The claims (vague as they are) are implausible — bandwidth and computation in production models are such that 20x+ improvements and 99% energy savings are just not on the table. There are plenty of improvements available, but none that go that far. Rather than just dueling
SUSTAINABILITY
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Building Resilient Supply Chains Through Innovation and Sustainability
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Building resilience in supply chains requires adapting to global disruptions through innovation, sustainability, and new business strategies that balance efficiency, resource availability, and workforce evolution in an increasingly uncertain environment. Microblog by @antgrasso
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Meta and ConservationX Launch SA-FARI Animal Dataset for Global Conservation
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We partnered with @ConservationX to build the SA-FARI dataset with 10,000+ annotated videos including over 100 species of animals. We’re sharing this dataset to help with conservation efforts around the globe. Find it here:
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European AI Model Sustainability Challenges Debate
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“Just let America be America and Europe be Europe”, say Europeans, not realizing that their model is unsustainable.
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AI Transforms Indian Agriculture: Summit Opportunities Ahead
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Gear up for STPI Nagpur's Pre-Summit event on 'Transforming Indian Agriculture through AI: Opportunities and Challenges” Global innovators,
Join India’s biggest AI revolution by being a part of 'Paving the Path to India-AI Impact Summit 2026' hosted by STPI Nagpur at -
AI Transforming Energy Production Management and Consumption
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AI is transforming how we produce, manage, and consume energy — and your work could help shape what comes next. Share your innovations for the ‘Casebook on the Real-World Impact of AI in Energy’, by IndiaAI and IEA. The submission window has been extended, giving you more room
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AI Solutions for Gender Equality in Global South
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Is your AI solution shifting real-world outcomes for women and marginalised communities? MeitY and UN Women are curating the ‘Gender & AI Compendium: Top AI Solutions from the Global South’, a collection of powerful innovations advancing gender equality. Show how your work is
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AI Energy Solutions Casebook Submission Deadline November 2025
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If you're developing impactful AI solutions for the energy domain, now is the time to showcase them. Submit an abstract for the ‘Casebook on the Real-World Impact of AI in Energy’, by IndiaAI and IEA. Last date to apply: November 21, 2025 Submit now: https://
impact.indiaai.gov.in/events/iea -
The computational cost challenge of large k values in pruning
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The only caveat: 32 is still crazy large. And if you use the k=100 before pruning, that's 100x more compute!
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AI Forecasting Forest Futures: From Loss Counting to Risk Prediction
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Forecasting the future of forests with AI: From counting losses to predicting risk
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @HaroldSinnott @fogoros @iainljbrown @NandoDF @katecrawford @drhassanrashidi @YuHelenYu