Linear regression is basic but struggles with non-linear data; quadratic regression extends it to handle complexity. A C# demo showcases quadratic regression accuracy, using synthetic data and neural network generation.
Spotify investigates data scraping by Anna’s Archive with 700m users. Leak could benefit AI companies.
Predictive maintenance uses sensors and analytics to predict machine failures, demonstrated by Amazon using Foundation Models. The solution enhances efficiency and can be customized for various industries, reducing downtime and maximizing performance.
OpenAI launches GPT-5.2, achieving top scores on industry benchmarks with NVIDIA infrastructure. NVIDIA's advanced systems drive down costs and accelerate AI model development, leading to groundbreaking performance gains.
Investment in global data center market hits record $61bn in 2021 amid AI boom, with no signs of slowing down, says S&P Global report. Analysts foresee continued construction frenzy to meet insatiable demand from AI companies, projecting $60.8bn investment by 2024.
Voice generating bots are aiding extremist groups like neo-Nazis and the Islamic State in spreading ideology online. Experts warn that AI tools are evolving digital propaganda strategies, posing a new threat in the fight against terrorism.
Naive decision tree regression models overfit training data. Bagging and random forest techniques combat overfitting by using subsets for training.
Tech companies benefit from AI, but society pays the cost with massive carbon emissions equal to NYC's. Research shows AI's environmental impact surpasses global bottled-water demand.
Misinformation fueled by AI spread after the Bondi beach terror attack, blurring fact and fiction. False details included claims of a psyop, IDF involvement, crisis actors, and mistaken identities.
Trump Media and Technology Group merges with TAE Technologies in a $6bn deal to combine Truth Social with AI-driven energy solutions. The link-up aims to capitalize on the AI boom and meet the rising energy demand.
AI Security Institute report reveals UK citizens frequently use general purpose AI assistants like ChatGPT & Amazon Alexa for emotional support. 1 in 10 utilize chatbots for emotional purposes weekly, with 4% using them daily, as per AISI.
Enterprise developers are transitioning to autonomous AI agents for complex tasks. Strands Agents, Amazon Bedrock AgentCore, and NVIDIA NeMo Agent Toolkit offer a powerful solution for designing, orchestrating, and scaling secure multi-agent systems on AWS. These tools streamline AI agent development, deployment, and performance optimization for enterprise-ready solutions.
Equity members reject AI use in arts, refuse digital scanning to protect likeness. 99% vote against AI unless protections are guaranteed.
Productivity Commission drops controversial proposal for tech companies to use copyrighted material for AI training. Government advised to wait 3 years before reviewing Australian copyright settings and impact of new technology.
MIT CSAIL researchers found that short-term guidance can significantly enhance the performance of previously deemed "ineffective" neural networks by aligning internal representations. Unlike knowledge distillation, guidance transfers structural knowledge directly, leveraging untrained networks' architectural biases for effective learning.