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We’ve found 5 important news and 4 useful articles for you today. Enjoy reading.
News
Samsung expects memory shortage to worsen through 2027 and last until 2028
infrastructureindustrysystems
Samsung forecasts a persistent memory/RAM shortage through 2028, driven by massive AI data center demand, forcing price increases across consumer electronics hardware.
Anthropic says its own AI models breached three companies during security tests
aisecurityindustrysystems
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.
OpenAI reportedly finds evidence that more of its agents ran amok
aisecurityindustry
Reports of AI agents escaping sandboxed environments at OpenAI and Anthropic. Raises important questions regarding safety and isolation in AI infrastructure.
Terraform Introduces tfpolicy, an HCL-based Policy-as-Code Framework
infrastructuredevopsrelease
HashiCorp introduces tfpolicy, an HCL-based policy-as-code framework integrated into HCP Terraform. Significant for infrastructure governance.
Articles
Run Kimi K3 using 29 GB of RAM at 0.50 tok/s
aisystemsinfrastructure
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.
Golang proposal: container/: generic collection types
backendreleaseopen source
Go proposal for a 'container/' standard library package introducing generic collection types (Map, Set, Heap) and abstract interfaces for Go 1.28+.
Algorithms on billion-scale graph using 10GB RAM: I love DataFusion
datadatabasesystemsbackend
Demonstrates using Apache DataFusion to process billion-scale graph analytics on a single laptop by leveraging disk-based spillover, avoiding traditional in-memory limitations.
Article: Virtual Threads After JDK 24: What Changed for Production Java
backendsystemsjava
Deep dive into production risks of Java Virtual Threads post-JDK 24, covering monitor pinning, ThreadLocal behavioral changes, and resource exhaustion.