Episode publish date
December 31, 2025 9:00 AM (UTC)
Last edit date
Jan 5, 2026 5:19 PM
Last snip date
January 5, 2026 5:18 PM (UTC)
Last sync date
January 5, 2026 5:19 PM (UTC)
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XTraw AI: Machine Learning and AI Applications
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17
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Your snips
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[00:22] AI Turned Operational In 2025
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[05:42] Infrastructure Shifted From GPUs To Power
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[09:01] Reasoning Models And Test-Time Scaling
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[12:44] Open Models And Specialization Rose Fast
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[20:41] Inference Became The Bottleneck
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[23:44] Bubble Talk Met Positive ROI Realities
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[30:49] Agents Became An Operating Model
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[32:55] Hardware Advances And Vertical Models
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[37:07] Google's Q4 Comeback
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[49:33] Design For Agents First
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[51:24] Agents Will Run Longer Workflows
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[54:16] Edge And Wearables Will Personalize Agents
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[56:09] Prioritize An Energy-First AI Strategy
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[59:44] Orchestration, Not Just Models, Wins
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[01:02:06] Charge Enterprise Prices For Agents
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[01:04:28] Purpose And Fitness Will Matter More
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