ai automation

Mustafa Suleyman’s blunt 12–18 month timetable — that “most, if not all” white‑collar tasks performed at a computer will be fully automated by AI before the middle of 2027 — landed like a grenade in boardrooms, policy forums and recruiter Slack channels this week, and for good reason: it...

Mustafa Suleyman’s blunt timeline—“most of those tasks will be fully automated by an AI within the next 12 to 18 months”—is not a fringe prediction: it came from the CEO of Microsoft AI in an interview this week and has immediately reshaped how policy makers, corporate boards, and knowledge...

Mustafa Suleyman, the CEO of Microsoft AI, told the Financial Times that "we're going to have a human‑level performance on most, if not all, professional tasks" and predicted that most white‑collar tasks — the work people do sitting at a computer as lawyers, accountants, project managers or...

Mustafa Suleyman’s blunt timeline — that most white‑collar tasks could be “fully automated” within the next 12–18 months — has jolted boardrooms, policy tables, and workforces because it compresses a decades‑long debate about AI’s impact into an acute, actionable window. Background The comments...

When two seasoned SOC builders set out to fix what they saw as an industry design flaw, the result was not another point product — it was a platform that reframes how managed service providers (MSPs) deliver Microsoft-native security at scale. ContraForce, founded in 2021 by veterans from Intel...

The Puget Sound’s decades-long boom looks unmistakably different: regional job growth has stalled and, by one measure, gone into reverse — forcing Seattle and its neighbors to confront an uncomfortable question about what comes after the tech‑driven “prosperity bomb.” The Puget Sound Regional...