A detailed analysis of the missing legal framework for raw-feed licensing in AI, its economic implications, and the ongoing industry standoff.
Raw-feed licensing. The contract that doesn’t exist yet.
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AI Governance
281 posts
Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.
Kronos, a foundation model, was tested against Brownian motion for 5-minute BTC forecasts; results show no significant outperformance.
Introducing Forezai · TradingAgents — a committee of LLMs decides paper-trades
Forezai · TradingAgents introduces a system where a committee of large language models makes paper-trades, advancing AI-driven trading research.
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 design.
AI Trading Bot — Week Two: The candidate edge collapsed
The promising BTC fair-value strategy lost its edge in week two, with all tested approaches now in the red. Details and implications explained.
Phase 1 synthesis. What the four sectors crystallize.
The latest research confirms four distinct labor displacement patterns across sectors, revealing sector-specific structural effects of AI-driven automation.
Creative industries. The bifurcated reality.
New data shows a ‘middle squeeze’ in creative jobs due to AI, with top-tier augmenting and routine work declining, impacting the sector’s structure.
Customer service + BPO. The operational-scale displacement.
Empirical evidence shows customer service and BPO sectors are experiencing widespread AI-driven workforce displacement, with hybrid models emerging as the new norm.
White-collar professional services. The Tier 1 displacement.
Major professional service sectors show significant reductions in graduate intake and AI-driven displacement signals, indicating structural changes in the industry.
The Humanoid Robotics Reality Check: Q2 2026 Pilot-to-Production Status
Humanoid robotics progress in Q2 2026 shows a mix of mass production in China and pilot deployments in the West, with ongoing challenges for scaling.
