General Instinct

Foundation Models

Overview

Inference infrastructure for physical AI. Serve frontier models in real time, on any compute.

Funding and backers

Backers
1
Y Combinator
Momentum
0/100
no fresh signals
Last sign of life
1 mo ago
a posting or a news item
The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Apr 2026 Website went live first capture in the Wayback Machine Apr 2026 Went through Y Combinator
Tractionpublic signals, read monthly
Web presence
top 7%
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Backed byfrom the funds' portfolios and accelerator catalogs
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What is it?Trim is building an AI model that can simulate real-world physical systems evolving over time.
Building large-scale 3D foundation models that enable machines to perceive, reconstruct, and reason about the physical world.
Argmaxinc1-10 employees
Run private, real-time, and predictable inference workloads directly on users' devices.
Prem AIVenture round $5.5M · 11 mo ago · Founded 2023 · 11-50 employees
Prem delivers sovereign AI that is verifiable, private, and compounding: frontier models on encrypted GPUs, and sovereign agents that turn…
Vision foundation models that see the work, understand it over time and run where the work happens. Built for real-world latency…
MaincodeVenture round $30M · 12 mo ago · 51-200 employees · 8 roles
Maincode makes Matilda, an Australian-made AI stack owned end to end, from infrastructure to models. It owns and operates its own…

Connections

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Found in company registers, site code, DNS and hiring. Each connection shows how sure we are and the evidence, with its source and date.
Shared investors1
Y CombinatorVia a fund
6310 portfolio companies

Offices

Where the company hires and what each office is for
Cities
1
Hiring now
0
Countries
1
San Francisco United States
HQ