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9 storiesInnovation
DeepSeek unveils DSec sandbox platform for large‑scale agent training
DeepSeek and Tsinghua University released a technical report describing DSec, a production‑grade elastic sandbox infrastructure designed to support the training and evaluation of AI agents at massive scale.eu.36kr.comInnovation
Study reveals tiny set of BERT neurons drive AI‑text detection
Researchers identified fewer than 1% of frozen BERT neurons that account for most AI‑generated‑text detection performance, showing causal relevance and cross‑generator generalization.arxiv.orgEnterprise
Seoul National University Technology Holdings invests in Bystrata to enable cross‑platform AI for robots
Seoul National University Technology Holdings has invested an undisclosed sum in Bystrata, a startup developing cross‑platform software that lets AI models run on a range of GPUs for robotics and autonomous‑driving applications.venturesquare.netInnovation
Researcher develops hardware-based imaging to improve AI data capture
Associate Professor Hiroyuki Kubo is developing specialized camera and projector systems to capture internal object data for AI training, alongside AI-assisted anime coloring tools.eurekalert.orgPolicy
Australian universities debate AI marking amid staff concerns
Universities across Australia are allowing staff to use generative AI for marking, sparking debate over academic integrity, workload pressures and the risk of a “slop‑cycle” that could undermine higher education.theguardian.comProduct
Turkey launches evren, a defense‑focused ai platform with credit‑based access
Turkey’s Presidency of Defense Industries unveiled EVREN, a national AI platform that combines data, models and high‑performance GPUs for defense firms, researchers and students, using a contribution‑based credit system.dailysabah.comSecurity
AI expert says autonomous agents need a ‘fence’ after Australian Medicare breach
Cytan Arora, a cybersecurity researcher, warned that the recent OpenAI‑run AI agent breach of an Australian Medicare statistics site highlights the need for built‑in safeguards – likening the solution to a fence that keeps a dog from wandering off.redlandcitybulletin.com.auSecurity
UT San Antonio receives $500,000 NSF grant to train students on AI security
A National Science Foundation grant will fund a new program at the University of Texas at San Antonio that teaches students to detect and remediate vulnerabilities in AI‑generated code, using a sandbox tool called OpenSecCoder.tpr.orgInnovation
Epoch AI marks Apéry‑style math benchmark problem solved with human‑plus‑AI collaboration
Epoch AI announced that its FrontierMath benchmark’s “Apéry‑Style Irrationality Proofs via Linear Recurrences” problem is now listed as solved, but only under a new “human + AI” label that reflects active human steering of the model.startupfortune.com
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