Aug 21, 2026 · Artificial Intelligence

Paper Generator Detects 92% Fake Conclusions, Automates Experiments and Figures

Spark‑to‑Paper is an end‑to‑end research‑paper generation pipeline built from 13 composable skills that runs on existing coding assistants, automatically handling literature search, experiment design and execution, writing, evidence‑driven revision, and editable figure creation, achieving 99.5% citation validity, 96.4% editable graphics and 92% fake‑conclusion detection at a cost of $8.1 and 3.2 hours per paper.

AI research automationSpark-to-Papereditable figures

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Paper Generator Detects 92% Fake Conclusions, Automates Experiments and Figures

PaperAgent

Apr 10, 2026 · Artificial Intelligence

Can Multi‑Agent AI Generate Conference‑Ready Papers? Inside PaperOrchestra

PaperOrchestra, a multi‑agent collaborative framework, transforms unstructured research notes into LaTeX‑formatted conference papers by automating literature review, chart generation, and drafting, achieving 50‑68% absolute win rates over baselines in human‑like quality evaluations across CVPR and ICLR benchmarks.

AI writingArtificial IntelligenceMulti-agent

0 likes · 9 min read

Can Multi‑Agent AI Generate Conference‑Ready Papers? Inside PaperOrchestra