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VQV Signal

ROBOTS & HARDWARE SOURCE-BACKED TECHNICAL

InstinctFlash runs 5B world-action models in real time on Jetson Thor

General Instinct released InstinctFlash, a high-performance serving framework for robotics models, licensed under AGPL-3.0. On Jetson Thor, it achieves runtime speedups from 1.2x to 7.9x, and up to 33.78x for LingBot-VA with combined optimizations.

Source: Hacker News Front Page · github.com Published 2026-09-22T15:20:06+00:00 Detected 2026-09-22T17:22:01+00:00
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General Instinct released InstinctFlash, a high-performance serving framework for robotics models, licensed under AGPL-3.0. On Jetson Thor, it achieves runtime speedups from 1.2x to 7.9x, and up to 33.78x for LingBot-VA with combined optimizations.

AI-assisted summary based on the listed source.

Hey HN, Guanming here, cofounder of General Instinct. We just released InstinctFlash, a high-performance serving framework for robotics models. It’s licensed under AGPL-3.0. On Jetson Thor, we see speedups about 1.2x to 7.9x from runtime optimizations alone and up to 33.78x for LingBot-VA when we combine those...

Faster model serving on edge devices like Jetson Thor enables more responsive and capable robotics applications. Significant speed improvements can enhance real-time decision-making and efficiency in robotics systems.

Hardware and robotics watchers may want to track whether this becomes a product, benchmark, or deployment signal.

Signal Strength 95% Technical label SOURCE-BACKED Public Interest 40 Category ROBOTS & HARDWARE Reader Depth TECHNICAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 0 Practical Impact Score 18 Novelty Interest Score 94 Consequence Score 62 Curiosity Score 32 Shareability Score 48

VQV surfaced this signal because it is recent, relevant to Robotics, connected to Hacker News Front Page.