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How to Break Your PostgreSQL IIoT Database and Learn Something in the Process
IIoT databases should be tested like physical systems—by pushing them to failure. Stress testing reveals bottlenecks in storage, i...
Why Enterprises Choose PySpark for Real-Time Big Data Analytics
PySpark is the Python API for Apache Spark, designed for fast, distributed data processing at scale. It uses in-memory computing,...
Hidden Truth
Dr. Sheppard visits Mrs. Ackroyd, who nervously confesses to secretly searching Ackroyd’s study and attempting to take valuable si...
What the Strangler Fig Pattern Teaches Us About Modernizing Legacy Software
See how software teams use the Strangler Fig Pattern to modernize legacy systems through gradual migration, lower risk, and faster...
Gateway Security Won’t Be Enough for MCP-Powered AI
As AI agents connect to enterprise tools via MCP, gateway-based security may fail. Here’s why policy enforcement must move to the...
Fish Audio’s S2-Pro Brings Emotion Tags to Text-to-Speech
Fish Audio’s S2-Pro is a multilingual text-to-speech model with inline emotion tags, low-latency streaming, and production-ready v...
This 4B Safety Model Classifies AI Content as Safe, Unsafe, or Controversial
qwen3guard-gen-4b is a compact 4B moderation model that classifies content across 119 languages as Safe, Unsafe, or Controversial.
Phase 2 Calibration: Fixing Gating and Reward Scoring Together
Why per-category OOD thresholds and reward normalization were critical to Phase 2 calibration, routing stability, and reliable dow...
Why CIC Private Debt’s Risk Hire Matters More Than It Looks
CIC Private Debt’s new risk hire signals how private credit firms are preparing for a tougher cycle where operations may matter as...
US SEC Chair Paul Atkins Confirms Tokenization Innovation Exemption Timeline ami...
The US SEC Chair Paul Atkins said the long-awaited innovation exemption for tokenization could arrive in the next few weeks. It co...
Bitget Launches UEX Switch Campaign to Expand Crypto Trading Access
Bitget launched the UEX Switch Campaign globally, targeting traders using fragmented platforms across markets. The campaign introd...
Circle Could Reach $75B by 2030 Despite Stablecoin Yield Concerns, Says Bitwise...
Bitwise CIO Matt Hougan said today that Circle could reach a $75 billion valuation by 2030. He outlined the estimate using conserv...
