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#single-shot

@rasyn_lab: Today, we are launching Synthon 350M, our single-step retrosynthesis model. Synthon is the strongest publicly reported …

X AI KOLs Timeline ↗ · 2026-08-24 Cached

Synthon 350M, a single-step retrosynthesis model, is launched by rasyn_lab, achieving state-of-the-art performance on the USPTO-50K benchmark with top-1 accuracy of 66.23% in single-shot settings.

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#single-shot

Repairing Shape-Prior Shortcuts in Long-Range Single-Shot Fringe Projection Profilometry

arXiv cs.LG ↗ · 2026-07-15 Cached

Introduces PhiCalNet, a neural network for single-shot fringe projection profilometry that avoids shape-prior shortcuts by outputting wrapped phase and using a fixed calibration layer, achieving 3.3x lower error than baseline UNet on a synthetic benchmark.

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#single-shot

Shepherd's Dog: A Game by the Most Dangerous AI Model

Hacker News Top ↗ · 2026-06-13 Cached

Anthropic's supposedly dangerous AI model generated a complete game, 'Shepherd's Dog', in a single 45-minute session, demonstrating unprecedented coding capabilities.

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#single-shot

@Saboo_Shubham_: This is Absolutely INSANE. Claude Fable 5 generated the entire journey of a baby in the womb as a 3D explorable world. …

X AI KOLs Following ↗ · 2026-06-10 Cached

Claude Fable 5 generated a 3D explorable world depicting a baby's journey in the womb, viewable in first person, from a single prompt.

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#single-shot

Multi-view Consistent 3D Gaussian Head Avatars 'without' Multi-view Generation

Hugging Face Daily Papers ↗ · 2026-05-24 Cached

MVCHead is a novel method for generating 3D Gaussian head avatars from single 2D images without multi-view data, using hierarchical state space models and multi-view consistency enforcement.

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