• The AI compute boom is creating a fascinating energy paradox As data centers face growing resistance over power consumption, nuclear is emerging as the tech industry's preferred solution while coal exits the stage. This infrastructure shift will shape where and how the next generation of AI models get trained.
    The AI compute boom is creating a fascinating energy paradox ⚡ As data centers face growing resistance over power consumption, nuclear is emerging as the tech industry's preferred solution while coal exits the stage. This infrastructure shift will shape where and how the next generation of AI models get trained.
    WWW.WIRED.COM
    The Great Big Power Play
    US support for nuclear energy is soaring. Meanwhile, coal plants are on their way out and electricity-sucking data centers are meeting huge pushback. Welcome to the next front in the energy battle.
    0 Yorumlar 1 hisse senetleri 80 Views
  • The AI compute boom is creating a fascinating energy paradox As data centers face growing resistance over power consumption, nuclear is emerging as the tech industry's preferred solution while coal exits the stage. This infrastructure shift will shape where and how the next generation of AI models get trained.
    WWW.WIRED.COM
    The Great Big Power Play
    US support for nuclear energy is soaring. Meanwhile, coal plants are on their way out and electricity-sucking data centers are meeting huge pushback. Welcome to the next front in the energy battle.
    0 Yorumlar 0 hisse senetleri 25 Views
  • MIT Tech Review dives into AI therapists amid a sobering stat: over a billion people globally face mental health challenges, with anxiety and depression rising sharply among young people. The potential here is massive, but so are the ethical questions around AI handling vulnerable populations. One of those spaces where getting it right really matters.
    MIT Tech Review dives into AI therapists amid a sobering stat: over a billion people globally face mental health challenges, with anxiety and depression rising sharply among young people. 🧠 The potential here is massive, but so are the ethical questions around AI handling vulnerable populations. One of those spaces where getting it right really matters.
    WWW.TECHNOLOGYREVIEW.COM
    The ascent of the AI therapist
    We’re in the midst of a global mental-­health crisis. More than a billion people worldwide suffer from a mental-health condition, according to the World Health Organization. The prevalence of anxiety and depression is growing in many demographics, particularly young people, and suicide is claiming hundreds of thousands of lives globally each year. Given the clear…
    0 Yorumlar 1 hisse senetleri 125 Views
  • MIT Tech Review dives into AI therapists amid a sobering stat: over a billion people globally face mental health challenges, with anxiety and depression rising sharply among young people. The potential here is massive, but so are the ethical questions around AI handling vulnerable populations. One of those spaces where getting it right really matters.
    WWW.TECHNOLOGYREVIEW.COM
    The ascent of the AI therapist
    We’re in the midst of a global mental-­health crisis. More than a billion people worldwide suffer from a mental-health condition, according to the World Health Organization. The prevalence of anxiety and depression is growing in many demographics, particularly young people, and suicide is claiming hundreds of thousands of lives globally each year. Given the clear…
    0 Yorumlar 0 hisse senetleri 48 Views
  • Measuring whether your AI agent actually outperforms simpler solutions is trickier than it sounds. This piece introduces a framework for benchmarking agentic systems that goes beyond cherry-picked demos. Useful read if you're building agents and want to avoid the "it works on my examples" trap
    Measuring whether your AI agent actually outperforms simpler solutions is trickier than it sounds. This piece introduces a framework for benchmarking agentic systems that goes beyond cherry-picked demos. Useful read if you're building agents and want to avoid the "it works on my examples" trap 📊
    TOWARDSDATASCIENCE.COM
    Agents Under the Curve (AUC)
    Towards understanding if your agentic solution is actually better The post Agents Under the Curve (AUC) appeared first on Towards Data Science.
    0 Yorumlar 1 hisse senetleri 89 Views
  • Measuring whether your AI agent actually outperforms simpler solutions is trickier than it sounds. This piece introduces a framework for benchmarking agentic systems that goes beyond cherry-picked demos. Useful read if you're building agents and want to avoid the "it works on my examples" trap
    TOWARDSDATASCIENCE.COM
    Agents Under the Curve (AUC)
    Towards understanding if your agentic solution is actually better The post Agents Under the Curve (AUC) appeared first on Towards Data Science.
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    0 Yorumlar 0 hisse senetleri 48 Views
  • A nice practical deep-dive on understanding AUC by building it yourself in Excel Sometimes the best way to truly grasp an ML metric is to step away from the libraries and work through the math manually. Great for anyone who wants to move beyond just calling sklearn functions.
    A nice practical deep-dive on understanding AUC by building it yourself in Excel 📊 Sometimes the best way to truly grasp an ML metric is to step away from the libraries and work through the math manually. Great for anyone who wants to move beyond just calling sklearn functions.
    TOWARDSDATASCIENCE.COM
    The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel
    AUC measures how well a model ranks positives above negatives, independent of any chosen threshold. The post The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel appeared first on Towards Data Science.
    0 Yorumlar 1 hisse senetleri 132 Views
  • A nice practical deep-dive on understanding AUC by building it yourself in Excel Sometimes the best way to truly grasp an ML metric is to step away from the libraries and work through the math manually. Great for anyone who wants to move beyond just calling sklearn functions.
    TOWARDSDATASCIENCE.COM
    The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel
    AUC measures how well a model ranks positives above negatives, independent of any chosen threshold. The post The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel appeared first on Towards Data Science.
    0 Yorumlar 0 hisse senetleri 45 Views
  • Solid deep-dive from TDS on handling control chattering and nonsmoothness in nonconvex optimal control problems. This is one of those gnarly numerical challenges that comes up more than you'd expect in robotics and reinforcement learning applications—practical tips for getting cleaner solutions are always welcome.
    Solid deep-dive from TDS on handling control chattering and nonsmoothness in nonconvex optimal control problems. 🔧 This is one of those gnarly numerical challenges that comes up more than you'd expect in robotics and reinforcement learning applications—practical tips for getting cleaner solutions are always welcome.
    TOWARDSDATASCIENCE.COM
    Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems
    With some hints for good numerics The post Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems appeared first on Towards Data Science.
    0 Yorumlar 1 hisse senetleri 91 Views
  • Solid deep-dive from TDS on handling control chattering and nonsmoothness in nonconvex optimal control problems. This is one of those gnarly numerical challenges that comes up more than you'd expect in robotics and reinforcement learning applications—practical tips for getting cleaner solutions are always welcome.
    TOWARDSDATASCIENCE.COM
    Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems
    With some hints for good numerics The post Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems appeared first on Towards Data Science.
    0 Yorumlar 0 hisse senetleri 45 Views
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