Pundit ClaimsAI claims by Gary Marcus and Ed Zitron, with the evidence

“Uber is a completely different business to Anthropic and OpenAI or any other AI company.”

Why Are We Still Doing This?, paragraph 21. The full statement is at the source.

Our reading, the sentence that was checked:

Uber is a completely different business from Anthropic, OpenAI, or any other AI company.

Assessment: Supported Evidence as of

Where and when Ed Zitron wrote it

Where's Your Ed At, Why Are We Still Doing This?, paragraph 21.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment wyea-why-are-we-still-doing-this-e44728-a1

We recorded 33 claims from this post. See every claim from this post.

The wording above is the version this site observed on 2026-10-28. The source may have been edited after 2026-03-17. This page does not claim the wording was captured then.

What the claim commits to

Kind
Observation
Deadline, as the speaker wrote it
None stated. This site does not add one.
Deadline state when assessed
No horizon
Deadline state on 2026-10-29
No horizon (the release’s reference date)

From the speaker

  • Uber is a completely different business
  • to Anthropic and OpenAI
  • or any other AI company

Our interpretation

  • The ordinary contextual reading is that Uber's core service and commercial model differ materially from businesses developing and selling access to generative models.
  • Completely different is treated as an emphatic business-model comparison, not a claim that the companies share no costs, technology or commercial practices.
  • Any other AI company is read within the surrounding discussion of generative model providers. It is not extended to every company using AI.
  • I use calendar 2025, the latest completed annual operating period reportable before publication.

Counts as supported if: Primary descriptions show that Uber principally connects participants in transport, delivery and freight markets, while the named AI providers sell access to their models and applications through paid plans and APIs.

Counts as contradicted if: Primary descriptions show that Uber and the named providers principally supply the same service through substantially the same commercial model.

Retrospective: these criteria were written after the outcome was public.

Current assessment

Was it true for the period described?

Outcome: Supported

The dated evidence matches what the claim committed to, under the criteria frozen before grading.

Scored on a plain reading. The speaker named no measure for this claim, so it was judged on the reading an informed reader would take, stated below under our interpretation. Both reviews had to find that reading fair.

Evidence as of
Deadline state when assessed
No horizon
Assessment recorded
Policy version
2026-10-28.7

Rationale

The ordinary business-model comparison holds. Uber operates transport, delivery and freight marketplaces. Anthropic and OpenAI supply access to generative models through applications, paid plans and APIs. This supports a material difference in their core businesses. It does not establish that all economic comparisons are invalid: Uber's own report describes memberships and activity-related costs.

Limitations

  • The result depends on reading completely different as materially different in core business.
  • The evidence directly covers the two named AI providers, not every business that might be called an AI company.
  • This assessment does not validate the separate assertions about Uber's assets or the causes of its losses.

Evidence (3 items)

  • Supports the claim: Uber Technologies, Inc.,

    Mobility, Delivery and Freight.

    Why it matters here: Uber describes connecting riders, merchants, couriers, shippers and carriers. The report also identifies Uber One memberships and service costs that vary with activity, limiting any stronger interpretation that Uber shares no commercial features or variable costs with AI providers.

    Publisher
    Uber Technologies, Inc.
    Kind of source
    Regulatory filing
    Describes events of
    Public from
  • Supports the claim: Anthropic,

    available on our API

    Why it matters here: Anthropic describes access to its own models through Claude plans, its API and cloud platforms. This differs materially from Uber's transport and delivery marketplace.

    Publisher
    Anthropic
    Kind of source
    Company disclosure: the company describing itself, not an independent finding
    Describes events of
    Public from
  • Supports the claim: OpenAI,

    paid plans

    Why it matters here: OpenAI describes distributing its models through paid ChatGPT plans and developer APIs. Together with Uber's filing, this supports the ordinary comparison of their core businesses.

    Publisher
    OpenAI
    Kind of source
    Company disclosure: the company describing itself, not an independent finding
    Describes events of
    Public from

Where it was said (1)

Said once in the sources this register covers.

  • : Where's Your Ed At, Why Are We Still Doing This?

    Uber is a completely different business to Anthropic and OpenAI or any other AI company.

    Published
    2026-03-17
    Source observed
    , live page
    Access
    full text, public

History

Assessment versions

Recorded events

  1. Assessment publishedBy this site

    First assessment published after both reviews and the final-text check passed.

    About assessment wyea-why-are-we-still-doing-this-e44728-a1.