Agents at Work
MCP Locked In Its Architecture Today. Now the Hard Part: Enterprise Adoption at Scale
41% of software orgs say they have MCP in production. The data behind that number tells a different story.
◆ Dana Ellison
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Dana Ellison
Enterprise AI agents, workplace automation, agentic tools in business, and productivity agents.
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Agents at Work
The AI Agent Deployment Gap: 80% Embed, 31% Ship — and Workers Pay the Price
The announcement curve is vertical. The deployment curve is a slow climb. The binding constraints are organizational, not technical — and the cost falls on workers waiting for tools that never arrive.
◆ Dana Ellison
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Agents at Work
Cognition’s Devin Writes 89% of Its Own Company’s Code. The Real Story Is What’s Left for Humans.
The autonomous software engineer has evolved into a $26B full-lifecycle platform – writing code, finding vulnerabilities, running production systems. But the babysitting tax of managing AI that confidently does the wrong thing is the hidden cost nobody's counting.
◆ Dana Ellison
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Agents at Work
The EU AI Act Employer Deadline You Were Counting Down To Just Split in Two
High-risk employment AI rules got pushed 16 months. Transparency obligations didn't. Seventy-eight percent of organizations haven't started preparing. The compliance timeline is now the competitive variable.
◆ Dana Ellison
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Agents at Work
Meta’s AI Tracked Their Keystrokes. Then It Put Them on the Layoff List.
Twenty-six employees say Meta's productivity-monitoring AI penalized them for taking legally protected leave. Separations proceed tomorrow. This is the first major test of whether that's discrimination.
◆ Dana Ellison
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Agents at Work
The Attribution Gap: Why Employers and Workers Can’t Agree on What Counts as an ‘AI Layoff’
Employers cite AI when it justifies layoffs and disclaim it when it invites scrutiny. Workers carry the cost in the gap between those two accounts — and nobody is tracking the difference.
◆ Dana Ellison
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Agents at Work
Enterprises Are Running AI Agents in Production. Most Can’t Control Them.
New data shows 65% of organizations have experienced an agent-caused security incident, 60% can't terminate a misbehaving agent, and 63% can't enforce purpose limits. The gap isn't deployment — it's governance.
◆ Dana Ellison
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Agents at Work
85% of Enterprises Are Testing AI Agents. Only 5% Are Running Them. The Problem Isn’t Capability.
Cisco data shows a massive gap between agent experimentation and production deployment — 85% of enterprises piloting AI agents, only 5% in production. Amazon's AGI director and Princeton researchers say reliability, not intelligence, is the binding constraint.
◆ Dana Ellison
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Agents at Work
The $1.5 Billion Bet That AI Engineers Can Replace Consultants
Anthropic's $1.5B JV with Ode bets that elite AI engineers can replace consulting firms – not by building better software, but by collapsing the services model itself. The shift is structural: services-not-SaaS, where the work product replaces the workers.
◆ Dana Ellison
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Agents at Work
The Great AI Rehire: Why Companies Are Quietly Bringing Humans Back
Gartner and Forrester now forecast the same outcome through different lenses: the AI agent reversal pattern is no longer anecdotal. With 101,743 job cuts YTD and 55% employer regret, the "AI washing" framework emerges as the distinguishing signal between genuine agentic transformation and expensive theater.
◆ Dana Ellison
