it’s an exciting time for mathematics (and science broadly)!
TECHNOLOGY
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SWE-1.5 Model Architecture: Base Model, RL Training, Inference
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How @cognition /
@windsurf new SWE-1.5 model was built (probably), based on piecing together bits of information that was shared. Base model by: @Zai_org possibly GLM-4.6
RL Training: @nvidia on 'thousands' GB200 NVL72
Inference: @cerebras at 950 tks/sec -
Axelera’s Edge AI Breakthrough Cuts Energy Consumption Dramatically
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Edge AI stuck? Market grows 21.7%, but pilots flop.
Axelera's game-changer: Arch for AI workloads slashes energy on matrix ops. 900 FPS, multi-cam factories, 4K traffic AI without budget bust.
Read more: https://
eu1.hubs.ly/H0pfqzH0
#AIBeyondTheEdge #TechInnovation -
ADIPEC 2025: Global Energy Summit Unites Leaders in Abu Dhabi
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The world meets in Abu Dhabi for #ADIPEC2025, 3–6 Nov. 205K+ attendees, 250+ CEOs & 45 ministers. AI, robotics & low-carbon innovation driving change. Where Energy. Intelligence. Impact. come together. http://
adipec.com | @ADIPEC_Official -
Knowledge as Economic Resource: Unique Information Drives Wealth Creation
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Knowledge lets you turn any resource (commodities, computers, labor, money) into products, services, investments. Obviously, unique knowledge is better than widely dispersed knowledge. But it’s knowledge that makes us wealthier than cavemen, who had as much time and physicality.
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Knowledge as Market Value: Building Unique Skills
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Knowledge is the biggest component. Without knowledge, we’re just monkeys scribbling in the dirt. Unique / specific knowledge with market value is worth even more.
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Axelera AI Ranked #27 in Sifted European AI 100
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Honored to be ranked #27 in the 2025 Sifted AI 100, celebrating Europe’s top AI startups. Proud to stand with innovators shaping the future of AI. Thank you to @Siftedeu and our team at Axelera AI for this milestone. #AI #Innovation
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AI bubble built on labor substitution, not speculation
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The dot com bubble was built on speculation; this is built on substitution. AI replaces labor, not just habits. You could ignore websites in 2000. You can’t ignore tools that replace 50% of white-collar work. Market correction? Maybe. Bubble? No way.
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AI and the End of Human Work: What Is Our Value?
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Fin du travail humain.
— Stephane Mallard (@StephaneMallard) 29 octobre 2025
Fin de la rareté.
Fin des maladies.
Immortalité.
Conquête spatiale.
Compréhension du cerveau et de la nature de la réalité.
Nous changeons de civilisation.
Quelle sera notre valeur ajoutée ? https://t.co/MiX0Y159VNFin du travail humain. Fin de la rareté. Fin des maladies. Immortalité. Conquête spatiale. Compréhension du cerveau et de la nature de la réalité. Nous changeons de civilisation. Quelle sera notre valeur ajoutée ?
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GPUs Prove Critical to AI Development Success
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In hindsight the importance of GPUs for AI was something we really got right!