Tag: AI Governance
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Superalignment: Everything You Need to Know for AI Safety
The promise of artificial superintelligence is intoxicating systems that outthink humanity across every domain, solving intractable problems in moments. But here’s the sobering reality: if today’s alignment techniques buckle under superhuman capabilities, who or what ensures these machines serve human intent rather than subvert it? Superalignment steps in as the answer, defined as the…
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Superalignment in Practice: How Enterprises Can Keep Advanced AI Aligned and Under Control
The emergence of advanced AI systems is forcing enterprises to confront a central question: can highly capable AI be reliably aligned with human and organizational values while remaining under robust human control? Superalignment is an emerging discipline focused on answering that question at scale before AI systems reach or surpass human-level general intelligence. For technology…
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TikTok’s Regulatory Reprieve Masks a Deeper AI Security Crisis: Why Data Localization Fails Against Model Vulnerabilities
Most coverage of TikTok’s latest regulatory reprieve casts it as a straightforward victory for ByteDance a sidestep of national security fears through economic muscle and innovation appeals. This view ignores the operational truth: with AI driving platforms like TikTok’s recommendation engine, the real challenge for regulators and enterprises lies not merely in data access, but…
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Why the AI Dystopia Narrative Is Losing Ground to Pragmatic Realities
The fear is palpable: AI as harbinger of doom—robots in revolt, jobs vanishing, societies crumbling—still grips headlines and policy rooms. Yet this narrative jars against mounting evidence from the field: AI integrating into economies and workflows, delivering tangible productivity boosts under regulatory scrutiny and competitive strategies that favor mastery over mayhem. Major players—the United States,…