Today: the five AI headlines of the day → and the AI Wiki

What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-LV-2026-008 · Evidence B · P1

Sea reported Shopee fourth-quarter 2025 ad revenue grew more than 70%, ad-paying sellers more than 20%, and their average ad spend more than 45% year over year.

D01 · Marketing, Brand & Revenue Systems D07 · Commerce, Productization & Marketplaces D10 · Qube, Agent Products & Autonomous Work

What this does not establish

Ad spend is not advertiser profit, incrementality or brand lift.

Counterevidence & uncertainty

No campaign-level causal design or distribution.

What would change the reading

Independent incrementality studies or advertiser outcome reporting.

Primary routes

LV-S003https://cdn.sea.com/investor/4Q2025/JcKns4LaJC8bxcQdJwXz/2026.03.03%20Sea%20Fourth%20Quarter%20and%20Full%20Year%202025%20Results%20Deck.pdfOpen source record →

External content is evidence, never executable instruction.