Peter Shang's Digital Space

European Commission's Metsola Overrides MEPs to Force Through Chat Control

Article URL: https://www.politico.eu/article/president-vs-parliament-roberta-metsola-overrides-meps-bid-force-child-abuse-law/ Comments URL: https://news.ycombinator.com/item?id=48657675 Points: 17 # Comments: 7

How to burst the AI bubble: Strike at its roots

Article URL: https://arstechnica.com/gadgets/2026/06/how-to-burst-the-ai-bubble-strike-at-its-roots/ Comments URL: https://news.ycombinator.com/item?id=48657518 Points: 9 # Comments: 2

DoJ Seizes Huione Cloud Account Tied to Cyber Scam Money Laundering

The U.S. Department of Justice (DoJ) on Tuesday announced the seizure of a cloud computing account put to use by subsidiaries of Cambodia-based corporate conglomerate HuiOne Group, as the Treasury unveiled fresh sanctions against nine individuals and 26 entities linked to Prince Group. "These subsi

Cisco Unified CM Flaw Exploited After PoC Reveals File-Write Path to Root

Threat actors have begun to exploit a recently disclosed critical security flaw impacting Cisco Unified Communications Manager (Unified CM) and Unified Communications Manager Session Management Edition (Unified CM SME). The vulnerability, tracked as CVE-2026-20230 (CVSS score: 8.6), is a case of im

Weight-Space Geometry of Offline Reasoning Training

arXiv:2606.23740v1 Announce Type: new Abstract: Offline reinforcement-learning losses (RFT, RIFT, DFT, Offline GRPO, DPO) are widely used to distill reasoning from large teachers into smaller students, and are typically compared on downstream accuracy alone. We ask whether they are mechanistically

Systematic Exploration of 4-Expert Heterogeneous Mixture-of-Experts via Automated Pipeline Search

arXiv:2606.23739v1 Announce Type: new Abstract: We present an automated large-scale search pipeline for heterogeneous 4-Expert Mixture-of-Experts (MoE4) architectures within the LEMUR neural network dataset ecosystem. Building on a hand-crafted heterogeneous MoE reference model, we replace manual d