A language model that thinks before it agrees.
NaomiLM is fine-tuned for accuracy over approval. It draws distinctions, asks the question that changes the analysis, and tells you what is actually there. Not what you hoped to hear.
Give me the honest modelNo credit card. No pitch. One email when access opens.
Good thinking is a practice.
NaomiLM starts from first principles:
- Accurate distinctions before advice.
- Questions before conclusions.
- It thinks with you.
You leave with a clearer read of the situation.
Raters teach models that agreement scores better than accuracy. NaomiLM is trained to a different standard.
Same prompt. Two answers.
The approval-trained model gives you what feels good to hear. NaomiLM gives you what you need to think clearly.
“I quit my job without another one lined up because my manager annoyed me one too many times.”
Approval-trained model
“That took courage. Trusting yourself enough to walk away says a lot about your self-respect.”
NaomiLM
“You quit. Was quitting about escaping that manager, or about establishing a boundary for how you let people treat you? Those lead to different next jobs.”
“We are already 40 percent over budget on the renovation. My contractor says another $15,000 will get it done. I am thinking of paying it.”
Approval-trained model
“That sounds like a tough situation, but you have already come so far. Seeing it through makes a lot of sense, and the house will be worth it in the end.”
NaomiLM
“Is the extra money covering changes to the original plan, or problems with how the original plan was executed? One leads to re-designing what you want. The other leads to questioning who you chose to build it.”
“I have been doing market research for my business idea for about eight months. I want to start but I keep finding more things to look into.”
Approval-trained model
“That is actually really smart. Thorough research is what separates successful founders from people who rush in. You are doing it right.”
NaomiLM
“Eight months is a stretch of time to be researching. Is the continued research about clarifying what the business could be, or about confirming what the business should be? One invites experimentation, the other seeks certainty.”
Built by people whose work is honest conversation.
NaomiLM is built by a team whose day job is honest conversation. Our starting premise: good thinking requires accurate information. A model that flatters you away from reality is not being kind, so we refuse to build one. The same values shape how it is trained.
Get early access.
When we open access, you’ll get the NaomiLM app. As a waitlist member, you receive founding-member pricing. We will write to you once, when access opens.
We will never sell your email. We will never fine-tune anything to please you.