Orion Security Launches AI-Powered Data Protection Platform
Orion Security has emerged from stealth mode with a $6 million seed funding round, announced in a press release. The funding was led by Pico Partners and FXP, with participation from Underscore VC and cybersecurity leaders. The company aims to secure enterprise data from insider threats using generative AI.
The platform automates data loss prevention by leveraging AI to understand and map business processes, addressing a critical challenge for modern enterprises. Orion's approach allows it to distinguish between legitimate business activities and potential data theft or exposure, whether intentional or accidental.
Founded by CEO Nitay Milner and CTO Yonatan Kreiner, Orion Security connects to an organization's cloud services, browsers, and devices to map data movement. Its Indicators of Leakage engine uses proprietary reasoning models to analyze data patterns, detecting potential breaches while integrating with existing security tools.
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Whitepaper
Tensordyne Napier: What If One Rack Could Do the Work of Nine?
Tensordyne
This Tensordyne whitepaper presents Napier, an inference-focused AI processor and rack-scale system based on the company’s TDN Math logarithmic number system. It examines infrastructure requirements for large mixture-of-experts and agentic models, compares major inference architecture approaches, and details the TDN AIP processor, TDN72 pod, TDN Link fabric, and Napier Ultra configuration. The paper reports simulation-based performance, cost, and accuracy-validation results, including Tensordyne’s projected comparison of one Napier rack with a nine-rack Nvidia Rubin plus Groq deployment; the chip is reported as taped out and in fabrication.
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