Labor MPs from Victoria and other states are concerned about the overrepresentation of the NSW right faction in the Albanese government. There are talks of potential demotions for Sydney-based frontbenchers like Ed Husic, sparking debate within the party.
Regression Discontinuity Design uses cutoffs to estimate treatment effects. It's a powerful tool for causal inference in scenarios without a control group.
Understanding image storage and representation is key in Computer Vision. RGB and HSV color models provide valuable insights for image processing in Python using OpenCV.
Deutsche Bahn partners with Amazon to streamline time series forecasting with Chronos-Bolt, reducing development time and improving accuracy. Chronos models, using language model architectures, offer faster inference, better memory efficiency, and lower hosting costs, revolutionizing forecasting for the railway giant.
Artificial intelligence allows deceased Chris Pelkey to address his killer in an Arizona court, expressing forgiveness and a desire for friendship. Pelkey, a devout army veteran, was shot in a road rage incident in 2021, showcasing a unique use of AI for victim impact statements.
Trump's tariffs impact tech companies differently. Meta launches new AI app with a billion users. OpenAI updates ChatGPT. Elon Musk's first term reviewed.
Cadence unveils the Millennium M2000 Supercomputer with NVIDIA technology for accelerated engineering and life sciences applications, delivering up to 80x higher performance. Collaboration with NVIDIA includes plans for AI factories and NVIDIA's purchase of 10 Millennium Supercomputer systems for chip design workflows.
Chris Pelkey, deceased in 2021, speaks on forgiveness in AI video fed by his sister. Despite his death, Pelkey 'appeared' in court to confront his killer.
Business leaders often have high expectations for AI, but face limited results. To truly leverage AI, understanding its core capabilities - Think, Know, Act - is crucial. AI evolves from an assistant to a strategic collaborator when it can reason, learn, and take meaningful actions towards business goals.
Alan Turing's codebreakers cracked the Enigma code with "Bombes" machines in WWII. Modern computing could easily decipher it now.
Amazon Bedrock Evaluations introduces LLM-as-a-judge technique for evaluating models and RAG systems, enabling custom metrics for tailored assessments. Organizations can now systematically evaluate models and applications with automated, human-like quality at scale, using built-in or custom metrics.
Text classification is vital for various applications. Large language models offer efficiency, but custom ML models may provide higher accuracy.
Summary: Part I of Sutton and Barto's book covers fundamental Reinforcement Learning techniques, while Part II focuses on using deep neural networks for approximate solutions. The upcoming series will benchmark algorithms in Gridworld environments to identify the most effective methods.
Summary: This article clarifies the misconceptions around backpropagation by explaining the total-derivative and introducing the vector chain rule to simplify complex calculations in neural networks. The implementation of vector calculus in backprop equations optimizes the computation of gradients for all weights in a layer simultaneously, enhancing efficiency in training models.
OpenAI backtracks on for-profit transformation, nonprofit arm to control ChatGPT. Decision made after input from civic leaders and attorneys general.