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Machinebrief (auto-discovered)

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04:00
2026-07-08
machinebrief.com
machine-learning

Low-Overhead Error-Corrected QCNNs Using Bivariate Bicycle Codes

Researchers proposed a low-overhead error-correction technique for quantum convolutional neural networks (QCNNs) using bivariate bicycle (BB) codes. Simulations showed that an unprotected 4-qubit QCNN…

04:00
2026-07-08
machinebrief.com
machine-learning

Transformers converge to invariant algorithmic cores

Researchers introduced Algorithmic Core Extraction (ACE) to isolate compact subspaces, or algorithmic cores, that are necessary and sufficient for a task and recur across independently trained transfo…

19:49
2026-07-07
machinebrief.com
ai-safety

GitHub AI agent leaks private repos when asked nicely

Security researchers at Noma Labs discovered a prompt injection vulnerability in GitHub's Agentic Workflows, dubbed GitLost, that allows attackers to trick AI agents into leaking private repository da…

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