Purchase order exception tracker for small manufacturers

A new purchase order exception tracker for small manufacturers is set to be tested, aiming to improve supplier issue management amid supply volatility.

Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.

Kronos, a foundation model, was tested against a Brownian motion baseline for 5-minute Bitcoin forecasts; results show no significant improvement.

The gigawatt gap. Why China is structurally positioned for AI power and the US is engineering around its grid.

China leverages centralized planning and renewable energy to close the AI infrastructure power gap with the US, reshaping global AI deployment dynamics.

Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.

Kronos, a foundation model for financial time series, does not outperform Brownian motion in 5-minute Bitcoin trading tests, raising questions about modern models’ effectiveness.

Introducing Forezai · TradingAgents — a committee of LLMs decides paper-trades

Forezai · TradingAgents introduces a system where a committee of large language models makes paper-trading decisions, marking a new step in AI-driven financial research.

Technology operations signal monitor: I admire Fabrice Bellard. He is almost certainly a better overall programmer

A new technology operations signal monitor emphasizes admiration for Fabrice Bellard, suggesting his exceptional programming skills are nearly unmatched.

AI Trading Bot — Week Two: The candidate edge collapsed

The promising BTC strategy from an AI trading bot has collapsed after significant losses, with all tested approaches now in the red, raising questions about genuine trading edges.

Creative industries. The bifurcated reality.

New data shows a ‘middle squeeze’ in creative sectors, with routine roles declining sharply while top-tier work augments with AI tools. The shift impacts freelancers and professionals alike.

Phase 1 synthesis. What the four sectors crystallize.

Empirical Phase 1 confirms four distinct labor displacement patterns across sectors, revealing sector-specific structural signatures in AI-driven transitions.

Agentic Loop Failure Modes: A Production Taxonomy at the End of Year One

A comprehensive taxonomy of failure modes in agentic AI systems after one year of deployment, aiding debugging and architectural decisions.