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Source channel @githubtrending · Post #15110 · Sep 1

#other Cognitive load is the mental effort needed to understand and work with code. Since our brain can only hold about four pieces of information at once, complex code with many conditions, deep inheritance, or too many small modules increases this load, making it harder to understand and maintain. To reduce cognitive load, use clear, meaningful variable names, prefer composition over inheritance, avoid too many tiny modules, and keep interfaces simple. Also, avoid excessive abstractions, tight coupling with frameworks, and overly complex architectures. Lower cognitive load helps you and your team understand code faster, reduce bugs, and be more productive. https://github.com/zakirullin/cognitive-load

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AI & Law

@ai_and_law · Post #178 · 12/01/2023, 08:04 AM

US: FTC Empowered in AI Oversight Move Hello, everybody! In a unanimous vote, the US Federal Trade Commission (FTC) has granted itself authority to demand documents in investigations of products and services claiming AI use. The decision allows the issuance of civil investigative demands (CIDs) during probes into corporate AI activities, streamlining the investigative process. This power, effective for a decade, aims to expedite investigations amid the growing role of AI in trade regulation cases. The FTC highlights the potential for AI to be misused for fraud, deception, privacy infringements, and unfair practices, necessitating robust oversight. As part of its heightened interest in AI, the FTC has initiated the "FTC Voice Cloning Challenge" to combat voice deepfakes. With a $25,000 prize for winning ideas, the challenge seeks multidisciplinary approaches to detect AI-generated audio. This move reflects the FTC's commitment to addressing the abuse of AI algorithms that mimic voices for fraudulent activities, such as unauthorized access to sensitive information or extortion scams. The challenge aims to encourage innovation while warning of potential regulatory actions if effective solutions don't emerge. #AIandLaw#FTC#AIOversight#VoiceCloningChallenge