“There were multiple other companies doing exactly what GPT-3 did months before ChatGPT launched.”
Our reading, the sentence that was checked:
Multiple other companies were doing exactly what GPT-3 did months before ChatGPT launched.
Assessment: Supported Evidence as of
Where and when Ed Zitron wrote it
Where's Your Ed At, What We're Fighting For, paragraph 44.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment wyea-what-were-fighting-for-11e051-a1
We recorded 5 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 2025-02-11. 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)
Conditions
- compared with GPT-3, months before ChatGPT's launch (scope, stated by the speaker)
From the speaker
- multiple other companies
- doing exactly what GPT-3 did
- months before ChatGPT launched
Our interpretation
- Multiple means at least two companies other than OpenAI.
- The plain functional reading is general-purpose language generation and related text tasks through a language model, rather than identical outputs or identical scores on every benchmark.
- The comparison is explicitly with GPT-3, not with every feature of ChatGPT.
- I use June 2020 through September 2022 as the historical comparison window, ending at least two months before ChatGPT's November 2022 launch.
- The temporal comparison is not a conditional forecast.
Counts as supported if: Dated primary records establish that at least two other companies offered comparable general-purpose language-model functionality within the target period.
Counts as contradicted if: Historical product records establish that fewer than two other companies offered comparable functionality before the cutoff.
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
On the ordinary functional reading, AI21 and Cohere both offered general-purpose language generation and related text capabilities in 2021, well before ChatGPT launched in November 2022. That supports the existence of multiple companies doing the same kind of work as GPT-3. It does not establish identical performance or equivalent consumer products. The result therefore depends on the stated reading of “exactly.”
Limitations
- Functional availability is documented mainly by company disclosures.
- Strict equivalence across benchmarks is not established.
- The sources do not establish the surrounding claim about why ChatGPT became popular.
Evidence (4 items)
Supports the claim: AI21 Labs,
available for widespread use
Why it matters here: The announcement offers Jurassic-1 through an open-beta API and web environment and describes text generation, question answering, and classification. It establishes one other company's comparable functional offering well before the cutoff.
- Publisher
- AI21 Labs
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Supports the claim: Google Cloud and Cohere,
classify, summarize, and generate text
Why it matters here: The disclosure describes customers accessing and customizing Cohere's language models through an API. This establishes a second company offering comparable text-generation functionality before the cutoff.
- Publisher
- Google Cloud and Cohere
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Describes events of
- Public from
Context only: arXiv; GPT-3 research authors,
GPT-3
Why it matters here: The original paper establishes GPT-3's general language-generation functionality and describes other prompted language tasks. It supplies the comparison baseline, not evidence of another company's offering.
- Publisher
- arXiv; GPT-3 research authors
- Kind of source
- Preprint, not peer reviewed
- Describes events of
- Public from
Context only: OpenAI,
interacts in a conversational way.
Why it matters here: The dated announcement establishes the launch used for the temporal comparison. Its conversational framing also explains why the existence of earlier language-model APIs does not establish identical consumer products.
- 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, What We're Fighting For
There were multiple other companies doing exactly what GPT-3 did months before ChatGPT launched.
- Where
- paragraph 44
- Published
- 2025-02-11
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment wyea-what-were-fighting-for-11e051-a1: Current. Outcome: Supported. 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.