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We’ve found 12 important news and 4 useful articles for you today. Enjoy reading.
News
In major privacy win, Supreme Court rules geofence warrants are protected by privacy rights
securityindustry
Supreme Court rules that law enforcement requires a search warrant for geofence location data. A significant legal precedent for privacy, data security, and surveillance architecture.
Report on a massive data exposure incident involving nearly one million identity documents left on unprotected public servers due to severe negligence.
Trump administration threatens 92 GW of new electricity supply with red tape
infrastructureindustry
Analysis of how regulatory bottlenecks and permitting delays for power infrastructure threaten the scaling of data centers required for the AI boom.
Ornith-1.0: Self-scaffolding LLMs for agentic coding
aiopen source
Presents Ornith-1.0, a new family of open-source coding models using self-improving, scaffold-driven RL to push agentic performance benchmarks.
Omen AI’s plan to optimize data centers is all wet
infrastructuresystems
Omen AI raises $31M for real-time spectrometer monitoring of data center liquid-cooling fluids to prevent bacterial growth and downtime.
AI Tools Accelerates Coding, but Not Overall Software Delivery, GitLab Research Finds
aidevopsindustry
GitLab research identifying the 'AI Paradox': coding speed gains are being offset by downstream testing/governance bottlenecks.
Arena, the AI model leaderboard, reaches $100M ARR by monetizing performance analytics for enterprise model labs.
South Korean tech giants commit over $550B to ease ‘RAMageddon’
industryinfrastructure
South Korean giants commit $900B to AI infrastructure and memory chip production to address long-term demand and maintain industrial competitiveness.
Release of Ornith-1.0, a suite of self-improving agentic coding models utilizing reinforcement learning for search trajectory optimization.
Rocket Lab continues buying spree by acquiring satellite company Iridium
infrastructureindustry
Rocket Lab to acquire satellite operator Iridium for $8B. Represents significant consolidation in the space/aerospace infrastructure sector.
Proception settles a trade secret suit with Tesla and raises $11M for dexterous robotic hands using sensor-glove data collection.
Waymo and Uber end their partnership in Phoenix, signaling the shifting landscape of autonomous vehicle deployment strategies.
Articles
What happens when you run a CUDA kernel?
systemsbackendperformance
An exceptionally deep dive into the CUDA execution pipeline, from SASS disassembly and register allocation to driver ioctls and GPU hardware scheduling.
Article: Virtual panel: Security in the Machine Age: Expert Insights on AI Threat Evolution
securityaisystems
Expert panel synthesis on securing probabilistic AI systems, emphasizing behavioral validation and systemic risk management over static rules.
A comprehensive, pragmatic guide to B2B software entrepreneurship, covering market selection, fundraising, hiring, and the realities of being a founder.
Practical research on using WebAssembly as a JIT target for emulator development, demonstrating performance gains over native interpreters on modern browsers.