What’s one thing you’d like AI to be able to do, but it can’t yet?
TECHNOLOGY
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Precision-RL: BF16 to FP16 Switch Boosts Convergence
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10. Precision-RL Reveals that simply switching from BF16 to FP16 precision virtually eliminates this mismatch – achieving faster convergence, higher stability, and superior performance across diverse models, frameworks, and algorithms.
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Kimi Linear: Hybrid Attention Architecture Reduces KV Cache 75%
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9. Kimi Linear Kimi Linear introduces a hybrid linear attention architecture combining Kimi Delta Attention (KDA) with periodic full attention layers at a 3:1 ratio, achieving superior performance over full attention while reducing KV cache by 75% and delivering 6× faster
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Yann LeCun’s 1998 Gradient-Based Deep Learning Paper Milestone
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#otd in 1998 Yann LeCun submitted a paper on “gradient-based” deep learning for document recognition. It took more than a decade before the world finally warmed to neural networks: https://
bit.ly/3EzX9FD First image v/Erik Tanner & WIRED -
Seven AI Opportunities to Transform the World Positively
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7 Great AI Hopes That Could Change The World Beyond caution and risk, there are powerful, positive possibilities for AI—from improving lives to enabling new forms of collaboration and creativity. Read more https://
bernardmarr.com/7-great-ai-hop
es-that-could-change-the-world/
… #AIforGood #FutureTech #PossibilityMindset -
Mathematics and Science Enter an Exciting New Era
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it’s an exciting time for mathematics (and science broadly)!
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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.