understanding — and scrutinizing.