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Retrieval Chunking Architecture
AI

Retrieval Chunking Architecture

AI engines retrieve passages, not pages. This article explains retrieval chunking architecture: the technical, learnable discipline that makes brand content extractable by AI engines. We cover definitional ledes, prompt-shaped headings, extractable tables, evidence-summary blocks, and FAQ structures, outlining how these elements improve AI retrieval and synthesis quality. The article also details common chunking failures and provides an implementation checklist for optimizing editorial pages.

EPR Editorial Team ·
Public Relations in the AI Communications Era
Insights & Strategy

Public Relations in the AI Communications Era

Public relations in 2026 still does what it has always done — earn credibility through third parties. But the third parties that matter most now include ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The companion AI-era piece to the canonical pillar. AI Communications, Citation Share, GEO, and how PR teams operate the new discipline.

EPR Editorial Team ·
The Sweepstakes Casino Wipeout
Gambling

The Sweepstakes Casino Wipeout

California banned them. New York banned them. Tennessee, Indiana, Maine. Illinois sent 65 cease-and-desist letters in a single month. Maryland's House passed a ban 105-24. The multi-billion-dollar parallel casino market that operated in the legal gray zone for years is in a multi

EPR Editorial Team ·