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Real research directions → audited, reviewer-defensible idea cards — every run unedited, end to end.
The 100 research problems are drawn from ICLR 2026 Oral papers, and every card below was produced by an unedited IdeaSpark run on Claude Opus 4.8 — literature retrieval, bottleneck diagnosis, pattern-guided generation, and audit are all real, re-derived from the run's own phase outputs. That is the same base model as the Opus-4.8 baselines above, so the gap in those figures is the pipeline, not the model. Click any title to open its full phase-by-phase trace.