Gemini Executive Synthesis
Are You in the Weights?, a site that checks personal data recognition across frontier and small LLMs.
Technical Positioning
Positions itself as a tool for understanding personal data presence within LLM training data, addressing privacy and data footprint concerns as 'traffic moving off-web and into LLMs'.
SaaS Insight & Market Implications
This project addresses the nascent but critical market for personal data privacy and transparency within large language models. As LLMs become primary information conduits, individuals and enterprises require tools to audit their digital footprint within these models. The opacity of LLM training data and the potential for unintended data retention or exposure represent significant concerns. This tool provides a mechanism for users to gain insight into their 'traces... in the weights,' offering a rudimentary form of data governance or audit for LLM interactions. The shift of 'traffic moving off-web and into LLMs' underscores the urgency of understanding data provenance and privacy in AI systems, driving demand for LLM-specific data privacy solutions.
Proprietary Technical Taxonomy
Raw Developer Origin & Technical Request
Hacker News
Jun 19, 2026
Show HN: Are You in the Weights?
With more traffic moving off-web and into LLMs, I got curious about what traces we leave "in the weights". My design partner and I built a site in the past few weeks that checks recognition across frontier and small models. It queries many of them in parallel, clusters the responses, and tells you how strongly they recognize you. Happy to answer any questions here!
Developer Debate & Comments
Apparently, I am "in the weights". Kimi gets it correctly: https://www.intheweights.com/p/joseph-jude
My real name (542, top 9%) is quite a bit under my username (692, top 6%).
My name is Seth Green, which I share with a more famous actor [0]. I go by Seth Ariel Green for disambiguation.GPT-5.5 tells me about the actor, but Claude Opus 4.8 and, weirdly, Grok 4.2 know who I am [1]. I wonder if that's because I use Claude more? Grok I have no clue why.[0] https://www.imdb.com/name/nm0001293/[1] https://med.stanford.edu/profiles/seth-green
I tried both of my long-lived social media (Xanga, LJ, MySpace era) handles from my teen and early twenties years (I mostly use disposable handles now). I've deleted a decent chunk of those postings, but they were both recognized (top 25% on both), although for the wrong reasons (never a Minecraft Twitchstreamer, but I did have a Minecraft account with the handle name).Really odd feeling to think that my writings from that period are helping these things. Not necessarily happy about it--I took that stuff down because it was so deeply personal, and a record of my life that didn't need to be public. Odd to think my teenage angst is, in some small way, writing the AI-generated e-mails I get now.
I was thinking something like this two weeks ago in another thread[1]>my Reddit history is part of every training set. It was taken without my consent. So now I'm immortal in a way, and hiding in the weightsAnyway 654 isn't horrible for the history still tied to me. That's in the top 6%[2]. It's interesting that it's non-deterministic, and the more keywords you add about yourself, the higher your score goes.[1] https://news.ycombinator.com/item?id=48403669[2] https://www.intheweights.com/p/michael-mike-warot-ka9dgx-mrg...
1. No way in heaven or earth I'm using my real name with this.2. Alfred E. Neuman < https://www.intheweights.com/p/alfred-e~2e~-neuman > is either "Mad magazine mascot" (11 responses), or "German-American writer, novelist, and playwright" (1 response, from Llama 3.2 1B, classed as a hallucination). Maybe the odd one out means the German writer Alfred Neumann? < https://en.wikipedia.org/wiki/Alfred_Neumann_(writer) >3. Tamamo-no-Mae < https://www.intheweights.com/p/tamamo~2d~no~2d~mae > is either a "Caster-class Servant in Type-Moon's Fate franchise, based on the mythological fox spirit" (3 responses), or the "Legendary nine-tailed fox spirit" (12 responses, the vast majority, but all classed as hallucinations)!4. Thank goodness for Firefox's "mute tab" toggle; the thumping and keyclick sounds get real old, real fast.
Ha ha! Yes I am in the weights apparently. Nearly all the models know what I do.I suspect being in the Open Source world is a bit of a bubble as far as the weights are concerned.Anyway it stroked my ego nicely even though it was totally artificial, like Zaphod Beeblebrox surviving the Total Perspective Vortex.
6 Football (soccer) players share my name and I still am at the top. Type "SEO" and I'll DM you my one little weird trick. /jkFun story about my name [0], the bank couldn't mail me my debit card because the mailman kept crossing my address off the envelop.[0]: https://idiallo.com/blog/sharing-a-name
This is a clever trick to get you to enter your real name. ;-) I entered mine, I was on the page kind of, there was some kind of exaggeration of me as the last one. I was surprised someone else in my family who is a kind of actual famous person was not found. It seems to have a lot of recency bias based on that.
I’m a hallucination. None of these are me.Perhaps the closest is DeepSeek v4:> Hyperpape is a user on the LessWrong forum, known for thoughtful comments on rationality and philosophy.I studied philosophy, so maybe, except I don't post on LessWrong, and I'm not a rationalist.https://www.intheweights.com/p/hyperpape
Frequently Asked Questions
Market intelligence mapped to Are You in the Weights?, a site that checks personal data recognition across frontier and small LLMs..
What is the technical positioning of Are You in the Weights?, a site that checks personal data recognition across frontier and small LLMs.?
Based on our AI analysis of the original developer request, its primary technical positioning is: Positions itself as a tool for understanding personal data presence within LLM training data, addressing privacy and data footprint concerns as 'traffic moving off-web and into LLMs'.
How is the developer community reacting to Are You in the Weights?, a site that checks personal data recognition across frontier and small LLMs.?
Yes, we have tracked 135 direct responses and active debates regarding this specific topic originating from Hacker News.
What architecture is tied to Are You in the Weights?, a site that checks personal data recognition across frontier and small LLMs.?
Our proprietary extraction maps Are You in the Weights?, a site that checks personal data recognition across frontier and small LLMs. to adjacent architectural concepts including LLMs, frontier and small models, queries many of them in parallel, clusters the responses.
Engagement Signals
Cross-Market Term Frequency
Quantifies the cross-market adoption of foundational terms like LLMs and recognition by tracking occurrence frequency across active SaaS architectures and enterprise developer debates.
SaaS Metrics