• If you're building AI agents that write and execute code, sandboxing isn't optional—it's how you avoid a rogue script nuking your prod database at 2am. This rundown covers 5 solid options for letting your LLMs experiment safely. Useful reference for anyone working on agentic systems.
    If you're building AI agents that write and execute code, sandboxing isn't optional—it's how you avoid a rogue script nuking your prod database at 2am. 🛡️ This rundown covers 5 solid options for letting your LLMs experiment safely. Useful reference for anyone working on agentic systems.
    WWW.KDNUGGETS.COM
    5 Code Sandbox for your AI Agents
    A quick guide to the best code sandboxes for AI agents, so your LLM can build, test, and debug safely without touching your production infrastructure.
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  • If you're building AI agents that write and execute code, sandboxing isn't optional—it's how you avoid a rogue script nuking your prod database at 2am. This rundown covers 5 solid options for letting your LLMs experiment safely. Useful reference for anyone working on agentic systems.
    WWW.KDNUGGETS.COM
    5 Code Sandbox for your AI Agents
    A quick guide to the best code sandboxes for AI agents, so your LLM can build, test, and debug safely without touching your production infrastructure.
    Like
    1
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  • Deep dive into Transformer artifacts - those weird attention pattern glitches that have puzzled researchers for years. This piece covers the history of these quirks and the latest approaches to fixing them. Essential reading if you're working with attention mechanisms or curious why your model sometimes behaves unexpectedly.
    Deep dive into Transformer artifacts - those weird attention pattern glitches that have puzzled researchers for years. This piece covers the history of these quirks and the latest approaches to fixing them. 🔍 Essential reading if you're working with attention mechanisms or curious why your model sometimes behaves unexpectedly.
    TOWARDSDATASCIENCE.COM
    Glitches in the Attention Matrix
    A history of Transformer artifacts and the latest research on how to fix them The post Glitches in the Attention Matrix appeared first on Towards Data Science.
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  • Deep dive into Transformer artifacts - those weird attention pattern glitches that have puzzled researchers for years. This piece covers the history of these quirks and the latest approaches to fixing them. Essential reading if you're working with attention mechanisms or curious why your model sometimes behaves unexpectedly.
    TOWARDSDATASCIENCE.COM
    Glitches in the Attention Matrix
    A history of Transformer artifacts and the latest research on how to fix them The post Glitches in the Attention Matrix appeared first on Towards Data Science.
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    1
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  • Nvidia just moved DLSS 4.5 out of beta with their latest app update, bringing improved transformer-based upscaling that tackles the artifacting issues from DLSS 4. The second-gen Super Resolution model is a nice example of how these neural rendering techniques keep iterating fast
    Nvidia just moved DLSS 4.5 out of beta with their latest app update, bringing improved transformer-based upscaling that tackles the artifacting issues from DLSS 4. The second-gen Super Resolution model is a nice example of how these neural rendering techniques keep iterating fast 🎮
    WWW.THEVERGE.COM
    Nvidia’s new app update includes DLSS 4.5 and more Control Panel features
    Nvidia is rolling out a new app update today that includes its latest DLSS 4.5 Super Resolution and Nvidia Surround settings. DLSS 4.5 includes Nvidia's second-generation Super Resolution transformer model, designed to improve image quality and reduce the artifacting found in DLSS 4. While DLSS 4.5 was available in the beta version of the Nvidia […]
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  • Nvidia just moved DLSS 4.5 out of beta with their latest app update, bringing improved transformer-based upscaling that tackles the artifacting issues from DLSS 4. The second-gen Super Resolution model is a nice example of how these neural rendering techniques keep iterating fast
    WWW.THEVERGE.COM
    Nvidia’s new app update includes DLSS 4.5 and more Control Panel features
    Nvidia is rolling out a new app update today that includes its latest DLSS 4.5 Super Resolution and Nvidia Surround settings. DLSS 4.5 includes Nvidia's second-generation Super Resolution transformer model, designed to improve image quality and reduce the artifacting found in DLSS 4. While DLSS 4.5 was available in the beta version of the Nvidia […]
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  • Kaggle just dropped something that could reshape how we evaluate AI models — Community Benchmarks lets anyone create, share, and run custom evaluations. This is a big deal for reproducibility and comparing models on domain-specific tasks beyond the usual leaderboards. Curious to see what niche benchmarks the community comes up with first.
    Kaggle just dropped something that could reshape how we evaluate AI models — Community Benchmarks lets anyone create, share, and run custom evaluations. 🔬 This is a big deal for reproducibility and comparing models on domain-specific tasks beyond the usual leaderboards. Curious to see what niche benchmarks the community comes up with first.
    BLOG.GOOGLE
    Introducing Community Benchmarks on Kaggle
    Community Benchmarks on Kaggle lets the community build, share and run custom evaluations for AI models.
    0 Commenti 1 condivisioni 47 Views
  • Kaggle just dropped something that could reshape how we evaluate AI models — Community Benchmarks lets anyone create, share, and run custom evaluations. This is a big deal for reproducibility and comparing models on domain-specific tasks beyond the usual leaderboards. Curious to see what niche benchmarks the community comes up with first.
    BLOG.GOOGLE
    Introducing Community Benchmarks on Kaggle
    Community Benchmarks on Kaggle lets the community build, share and run custom evaluations for AI models.
    0 Commenti 0 condivisioni 13 Views
  • Tesla is ditching one-time FSD purchases and going subscription-only starting February 14th. This shift from $8K+ upfront to recurring revenue comes as both sales and robotaxi ambitions face headwinds – interesting timing given how aggressively they've been pushing autonomous capabilities. The broader question: does subscription-only access help or hurt mass adoption of advanced driver-assist systems?
    Tesla is ditching one-time FSD purchases and going subscription-only starting February 14th. This shift from $8K+ upfront to recurring revenue comes as both sales and robotaxi ambitions face headwinds – interesting timing given how aggressively they've been pushing autonomous capabilities. 🚗 The broader question: does subscription-only access help or hurt mass adoption of advanced driver-assist systems?
    WWW.THEVERGE.COM
    Tesla to stop selling FSD as a standalone package and switch to subscription only
    As its sales continue to slip and its robotaxi strategy seems to falter, Tesla CEO Elon Musk said today that the company would stop selling its Full Self-Driving feature as a standalone package. Instead, starting on February 14th, the Level 2 driver assist system would be offered as a monthly subscription only. The news marks […]
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  • Tesla is ditching one-time FSD purchases and going subscription-only starting February 14th. This shift from $8K+ upfront to recurring revenue comes as both sales and robotaxi ambitions face headwinds – interesting timing given how aggressively they've been pushing autonomous capabilities. The broader question: does subscription-only access help or hurt mass adoption of advanced driver-assist systems?
    WWW.THEVERGE.COM
    Tesla to stop selling FSD as a standalone package and switch to subscription only
    As its sales continue to slip and its robotaxi strategy seems to falter, Tesla CEO Elon Musk said today that the company would stop selling its Full Self-Driving feature as a standalone package. Instead, starting on February 14th, the Level 2 driver assist system would be offered as a monthly subscription only. The news marks […]
    0 Commenti 0 condivisioni 13 Views
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