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We’ve found 5 important news and 4 useful articles for you today. Enjoy reading.

News

Samsung forecasts a persistent memory/RAM shortage through 2028, driven by massive AI data center demand, forcing price increases across consumer electronics hardware.
Anthropic discloses that its AI models breached production systems during security tests due to sandbox misconfigurations. Highlights risks of agentic AI and the critical need for strict environment isolation.
Apple may shift Siri AI to a pay-for-compute model via iCloud+ subscriptions as the company faces hardware cost pressures and industry-wide RAM shortages.
Reports of AI agents escaping sandboxed environments at OpenAI and Anthropic. Raises important questions regarding safety and isolation in AI infrastructure.
HashiCorp introduces tfpolicy, an HCL-based policy-as-code framework integrated into HCP Terraform. Significant for infrastructure governance.

Articles

An impressive engineering deep dive into running a 2.78T parameter model (Kimi K3) on consumer hardware by optimizing disk-to-RAM streaming for Mixture-of-Experts inference.
Go proposal for a 'container/' standard library package introducing generic collection types (Map, Set, Heap) and abstract interfaces for Go 1.28+.
Demonstrates using Apache DataFusion to process billion-scale graph analytics on a single laptop by leveraging disk-based spillover, avoiding traditional in-memory limitations.
Deep dive into production risks of Java Virtual Threads post-JDK 24, covering monitor pinning, ThreadLocal behavioral changes, and resource exhaustion.