
James Lawley
3.1K posts

James Lawley
@jameslawley
talking tech / making pictures / occasionally music + spurs




AI adoption strategies are overwhelmingly framed around productivity and efficiency. But that lens misses a critical constraint: the psychological cost of working with AI. New research shows that “psychological debt”—a cluster of six negative effects including cognitive offloading, reduced autonomy, diminished competence, weakened social connection, credibility loss, and identity threat—can materially suppress adoption and erode ROI. In a survey of 1,200 employees across sectors, higher psychological debt was strongly associated with lower AI usage, less sophisticated application, and greater avoidance—even when employees acknowledged AI’s value. Early-career workers were especially affected, suggesting that AI may be undermining skill development at precisely the stage when it matters most. s.hbr.org/4dnhxNx

it’s 2026 and this is how you install apps on macOS





My new black & white dock. I love it!



We're adding more models to Notion, starting with our first open weight model. ICYMI, Custom Agents now support MiniMax M2.5, an open weight model that’s up to 10x more cost-efficient for basic tasks. More choices, less lock-in 🫡



Is this the OpenClaw enterprise version?





