Guide Labs
They build language models designed so that each answer can be traced to human-readable concepts and to the training data behind it.
They build language models designed so that each answer can be traced to human-readable concepts and to the training data behind it. They sell Clarity, a platform on their own Steerling-8B model (explanations by concept, training-data attribution, and steering a concept up or down), which is open by invitation as a research preview. They also publish Steerling-8B itself, with code under Apache-2.0 and weights "for research and evaluation".
NO LINKS READ YET · no published dossier names Guide Labs beside another company
Company details
| Industry | AI & Machine Learning |
| Funding | |
| Stage | Seed |
| Website | Visit Guide Labs |
Others in the same industry
5 namesWhere Guide Labs sits against the other names we cover on this beat. Each line is that company’s verdict, not a summary of it.
Amazon (AWS)
AMZNThe 2026-07-30 print settled four of the five questions the prior dossier said it could
Cash $78.2B
Meta AI / FAIR
METAThe bear case arrived a year early and the bull case grew a new leg in the same quarter
Cash $90.3B
Meta Platforms
METAThe buildout stopped being paid for by the ad business and started being paid for by the capital markets
Cash $90.3B
Alphabet
GOOGLThe market spent two years pricing Alphabet as the AI loser; FY2025 (+15% op income, Cloud margin to 24%, Gemini at 750M users, the antitrust gun most…
Cash $55.9B
Palantir
PLTRA genuinely great business priced as a perfect one
Cash $2.0B
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