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AI Holding Company Research
operating evidencereported or published

Tax AI technical publication

Occurred

What the sources support

StatementEvidenceAs ofSources
OpenAI article reports drafting accuracy up to 97%. Current OpenAI (reporter)
Caveat

Not reconciled with later 98% claim.

Company reported1
OpenAI article reports throughput increase about 50%. Current OpenAI (reporter)Company reported1
Share of returns meeting 75% correct-field threshold rose from 25% to 86% in six weeks. Current
Caveat

A threshold distribution, not 86% field accuracy; raw eval data unavailable.

Company reported1
Codex proposes tested changes for engineering review; ambiguous cases return to product team. Thrive HoldingsCompany reported1

Sources (1)

Publication date is shown for each source; the development date above is the date of the underlying event where the research established it. Syndicated copies are not independent corroboration.

derived from claim
Aravind Srinivasan; Samay Shamdasani; Arthur Fernandes Araujo; John de Wasseige · OpenAI / Thrive Holdings

Describes a practitioner-feedback and evaluation loop for Tax AI. Reports a 7,000-return pilot, roughly one-third less preparation time, and about 50% greater throughput.