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Focused coverage of AI trends that affect careers and hiring.
OpenClaw-driven AI demand is outpacing supply: high-memory Macs now take weeks to ship, pushing buyers toward pricier configurations and longer delays.
AI Hardware • Apple • Mac • OpenClaw • Pricing
After reports tied an AWS outage to Kiro, Amazon said human access-control misconfiguration, not autonomous AI failure, caused a limited December 2025 incident.
AI • Kiro • AWS outage • Cloud reliability
AI hiring in 2026 is still active, but roles are narrower and outcome-driven. See Q1 job-posting signals and how candidates should adjust positioning.
AI • Hiring • Job Market
In 2026, enterprise teams test open-source AI stacks before long contracts, weighing cost, control, and flexibility against managed API speed and convenience.
AI • Open Source • Enterprise