Knowledge distillation is indeed one of the methods that can create expert child AIs. Regarding Graph Neural Networks (GNNs), they can be compared—though not identical—to approaches where the parent AI queries child AIs, which also resembles a Mixture of Experts (MoE) model.
SAFETY
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Watermarking and Detection Research for Gen AI Safety
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Important research on watermarking and detection to improve safety, and responsible use and deployment, in Gen AI.
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Future capabilities and control challenges of GPT-5
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Ah, I expect that GPT-5 will fix it But there will be still loads of questions on how to control it. I can also easily imagine that this is one of the pre elections measures.
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Church-Turing Thesis: Limits of Computable Concepts
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Everything that can be described without contradictions is within Church/Turing. Positing the existence of something that cannot be conceptualized or implemented makes no sense, because you are literally pointing at something meaningless.
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Understanding Technological Unemployment and Workforce Adaptation
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Understanding Technological Unemployment in 60 Seconds In today's quick dive, we're tackling a critical issue of our times: #TechnologicalUnemployment. https://
youtube.com/watch?v=eQiLSl
Q15W0
… #FutureOfWork #AIJobs #WorkforceAdaptation #FutureWork -
Reality Possibility Versus Proof: Evidence-Based Confidence
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reality is in the domain of the possible, not the proven, but confidence must match evidence
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Evil Inversion Beyond Alternate Conceptions of Goodness
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The sages disagree on this question, but it seems to me that not only the absence of goodness but also its inversion exists, in ways that are not simply directed on an alternate conception of goodness or how to achieve it
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Superstition Versus Epistemology: Knowledge Models and Confidence
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Superstition is belief that violates epistemology, it erases the boundary between knowledge and fantasy. It is generally necessary to maintain effective models in the absence of available rational justification. Such models deserve no confidence in their factuality though.
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Sentient Multimind Entities: Beyond Individual Psychological Models
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It seems that you think we must be talking about personal psychological afflictions but everyone else is talking about sentient multimind entities.
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AI Competence: How confident should we be in AI answers?
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how confident are you that you are competent to give such an answer?