Vibhor Kumar
PulseAugur coverage of Vibhor Kumar — every cluster mentioning Vibhor Kumar across labs, papers, and developer communities, ranked by signal.
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AI Governance Must Address System Authority Beyond Model Capability
As AI systems evolve from providing answers to taking actions, enterprises face new governance challenges that extend beyond model capabilities. A key concern is the distinction between a model's intelligence and the sy…
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Businesses must justify immersive tech investments by focusing on cost reduction and utility
Evaluating the business value of immersive technologies requires businesses to look beyond novelty and focus on tangible benefits. Key questions include whether the experience reduces customer costs, meaningfully improv…
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Tech leaders urged to prioritize flexibility over current AI dominance
Technology executive Vibhor Kumar argues that the most costly technology decisions are not immediate purchases, but rather the long-term dependencies that accumulate over time. He emphasizes that AI models and architect…
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AI education frameworks focus on building trust and critical thinking skills
Educators are developing frameworks and skills to help students develop calibrated trust in AI systems. One approach, ICE-T, integrates representational modes, computational thinking, and explanatory processes to foster…