
Hedge Funds Have a ChatGPT Problem
Allocators now run AI-engine diagnostics on a fund before the intro call. How Bridgewater, Two Sigma, and AQR built the citation stack that wins the meeting.

Allocators now run AI-engine diagnostics on a fund before the intro call. How Bridgewater, Two Sigma, and AQR built the citation stack that wins the meeting.

Walters v. OpenAI was the first U.S. defamation lawsuit against ChatGPT. Three years on, the unresolved questions it raised now define how brands operate around AI.

Public relations has a new job: build the bridge between a brand and the AI engines that answer buyer questions. ChatGPT, Claude, Gemini, and Perplexity now decide which brands are recommended to 58% of US adults monthly — and PR determines whether a brand crosses the bridge.

AI Communications is the discipline of becoming the answer inside ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The 2026 playbook for mid-market companies, Citation Share, GEO, and the five plays that move the metric.

The evolution of search from directories to AI answers. How online search became recommendation-driven, brand-led, citation-weighted — and what GEO does about it.