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How to Classify Documents in C#

A functional automated document processing pipeline typically needs to know what type of document it’s dealing with before it can do anything useful with it. The extraction logic that determines when it’s dealing with an invoice, for example, is different from the extraction logic for a tax form, and the routing rules for a contract are clearly different from those for an ID document. Classification is what makes downstream automation possible when there are multiple unique input types. Building

Helping build shared standards for advanced AI

OpenAI helps build shared standards for advanced AI, supporting evaluation frameworks, safety practices, and global cooperation through the Appia Foundation.

Eight-Year-Old Samsung KNOX Flaw Exposed Millions of Galaxy Devices to Kernel Attacks

The high-severity use-after-free vulnerability in Samsung's KNOX security framework affected Android-powered Galaxy devices from the S9 through S25. The post Eight-Year-Old Samsung KNOX Flaw Exposed Millions of Galaxy Devices to Kernel Attacks appeared first on SecurityWeek.

Fika Jobs raises $4M to build a video-first hiring platform where AI agents interview candidates

Stockholm-based startup Fika Jobs is building a video-first hiring platform that combines AI interview agents with short-form video profiles, creating something that feels like a cross between LinkedIn and TikTok.

Build real agentic apps using CUGA: two dozen working examples on a lightweight harness

CISO Conversations: Carl Froggett – Combining CISO and CIO at Deep Instinct

Carl Froggett combines CISO and CIO. He currently occupies both positions at Deep Instinct. Before then, he was CISO at Citi for almost 17 years. The post CISO Conversations: Carl Froggett – Combining CISO and CIO at Deep Instinct appeared first on SecurityWeek.

The "Bizarre Headgear" exhibit at the Sam Noble museum

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FortiBleed Attackers Turn Firewalls Into Credential Stealers as Heists Persist

The threat actors engineered a Golang-based sniffer to target 430,000 FortiGate firewalls and identify 110 million credentials in the ongoing global campaign.