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

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

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

A new project, Forezai · TradingAgents, introduces an autonomous system where a committee of large language models makes paper-trading decisions, expanding research capabilities.

Employee handbook change digest for small employers

A new workflow for small employers to streamline employee handbook updates is being tested, aiming to improve compliance and reduce policy drift.

Creative industries. The bifurcated reality.

New data shows a bifurcated reality in creative industries, with top-tier professionals augmenting work and mid-tier roles shrinking due to AI substitution.

Customer service + BPO. The operational-scale displacement.

Empirical evidence shows 8 million workers in India and the Philippines face large-scale AI-driven displacement, leading to hybrid models in customer service.

White-collar professional services. The Tier 1 displacement.

Major shifts in white-collar professional services show significant reductions in graduate intake and AI-driven displacement signals among legal, banking, consulting, and accounting sectors.

The Death of the Identical Paragraph

The traditional news wire model is dissolving as AI rewriting reduces the cost of custom content, challenging established reporting cooperatives.

The Bubble Question, Disentangled: 1999 vs 2026 Category by Category

A detailed analysis comparing the 1999 dotcom bubble with the 2026 AI cycle, highlighting differences, similarities, and implications for investors and policymakers.

Field service photo checklist for HVAC teams

HVAC teams are testing a new mobile photo checklist to improve service documentation and customer proof, aiming to replace informal photo methods.

Anchor. The Schwarz Group model.

Analysis of Schwarz Group’s €11B investment in AI infrastructure as a European industrial-anchor model, its potential for replication, and implications for European AI policy.