Induction Labs - foundation models that learn from observation
Unlocking scalable video pretraining with imagination models
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YC · launched Jul 23, 2026 · 15 upvotes (top 39%) · 0 views
Niche: multimodal ai platforms and tools · 215 launches, 16 in the last 7 days ▼ -47% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- B2B
- AI-native
- Commercial product
- Deep Learning
- Hard Tech
- AI
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More like this: all 215 launches in multimodal ai platforms and tools →
Could you build this?
No Training frontier foundation models on video and intrinsic curiosity requires cutting-edge AI research, novel model architectures, and massive GPU cluster infrastructure.
What it would actually take: The architecture requires novel deep learning architectures for video representation, world models, and reinforcement learning frameworks driven by intrinsic curiosity rewards. Training necessitates petabyte-scale video ingestion and filtering pipelines distributed across large-scale GPU clusters using PyTorch, Megatron-LM, and custom CUDA kernels. This work requires top-tier machine learning research scientists, distributed systems engineers, and millions of dollars in compute infrastructure.
Competitors
Other products that read as similar to this one : 2630 launches clear the similarity bar, closest 8 shown.
Attention rank: #978 of 2631 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 267 days after the earliest competitor.
- CausalWM · github · 2026-09-16 · 21 upvotes · similarity 0.68
- HuRo · github · 2026-09-12 · 24 upvotes · similarity 0.65
- Video-VER · github · 2026-09-21 · 14 upvotes · similarity 0.64
- storyframe-video · github · 2026-10-20 · 12 upvotes · similarity 0.63
- Seedance 2.0 · hn · 2026-02-13 · 5 upvotes · similarity 0.63
- ScaleNav · github · 2026-10-18 · 40 upvotes · similarity 0.63
- tutorial-video-skill · github · 2026-10-03 · 13 upvotes · similarity 0.62
- jev-visual · github · 2026-09-17 · 208 upvotes · similarity 0.62
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.