Claude 3.7 Sonnet Introduces Dynamic Reasoning Tokens
Anthropic unifies standard fast autoregressive inference and extended test-time thinking into a single dynamically allocated token budget.
Latest News
Recent verified developments across AI, infrastructure, and systems. Security CVE-2026-98432
Linux Kernel Memory Race Advisory (CVE-2026-98432)
Analysis of an unauthenticated race condition affecting LTS kernel worker threads with defensive hardening guidance for infrastructure operators.
AI
Agentic cheminformatics with Google Antigravity
Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.
Dev Tools
Introducing Zero Wire, a hub for investigating critical Internet vulnerabilities
Zero Wire on Cloudflare Radar pairs plain-language briefings with global attack telemetry and remediation steps. Triage critical CVEs faster and decide how to protect your infrastructure.
Security CVE-2026-63017
Subnet Solutions PowerSYSTEM Center
View CSAF Summary Successful exploitation of these vulnerabilities could allow an attacker to execute unauthorized SQL commands and gain access to unauthorized resources. The following versions of Subnet Solutions PowerS
AI
Multi-Head Latent Attention and Fine-Grained MoE Routing
How decoupled key-value compression and fine-grained expert routing achieved unprecedented inference throughput without performance degradation.
Tool Worth Knowing Rust / C Apache-2.0
Ginux
Rocky Linux founder Gregory Kurtzer explores AI-assisted kernel synthesis in an experimental research prototype capable of booting in QEMU.
Current State / Limitation: Bootable research prototype under QEMU; not production-ready
From the Analysis Desk
Longer-form evaluations, architectural deep dives, and systems trade-offs.Speculative Decoding in High-Concurrency Serving
A comprehensive systems analysis of how draft-verification loops double token generation throughput while maintaining identical output distributions.
Read analysisHow we halved DNS build delay and cut memory use by 85%
Zone setting changes used to rebuild entire DNS zones, even ones with tens of millions of records. Here is how we built a planner that picks the smallest safe build, cutting full builds by 40%, peak memory by 85%, and ha
Read analysis