AI Risk Part 2 Timestamps: Navigating the White House Executive Order on Safe AI
[0:00] US Executive Order on AI Safety Introduction to the US White House executive order on safe, secure, and trustworthy AI from October 2023, highlighting reporting requirements for models using significant computing power. [2:00] Deepfakes and Misinformation Risks Examples of deepfake technology creating fake videos of public figures like Obama and Ukrainian leaders, and its penetration into Indian contexts with fraudulent calls and videos. [4:00] AI Bias in Facial Recognition and War Discussion of coded bias in facial recognition systems, the first AI war claimed by Israel, and the weaponization of AI in defense contexts. [6:00] Autonomous Vehicle Errors and Accidents Personal experience with driverless cars and examples of accidents involving Waymo and Tesla vehicles due to algorithmic errors and corner cases. [8:00] AI Misalignment and Rogue Systems Definition of the alignment problem, examples of misaligned AI like the DPD chatbot swearing at customers, and the Chaos GPT experiment aiming to manipulate humanity. [10:00] Bias in Vision Models and Image Generation Examples of bias in AI image generation, including DALL-E's stereotypical depiction of an Indian person and Gemini's over-correction in generating diverse images. [12:00] Taxonomy of AI Risks: Malicious Use Categorization of AI risks including malicious use for bioterrorism, propaganda, cyber attacks, and concentration of power leading to inequality. [14:00] Solutions for AI Risk Mitigation Proposed solutions for malicious use such as restricting access to dangerous models, anomaly detection, and holding developers liable for harms.
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