COLLISION AI
Frontier 1B Causal Transformer with 12ms CPU Inference
Details
- External ID
- 1257394
- Source
- PH
- Company
- —
- Product
- COLLISION AI
- Website domain
- producthunt.com
- Launched
- Sept. 22, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- Open Source, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 23, 2026, 1:01 a.m.
- Updated at
- Sept. 23, 2026, 1:01 a.m.
Description
COLLISION AI is an open-source 999M parameter causal transformer engineered for sub-12ms CPU inference, real-time grounded evidence verification, and zero-hallucination deterministic math. Features an in-house NLP suite, native AVX-512 kernels, and dual-stream citation retrieval under the MIT license.
Enrichment
- Theme
- autonomous agent research and evaluation
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- low-latency causal transformer model for cpu inference
- Manually corrected
- False
Could you build this?
No Training custom 1-billion parameter language models from scratch with custom AVX-512 C++ inference kernels requires specialized machine learning research and systems-level optimization.
What it would actually take: Creating this model necessitates acquiring and cleaning massive domain datasets, setting up distributed GPU training clusters using PyTorch/Megatron-LM, and conducting extensive pretraining and fine-tuning runs. For the inference engine, it requires high-performance systems engineering in C/C++ to implement custom AVX-512 SIMD kernels, memory-mapped tensor loading, and low-latency dual-stream citation retrieval pipelines.
Competitors
Other products that read as similar to this one — 279 launches clear the similarity bar, closest 8 shown.
Attention rank: #162 of 280 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 322 days after the earliest competitor.
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- δ Thesis: Building the frontier of AI discovery · yc · 2025-11-11 · 232 upvotes · similarity 0.44
- Grunden · hn · 2026-05-12 · 7 upvotes · similarity 0.43
- Bare-Metal AI · hn · 2026-09-14 · 5 upvotes · similarity 0.41
- General Instinct - The deployment layer for physical intelligence · yc · 2026-05-19 · 10 upvotes · similarity 0.40
- Lamb Labs: Custom Chips for AI Inference · yc · 2026-08-03 · 64 upvotes · similarity 0.39
- OpenRelay: The Inference Delivery Network · yc · 2026-08-07 · 11 upvotes · similarity 0.39
- Tame_3D · github · 2026-09-28 · 49 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.