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Factify’s $73M Bet: Turning Static PDFs Into Intelligent, API‑Like Documents

For most enterprises, the humble PDF or .docx file is still the backbone of daily work: contracts, investment memos, policies, filings, HR paperwork. Yet for AI systems and compliance teams, these same files are frequently black boxes—opaque, hard to govern,… Read More »Factify’s $73M Bet: Turning Static PDFs Into Intelligent, API‑Like Documents

Stanford and Nvidia’s Test-Time Training Breakthrough Promises Long-Memory AI Without Costly Full Attention

As enterprises push AI agents to read entire knowledge bases, ticket histories, and multi-day log streams, they are running into an uncomfortable wall: the cost of attention grows quickly with context length. A new method from Stanford University and Nvidia,… Read More »Stanford and Nvidia’s Test-Time Training Breakthrough Promises Long-Memory AI Without Costly Full Attention