Four Japanese tech giants form a new company backed by mega-banks and Nippon Steel to build a trillion-parameter foundation model for physical AI, with roughly ¥3 trillion in combined public-private funding.
If a long-running Mac suddenly can't open new TCP connections while existing ones keep working, it's the 49.7-day tcp_now overflow in the XNU kernel. Symptoms, why only a reboot fixes it, and the RFC 7323 workaround Apple never implemented.
The latest GlassWorm wave bundles Zig-compiled native binaries in an Open VSX extension and silently installs a second-stage payload across VS Code, Cursor, Windsurf, VSCodium, and Positron.
Google officially ships Device Bound Session Credentials (DBSC) to all Windows users in Chrome 146. By locking private keys inside the TPM, stolen cookies become useless on any other device.
Based on the 2025 Maintainers Summit consensus, coding-assistants.rst was merged into the Linux kernel, establishing rules for AI-assisted contributions: no Signed-off-by for AI, Assisted-by tag attribution, and full human responsibility.
A CVSS 9.3 unauthenticated RCE in the Marimo Python notebook was exploited within hours of advisory disclosure. Meanwhile, Astral published its comprehensive supply chain security posture for uv and ruff, covering CI/CD pipeline hardening, Trusted Publishing, and Sigstore attestation.
A research project reverse-engineered Google DeepMind's SynthID image watermark using FFT-based spectral analysis. The V3 bypass achieves 91% phase removal while maintaining SSIM 0.997. Is removing an invisible watermark copyright infringement? Analysis from DMCA, EU AI Act, and Japanese law perspectives.
Sentence Transformers v5.4 adds multimodal support. Eight embedding models and four rerankers including Qwen3-VL and NVIDIA Nemotron can now be used through a unified API.
The full picture of Operation Masquerade as disclosed by the FBI and NCSC. APT28 tampered with SOHO router DNS to intercept Outlook auth tokens — the techniques and countermeasures.
Union types land in C# 15 with .NET 11 Preview 2. A look at the design, exhaustive pattern matching, internal implementation, comparison with unions in other languages, and practical use in Blazor and Minimal API.
An Adobe Reader/Acrobat zero-day actively exploited since November 2025. A two-bug chain achieves sandbox bypass and RCE, affecting all versions including the latest. No patch available.
MegaTrain flips the GPU-centric paradigm by treating CPU memory as primary storage and the GPU as a transient compute device, enabling full-precision training of 100B+ LLMs on a single GPU with up to 12.2x throughput over DeepSpeed ZeRO-3.
