This is exactly it. The approval loop is the entire product. Nobody cares how powerful your agent is if they're scared to let it run unsupervised. Human-in-the-loop isn't a limitation, it's the feature.
SAFETY
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Responsible AI Scaling: Kunal Walia on Sustainability
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#AIImpactSummitInsights | At the #IndiaAIImpactSummit2026, Kunal Walia, Partner at Dalberg Advisors, brought a crucial perspective to the global AI conversation:
— IndiaAI (@OfficialINDIAai) 24 mars 2026
As AI scales, the question is no longer just how fast, but how responsibly and sustainably.
From launching a… pic.twitter.com/EipAgNgbmi#AIImpactSummitInsights | At the #IndiaAIImpactSummit2026, Kunal Walia, Partner at Dalberg Advisors, brought a crucial perspective to the global AI conversation: As AI scales, the question is no longer just how fast, but how responsibly and sustainably. From launching a
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AGI is already here but not as expected
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𝗔𝗚𝗜 𝗶𝘀 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗵𝗲𝗿𝗲. 𝗕𝘂𝘁 𝗻𝗼𝘁 𝗶𝗻 𝘁𝗵𝗲 𝘄𝗮𝘆 𝗺𝗼𝘀𝘁 𝗽𝗲𝗼𝗽𝗹𝗲 𝗮𝗿𝗲 𝗹𝗼𝗼𝗸𝗶𝗻𝗴 𝗳𝗼𝗿 𝗶𝘁.
— Pascal Bornet (@pascal_bornet) 24 mars 2026
For years, AGI has been treated as a scientific milestone.
Something that would arrive when AI reaches human-level intelligence across all domains.… pic.twitter.com/4tZYpaMGNp𝗔𝗚𝗜 𝗶𝘀 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗵𝗲𝗿𝗲. 𝗕𝘂𝘁 𝗻𝗼𝘁 𝗶𝗻 𝘁𝗵𝗲 𝘄𝗮𝘆 𝗺𝗼𝘀𝘁 𝗽𝗲𝗼𝗽𝗹𝗲 𝗮𝗿𝗲 𝗹𝗼𝗼𝗸𝗶𝗻𝗴 𝗳𝗼𝗿 𝗶𝘁. For years, AGI has been treated as a scientific milestone. Something that would arrive when AI reaches human-level intelligence across all domains.
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AGI testbeds must be i.i.d. samples
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If your testbeds aren't i.i.d. samples from the space of AGI-relevant testbeds, performance on them is not an indication of AGI capability.
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Geoffrey Hinton Warns AI Companies Prioritize Profit Over Safety
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Godfather of AI Says Tech Companies Are Not Concerned with AI’s Long Term Outlook or the Future of Humanity. They Are Focused on Fast Money Instead Chasing It at Full Speed! @geoffreyhinton #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats
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AI Mistakes: Historical Context and Accountability Debate
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Because mistakes never happened before we had AI, you are absolutely right.
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Anthropic Court Case Freezes Pentagon Supply-Chain Risk Designation
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Today's @BigTechnology newsletter maps out what to expect and what's at stake when @AnthropicAI makes its case in court tomorrow to freeze the Pentagon's supply-chain risk designation. Catholic theologians, retired generals, former judges and AI rivals are all on Anthropic's
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Large-Scale Online Deanonymization Using LLMs Research
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Large-scale online deanonymization with LLMs Lermen et al.: https://
arxiv.org/abs/2602.16800 #ArtificialIntelligence #AIAgents -
Large-scale deanonymization attacks using language models
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Large-scale online deanonymization with LLMs Lermen et al.: https://
arxiv.org/abs/2602.16800 #ArtificialIntelligence #AIAgents