FORESIGHT · SCOREBOARD

Foresight

Name: ScienceToStartup Foresight Prediction Ledger
Creator: ScienceToStartup
License: https://creativecommons.org/licenses/by/4.0/

2026-05-31

100 active frozen predictions, ranked by signal-fusion score. Outcome windows are still open, so these rows are awaiting outcome evidence rather than true/false resolution.

LIVE Active frozen prediction ledger from chronology-valid public rows in foresight_predictions; unresolved rows are awaiting outcome evidence.

100 activeawaiting outcome

#	Paper · arxiv id	Domain	Signal Fusion	Predicted	Frozen	Lineage	Outcome
100	98$\times$ Faster LLM Routing Without a Dedicated GPU: Flash Attention, Prompt Compression, and Near-Streaming for the vLLM Semantic Router 2603.12646v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
83	MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries 2603.11223v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
79	Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace 2605.10913v1	cs.CL	95.0	2026-05-31	2026-05-31	unverifiable	P
78	Compiled AI: Deterministic Code Generation for LLM-Based Workflow Automation 2604.05150v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
77	Compiled AI: Deterministic Code Generation for LLM-Based Workflow Automation 2604.05150v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
65	Action-Aware Generative Sequence Modeling for Short Video Recommendation 2604.25834v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
59	Training-Free Test-Time Contrastive Learning for Large Language Models 2604.13552v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
58	Training-Free Test-Time Contrastive Learning for Large Language Models 2604.13552v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
51	A Swap-Adversarial Framework for Improving Domain Generalization in Electroencephalography-Based Parkinson's Disease Prediction 2602.10528v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
50	SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills 2604.06550v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
49	SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills 2604.06550v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
38	Graph Neural Operator Towards Edge Deployability and Portability for Sparse-to-Dense, Real-Time Virtual Sensing on Irregular Grids 2604.01802v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
37	Graph Neural Operator Towards Edge Deployability and Portability for Sparse-to-Dense, Real-Time Virtual Sensing on Irregular Grids 2604.01802v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
31	FAME: Force-Adaptive RL for Expanding the Manipulation Envelope of a Full-Scale Humanoid 2603.08961v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
30	Contextualizing Sink Knowledge for Java Vulnerability Discovery 2604.01645v1	cs.CL	95.0	2026-05-31	2026-05-31	unverifiable	P
25	Toward Complex-Valued Neural Networks for Waveform Generation 2603.11589v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
23	Toward Complex-Valued Neural Networks for Waveform Generation 2603.11589v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P
3	Woosh: A Sound Effects Foundation Model 2604.01929v1	cs.CL	95.0	2026-05-24	2026-05-24	unverifiable	P