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AI infrastructure

Trim

Trim is building a general intelligence AI model that can simulate real-world physical systems evolving over time.

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
5
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #5780

Trim is building a general intelligence AI model that can simulate real-world physical systems evolving over time.

source
generated read
High Signal interpretation

Trim is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
Trimgeneral intelligence AI model
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Trim

AI infrastructure · 5 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

ZeroEntropy

match 63

We are on a mission to build the world’s most accurate, fastest, and cheapest task-specific models for every production AI system. Most AI products, whether copilots, agents, or search systems, depend on frontier LLMs to handle every step of their pipeline. Yet, the vast majority of these steps are narrow, repeatable workloads: reranking, embedding, classification, routing, query rewriting, context compression, where frontier intelligence is overkill. Running them on general-purpose models is sl

shared extracted concept terms: general, intelligence, model; shared product terms: general, intelligence, model, system; shared affiliation: Y Combinator

PlayAI

match 38

Play is a Voice AI company that specializes in building conversational voice models capable of cloning any voice or accent and generating speech in real-time.

shared extracted concept terms: model; shared product terms: model, real, time; same category: AI infrastructure; shared affiliation: Y Combinator

Dream3D

match 38

Dream3D builds generative models to simulate and emulate worlds, real and imagined.

shared extracted concept terms: model; shared product terms: model, simulate, real; same category: AI infrastructure; shared affiliation: Y Combinator

6thSense

match 20

A nervous system for physical AI

shared product terms: system, physical; same category: AI infrastructure; shared affiliation: Y Combinator

Vocalytics

match 16

Voice & Sound Intelligence for the Physical World.

shared product terms: intelligence, physical