How can truth be adjudicated publicly when accusations spread far more cheaply than refutations?

Tobias Lütke · May 4, 2026

Bad-faith actors are few in number but extremely prolific, and they dominate because asserting a falsehood is far cheaper than disproving it

It is asymmetric warfare — one plausible-enough accusation can destroy a person, while fact-checking it is much more work

67:44 Asymmetry lets a few prolific bad faith actors dominate

Tobias Lütke · May 4, 2026

A 'council of models' trained in different countries could serve as a new truth-testing institution, and it is buildable today by one person in an afternoon

Different national models give different perspectives that can be synthesized; he could build it from a terminal with a few steers, limited only by token cost

69:09 Multinational council of models as the new truth institution

Sebastian Siemiatkowski · Feb 16, 2026 · hedged

Grok's reliable in-feed fact-checking supports Elon's vision that X can become over time a trusted source of information, which will be critical for societies

False rumours about Klarna spread on X and TikTok with no correction mechanism, unlike established media, but when users ask Grok whether a claim is true it almost always answers correctly; with AI generating scams and fake versions of everything, society needs such a trust layer

68:54 In feed model fact checking makes the platform the trust layer

Reid Hoffman · Jun 10, 2024

Society needs brands and institutions that embody collective, panel-based discernment of truth

Whenever humans try to establish truth we use groups — scientific panels, blue ribbon commissions, juries — because they bring balanced perspectives; a proposition being asserted, even by a president, carries no validity on its own

6:13 Collective panel based institutions not individual assertions establish truth