#Machine Learning

A new class action lawsuit in Ontario highlights how AI risk-assessment tools can codify systemic racism, raising significant concerns for the future of automated decision-making in both judicial and financial systems.

The shift from the "Model Era" to the "Implementation Era" marks a move toward high-moat infrastructure layers that bridge the gap between raw LLM capabilities and enterprise utility.

Prime Intellect has raised $130 million in Series A funding to build the infrastructure necessary for enterprises to move from simple LLM chat interfaces to autonomous, multi-step agentic workflows.

Etched’s $5 billion valuation and $1 billion in booked contracts signal a critical shift from general-purpose GPUs to domain-specific ASICs for LLM inference.

Fika Jobs has secured $4 million in funding to build a "behavioral-first" platform that replaces static resumes with interactive AI-driven video interviews, aimed at eliminating screening bottlenecks and identifying core competencies through multimodal analysis.

AI is revolutionizing cryptocurrency security by shifting the defense model from reactive manual monitoring to proactive, automated protection that detects threats like sandwich attacks and smart contract bugs in real-time.