scLT-kit automates barcode-quality check, fate metrics & clone-transcriptome mapping, revealing normal vs. drugged cell dynamics across hematopoiesis, C. elegans, and cancer

Survey dissects 5 LLM text-privacy threats in train/inference plus 3 app-centric gaps, urging native safeguards before real-world rollout

Researchers lift FSS from unary to multivariate: two-layer OT-linked binary trees shrink distributed comparison function key size from O(λn²) to O(λn)

BOULDER, COLO. — December 9, 2025 — A new study led by Southwest Research Institute (SwRI) links quasi-periodic pulsations (QPPs) in solar flares to dynamic oscillations in magnetic reconnection, a phenomenon that can drive space weather and affect technology on Earth. This research could help refine traditional solar flare models and provide new insights into the mechanisms driving them.

As financial technology matures and cryptocurrencies become increasingly popular, the security of blockchains used to process these transactions has emerged as a significant concern. Prof. Allen Men Ho AU, Associate Head (Research and Development) and Professor of the Department of Computing at The Hong Kong Polytechnic University, has introduced the Regulatable Privacy-Preserving Smart Contracts (RPSC), a smart contract system that effectively balances privacy with public transparency. RPSC’s compatibility has been demonstrated on Ethereum smart contract. As financial technology matures and cryptocurrencies become increasingly popular, the security of blockchains used to process these transactions has emerged as a significant concern. Prof. Allen Men Ho AU, Associate Head (Research and Development) and Professor of the Department of Computing at The Hong Kong Polytechnic University, has introduced the Regulatable Privacy-Preserving Smart Contracts (RPSC), a smart contract system that effectively balances privacy with public transparency. RPSC’s compatibility has been demonstrated on Ethereum smart contract. 

MPFToD lifts SOTA 56.3%→61% via three modular tasks and transfers to dialogue acts & more