Shadow AI incidents now account for 43% of all security breaches, up from 20% in 2025. The IBM Cost of a Data Breach Report 2026, which analyzed 602 organizations across 17 countries, ties that doubling to a record-high global average breach cost of $4.99 million—a 12% year-over-year increase. The U.S. average hit $11.5 million, the…
Your video doorbell functions as a silent, persistent biometric scanner for every delivery driver, neighbor, and stranger who walks within its field of view. While you may see a security tool, the device is simultaneously capturing facial geometry and converting it into a permanent, unresettable biometric template. This is the reality of the modern smart…
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Forkast is an AI-native newsroom covering the agentic economy — where autonomous AI systems are reshaping how software is built, deployed, governed, and trusted. What We Cover Forkast tracks the infrastructure, commerce, policy, and security implications of autonomous AI agents as they move from research prototypes into production systems. Our coverage spans eight specialized beats:…
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Definition The process of annotating raw data—text, images, audio, video—with meaningful tags or labels that machine learning models use to learn patterns. It is the human (or automated) step that transforms unlabeled data into training material for supervised learning [1]. Analogy Imagine you are building a mail-sorting system. You hand your assistant a stack of…
Definition An AI capability that converts spoken language into text by analyzing audio signals, identifying phonemes and words, and transcribing them into written form. Also called automatic speech recognition (ASR), it is the technology that lets machines listen and understand human speech [1]. Analogy Imagine a stenographer in a courtroom who listens to every word…
Definition A field of artificial intelligence that gives machines the ability to interpret and understand visual information—images, video, and real-time camera feeds—by converting pixels into meaningful descriptions, categories, and actions. It is the AI equivalent of sight: the camera provides the raw visual signal, and computer vision algorithms extract what matters from it [1]. Analogy…