Kronos, a foundation model for financial time series, does not outperform the traditional Brownian motion model in short-term BTC predictions, according to recent testing.
Browsing Category
AI Governance
144 posts
The CFO’s new operating system. Anthropic, OpenAI, and the consulting margin that just got compressed.
Anthropic’s $1.5B joint venture and OpenAI’s parallel expansion reshape enterprise finance with integrated AI operating systems, disrupting traditional consulting models.
The gigawatt gap. Why China is structurally positioned for AI power and the US is engineering around its grid.
China’s centralised planning and renewable buildout enable gigawatt-scale AI data centers, contrasting with US grid constraints. What this means for AI dominance.
Raw-feed licensing. The contract that doesn’t exist yet.
A detailed analysis of the missing legal framework for raw-feed licensing in AI, its economic implications, and the ongoing industry standoff.
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.