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'In the Weights' Lets You Search What AI Models Actually Know About You

A new tool called In the Weights functions as an AI-centric vanity search, letting people probe what large language models 'know' or output about them, per TechCrunch. As models increasingly mediate reputation and information, tools that surface what they encode about individuals are becoming a new layer of the identity stack.

In the Weights
Tool
AI vanity search
Function
What models 'know'
Surfaces
AI reputation
Emerging Category
TC
Trace Cohen
Early-stage VC & angel · Founder, New York Venture Partners
June 20, 2026
1 min read
KEY TAKEAWAYS FOR VCs & FOUNDERS
1

Models now shape reputation the way search engines once did -- and people want visibility into it

2

Surfacing model outputs about individuals raises fresh accuracy, defamation and privacy questions

3

It hints at an emerging 'AI reputation management' category

4

What models encode about people is becoming as consequential as what the open web says

TC
The VC Read · Trace's TakeTrace Cohen

As people swap Google for chatbots, the thing shaping your reputation moves from a searchable index to an opaque set of weights -- and nobody can see inside. A tool that surfaces what models say about you is the first crack in that black box, and it previews a whole 'AI reputation management' category the way SEO grew up around search. For founders, there's a real business in visibility, correction and monitoring here. The thornier question regulators will eventually ask: should models be making claims about private individuals at all?

🤖 AI Landscape →

In the Weights is a new tool that operates as an AI-era vanity search, letting users see what large language models surface or assert about them, according to TechCrunch. Where people once Googled themselves to manage their online image, the premise here is that AI models have become an equally important -- and far more opaque -- mediator of reputation and information.

The concept points at a real and growing concern. As more people turn to chatbots instead of search engines for answers about companies, products and individuals, what a model outputs about someone can shape perception without any clear way to inspect or correct it. A tool that makes those outputs legible is a first step toward accountability.

“A tool that makes those outputs legible is a first step toward accountability.”

It also gestures at a nascent category. Just as SEO and online-reputation management grew up around search, expect services aimed at understanding and influencing how AI systems represent people and brands. The harder questions -- accuracy, recourse, and whether models should encode claims about private individuals at all -- are only beginning to surface.

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Originally reported by TechCrunch. Analysis and editorial commentary by Value Add Pulse.

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@Trace_Cohen·t@nyvp.com