AI

Software program Frameworks Optimized for GPUs in AI: CUDA, ROCm, Triton, TensorRT—Compiler Paths and Efficiency Implications

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Deep-learning throughput hinges on how successfully a compiler stack maps tensor packages to GPU execution: thread/block schedules, reminiscence motion, and instruction choice (e.g., Tensor Core MMA pipelines). On this article we’ll give attention to 4 dominant stacks—CUDA, ROCm, Triton, and TensorRT—from the compiler’s perspective and explains which optimizations transfer the needle in observe. What truly … Read more

UT Austin and ServiceNow Analysis Crew Releases AU-Harness: An Open-Supply Toolkit for Holistic Analysis of Audio LLMs

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Voice AI is turning into one of the vital necessary frontiers in multimodal AI. From clever assistants to interactive brokers, the power to grasp and cause over audio is reshaping how machines have interaction with people. But whereas fashions have grown quickly in functionality, the instruments for evaluating them haven’t saved tempo. Present benchmarks stay … Read more

Prime 12 Robotics AI Blogs/NewsWebsites 2025

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Robotics and synthetic intelligence are converging at an unprecedented tempo, driving breakthroughs in automation, notion, and human-machine collaboration. Staying present with these developments requires following specialised sources that ship technical depth, analysis updates, and business insights. The next checklist highlights 12 of essentially the most authoritative robotics and AI-focused blogs and web sites to trace … Read more

Tips on how to Construct a Strong Superior Neural AI Agent with Steady Coaching, Adaptive Studying, and Clever Resolution-Making?

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class AdvancedNeuralAgent: def __init__(self, input_size, hidden_layers=[64, 32], output_size=1, learning_rate=0.001): “””Superior AI Agent with secure coaching and resolution making capabilities””” self.lr = learning_rate self.initial_lr = learning_rate self.layers = [] self.reminiscence = [] self.performance_history = [] self.epsilon = 1e-8 layer_sizes = [input_size] + hidden_layers + [output_size] for i in vary(len(layer_sizes) – 1): fan_in, fan_out = layer_sizes[i], layer_sizes[i+1] … Read more

California lawmakers move AI security invoice SB 53 — however Newsom may nonetheless veto

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California’s state senate gave final approval early on Saturday morning to a significant AI security invoice setting new transparency necessities on giant firms. As described by its author, state senator Scott Wiener, SB 53 “requires giant AI labs to be clear about their security protocols, creates whistleblower protections for [employees] at AI labs & creates … Read more

Here is the tech powering ICE’s deportation crackdown 

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President Donald Trump made countering immigration one among his flagship points throughout final yr’s presidential marketing campaign, promising an unprecedented variety of deportations.  In his first eight months in workplace, that promise become round 350,000 deportations, a determine that features deportations by Immigration and Customs Enforcement (round 200,000), Customs and Border Safety (greater than 132,000), … Read more