Verifiable prediction intelligence. We predict which science papers become startups — and we prove we’re right.
Public freshness
A resolved public prediction case study is not published yet. This slot will show the first public prediction with a verifiable outcome.
| # | Paper | Viability | Signal Fusion | Predicted | Confidence | Countdown |
|---|---|---|---|---|---|---|
| 1 | OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data2603.15594v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 98.7 Top 1% signal band | Startup | 82% | 24mo |
| 2 | LOOKAT: Lookup-Optimized Key-Attention for Memory-Efficient Transformers2601.10155v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 98.0 Top 1% signal band | Startup | 82% | 24mo |
| 3 | Adaptive Block-Scaled Data Types2603.28765v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 97.3 Top 1% signal band | Startup | 82% | 24mo |
| 4 | Gen-Searcher: Reinforcing Agentic Search for Image Generation2603.28767v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 97.1 Top 1% signal band | Startup | 82% | 24mo |
| 5 | UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding2604.14113v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 96.4 Top 1% signal band | Startup | 82% | 24mo |
| 6 | WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching2603.24836v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 7 | OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework2603.24422v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 95.7 Top 1% signal band | Startup | 82% | 24mo |
| 8 | Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training2603.16139v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 95.2 Top 1% signal band | Startup | 82% | 24mo |
| 9 | The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results2604.11998v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 94.8 Top 5% signal band | Startup | 82% | 24mo |
| 10 | POLCA: Stochastic Generative Optimization with LLM2603.14769v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 94.7 Top 5% signal band | Startup | 82% | 24mo |
| 11 | MetaboNet: The Largest Publicly Available Consolidated Dataset for Type 1 Diabetes Management2601.11505v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 12 | DyWeight: Dynamic Gradient Weighting for Few-Step Diffusion Sampling2603.11607v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 13 | OpenClaw-RL: Train Any Agent Simply by Talking2603.10165v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 14 | JobMatchAI An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI2603.14558v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 15 | ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery2603.16616v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 16 | Toward Complex-Valued Neural Networks for Waveform Generation2603.11589v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 17 | Unleashing Video Language Models for Fine-grained HRCT Report Generation2603.12469v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 18 | Hunting CUDA Bugs at Scale with cuFuzz2603.12485v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 9.0 | 100.0 Top 1% signal band | Startup | 82% | 24mo |
| 19 | Memento-Skills: Let Agents Design Agents2603.18743v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 8.0 | 89.5 Top 10% signal band | Adoption | 69% | 24mo |
| 20 | Latent Gaussian Splatting for 4D Panoptic Occupancy Tracking2602.23172v1 · Batch launch-2026-04 · Predicted 2026-04-20 Frozen prediction | 8.0 | 89.1 Top 10% signal band | Adoption | 69% | 24mo |