“In a single podcast, Andrew Macdonald gave the entire tech industry permission to say the truth: that nobody was actually able to show any ROI despite its massive costs.”
Our reading, the sentence that was checked:
Nobody adopting AI has been able to show any return on investment despite its massive costs.
Assessment: Contradicted Evidence as of
Where and when Ed Zitron wrote it
Where's Your Ed At, AI's Brokenomics, paragraph 44.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment wyea-brokenomics-d359b5-a2
We recorded 41 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 2026-06-15. 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
- nobody was actually able to show any ROI
- despite its massive costs
Our interpretation
- Assess the supplied proposition about demonstrated enterprise AI returns, rather than the rhetorical claim that a podcast gave the industry permission to speak.
- The ordinary reading of 'nobody' is universal: a credible documented example or study of positive realized returns can refute it.
- ROI means financial benefits relative to investment costs. Usage, faster task completion, and projected savings alone do not qualify.
- The claim concerns the cumulative record of demonstrations available by the post, rather than returns earned in one quarter. The source supplies no starting date, so the target period has an unspecified start.
- A credible survey reporting quantified realized ROI counts as a public demonstration, with its self-reporting limitations stated. Independently audited returns are not required by the wording.
Counts as supported if: Comprehensive evidence establishes that no enterprise adopter had publicly demonstrated positive realized financial returns relative to AI investment costs by June 15, 2026.
Counts as contradicted if: At least one credible enterprise record or study publicly documents positive realized financial returns relative to AI investment costs before the post.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Was it true for the period described?
Outcome: Contradicted
The dated evidence goes against 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
Omdia's survey, published by Snowflake on March 10, 2026, reported that respondents who quantified generative-AI ROI earned $1.49 for every $1 invested; fieldwork ended September 17, 2025 [e1]. These were reported realized returns relative to investment, rather than forecasts, and were public before the June 15, 2026 statement, contradicting the universal claim that nobody could show ROI [e1]. PwC's January 19, 2026 survey found that 56% of CEOs reported neither revenue nor cost benefits from AI, supporting widespread difficulty without establishing a universal absence of returns [e2].
Limitations
- The positive returns are self-reported and vendor-published; the evidence does not provide independently audited customer accounts or verify every cost category [e1].
- The production-adopter sample does not establish typical returns or the success rate of all enterprise AI projects [e1].
- PwC's revenue and cost benefits do not by themselves establish positive net ROI [e2].
Evidence (2 items)
Goes against the claim: Snowflake, reporting research conducted by Omdia,
$1.49 for every $1 invested.
Why it matters here: The survey documents positive quantified returns relative to investment, rather than only usage or anticipated benefits. Fieldwork ended September 17, 2025; the results were publicly announced before Zitron's post.
- Publisher
- Snowflake, reporting research conducted by Omdia
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Context only: PwC,
aren’t yet seeing a financial return
Why it matters here: This broader survey supports concern about widespread difficulty realizing returns. A majority without returns does not establish that no enterprise can demonstrate them.
- Publisher
- PwC
- Kind of source
- Independent measurement
- Describes events of
- Public from
Where it was said (1)
Said once in the sources this register covers.
: Where's Your Ed At, AI's Brokenomics
In a single podcast, Andrew Macdonald gave the entire tech industry permission to say the truth: that nobody was actually able to show any ROI despite its massive costs.
- Where
- paragraph 44
- Published
- 2026-06-15
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment wyea-brokenomics-d359b5-a2: Current. Outcome: Contradicted. Evidence as of 2026-10-28. Public date not recorded.
Recorded events
Assessment publishedBy this site
First assessment published after both reviews and the final-text check passed.