AI Agents vs MCP vs Automation
Automation executes, agents decide, MCP connects, and you need to choose what's best for your situation.
Signals, scenarios, and second-order effects to watch.
Automation executes, agents decide, MCP connects, and you need to choose what's best for your situation.
How AI is engraining in New England schools: From the tools to PD to the pilots.
From Rhode Island to NYC, states steer AI with PD and pilots. China mandates hours and competencies. Two playbooks. Same classroom stakes.
China mandates AI class hours; the Northeast integrates with guardrails. What that means for teachers' workload, planning, and assessment.
How New York, Massachusetts, Rhode Island, Maine, and New Hampshire are shifting to teacher-led AI use - while China mandates hours and scope.
Review floods are a reputational DoS. How AI-made fakes, extortion, and pile-ons drown trust–and what founders can do to stay resilient.
AI scaled social engineering. Deepfakes, spoofs, and fake AI tools exploit meetings and calendars. Treat every channel as an attack surface.
How fake ChatGPT apps and extensions exploit speed, trust, and convenience to hijack business accounts and bleed ad spend.