Every enterprise will have its own model-harness-sandbox-eval flywheel with token value per watt optimization. This is the future. Simple reason: tacit knowledge about the domain and customers and their workflows that the company uniquely understands and has built trust around.
SUSTAINABILITY
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PantryAgent connects pantry, meals, and grocery list to reduce waste
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4. PantryAgent: Helps you connect your pantry, meals, and grocery list into one system so all food gets used before it gets thrown out. The team generated their entire demo video with the Pika MCP.
— Pika (@pika_labs) 26 juin 2026
Team: Paul Jiang, Yuxuan Jiang, Tianjun Li, Elaine Zhu pic.twitter.com/AEQTR7AXBT4. PantryAgent: Helps you connect your pantry, meals, and grocery list into one system so all food gets used before it gets thrown out. The team generated their entire demo video with the Pika MCP. Team: Paul Jiang, Yuxuan Jiang, Tianjun Li, Elaine Zhu
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The defining metric of the 21st century: Intelligence per watt
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The defining metric of the 21st century is Intelligence per watt. (IPW)
— Nina Schick (@NinaDSchick) 26 juin 2026
The throughput of Intelligence divided by the power consumed to produce it. pic.twitter.com/wcixNgdA3UThe defining metric of the 21st century is Intelligence per watt. (IPW) The throughput of Intelligence divided by the power consumed to produce it.
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AI diffusion model discovers Big Mac and creates optimized burgers
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Finally, AI finds its ultimate uncontroversial use. A diffusion model trained on burger recipes "discovers the classic Big Mac without explicit supervision and generates novel burgers optimized for deliciousness, sustainability, or nutrition." ASI= automated slider intelligence
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Heterogeneous disaggregated inference is the future of AI
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Training builds models. Inference builds businesses. At @deeptechweek SF, our Chief Product & Strategy Officer Abhi Ingle shared why heterogeneous, disaggregated inference is the future of AI, and why "more intelligence per joule" is the metric that matters. @LipBuTan1
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Generative AI Designs Optimal Burger for Taste, Nutrition, and Environment
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Generative AI design of the best burger for its taste, nutrition, and for the environment
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Balancing AI Progress with Responsible Governance for Sustainable Innovation
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Indeed, fear is often present when any significant change occurs. Yet, the question we should be asking is how to balance rapid AI advancement with responsible governance. Progress and caution must go hand in hand for sustainable innovation.
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Forty years of wrong energy forecasts due to Industrial Intelligence scale
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For forty years, every major energy forecast has been wrong.
— Nina Schick (@NinaDSchick) 25 juin 2026
We failed to grasp the scale of Industrial Intelligence: what it really takes to build, power, and keep a general intelligence “on” as a permanent utility that permeates the entire economy.
You see this now in the… pic.twitter.com/p2QxNXHgslFor forty years, every major energy forecast has been wrong. We failed to grasp the scale of Industrial Intelligence: what it really takes to build, power, and keep a general intelligence “on” as a permanent utility that permeates the entire economy. You see this now in the
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AI for citizen-centric rural public services
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How can AI make rural public services more citizen-centric? At the Workshop on Leveraging AI for Rural Development, experts discussed the role of AI in improving service delivery, enhancing social protection programmes, and ensuring greater accessibility for rural citizens. The
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AI cost approaching zero with space solar energy
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this is the real thing, but also shows how we’re accelerating toward a cost of running AI that is close to zero or the cost of energy, and if it’s solar energy, then very very very cheap. Sun always shine in space. there is a reason we wanna build stuff up there and beam down