Empirical analysis confirms four distinct labor displacement patterns across sectors, revealing sector-specific effects of AI-driven automation. Phase 1 findings set stage for policy responses.
Browsing Category
AI & Tooling
100 posts
Agentic Loop Failure Modes: A Production Taxonomy at the End of Year One
A comprehensive taxonomy of failure modes in production agentic AI systems after one year of deployment, aiding debugging and architectural decisions.
Customer service + BPO. The operational-scale displacement.
Approximately 8 million workers in India and the Philippines are facing AI-driven displacement, with hybrid models emerging as the new operational norm.
The Humanoid Robotics Reality Check: Q2 2026 Pilot-to-Production Status
Humanoid robotics in 2026 shows growth with Chinese mass production and Western pilot deployments. Key developments and uncertainties explained.
White-collar professional services. The Tier 1 displacement.
Major professional service firms reduce graduate hiring and AI testing disrupt entry-level roles, signaling sector-wide displacement trends.
The Death of the Identical Paragraph
The traditional news wire model is collapsing as AI rewriting reduces the cost of original content, challenging the future of syndication and attribution.
The Bubble Question, Disentangled: 1999 vs 2026 Category by Category
A detailed comparison of the AI investment cycle in 2026 versus the 1999 dotcom bubble, highlighting categories with bubble signals and durable value.
Building an AI Trading Bot — Week One: Why a 90 % Win Rate Can Still Lose Money
An analysis of a simulated AI trading bot reveals that high win rates do not guarantee profitability, highlighting the importance of strategy quality over win percentage.
ALIA. The Spanish answer.
Spain’s ALIA project, a €240M public-funded multilingual AI model, is operational with 40B parameters, but benchmarks reveal performance below Llama 2.
The Ghost Story Became a Forecast.
In May 2026, Clark’s recent essay reveals a bivalent forecast for AI development, with a 60% chance of automation by 2028 and a 40% chance of fundamental paradigm limits.