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0:50ENMatthew Berman on Using Idle Computers for AI InferenceMatthew Berman · Forward FutureBerman points to Darkbloom as a way to put spare computing capacity to work on AI models, while raising the question of how far distributed inference can go.
17:56ENChildren, AI Sycophancy and Environmental Trade-offsMatthew Berman · Forward FutureMatthew Berman discusses a parent’s objections to a child using AI, then weighs supervised learning, chatbot reliability and data-center impacts.
9:41ENAI News in December 2025: Devstral 2, Agent Standards and Data-Center PowerMatthew Berman · Forward FutureMatthew Berman discusses model-release predictions, open agent infrastructure and ideas for powering terrestrial and space-based computing.
14:07ENInside Cerebras’s Oklahoma City AI Data CenterMatthew Berman, Andrew Feldman, Billy Wooten · Forward FutureMatthew Berman tours the facility with Cerebras CEO Andrew Feldman and Scale Data Centers COO Billy Wooten, exploring wafer-scale chips, liquid cooling and backup power. Their performance and expansion figures are presented as company claims from 2025.
15:43ENHow AI Data Centers Work: Power, Cooling and Community TradeoffsMatthew Berman · Forward FutureMatthew Berman explains the physical infrastructure behind AI prompts, from accelerator racks and backup power to water use and local planning.
0:59ENSatya Nadella on AI's Energy Use and Social PermissionMatthew Berman, Satya Nadella · Forward FutureIn a short interview excerpt, Microsoft's CEO argues that the technology industry must deliver broad benefits as its energy demand grows.
0:36ENHow Much Electricity Will AI Data Centers Use?Matthew Berman, Eric Schmidt · Forward FutureMatthew Berman highlights Eric Schmidt's congressional testimony and asks about AI's power demand. The dramatic 99% figure lacks a specified time frame and geographic scope in the quoted testimony.
1:00ENAI Growth and the Pressure on Electricity InfrastructureMatthew Berman · Forward FutureMatthew Berman considers how the power demands of AI and data centers could affect grids, emissions and competition for resources.
21:48ENVinod Khosla’s 12 Predictions for Technology and AbundanceMatthew Berman · Forward FutureMatthew Berman responds to a venture capitalist’s vision for 2035–2049, from AI expertise and robots to transportation, energy and climate technology.
12:37ENThe Reported Stargate Supercomputer and AI’s Compute BottleneckMatthew Berman, Sam Altman, Elon Musk · Forward FutureIn April 2024, Matthew Berman examines a reported Microsoft–OpenAI data-center proposal and argues that chips and electricity could shape the AI industry.
15:58ENElon Musk on Self-Driving, AI Compute and Electricity ConstraintsElon Musk, Matthew Berman · TeslaA 2024 Bosch interview and Matthew Berman’s commentary explore autonomous vehicles, robots and the infrastructure needed for AI.









