Large language models (LLMs) are growing in size for better results, but with increased computational demands. Speculative sampling improves efficiency by verifying multiple tokens in parallel, enhancing hardware resource utilization.
Fake AI vocals, including Donald Trump's, disrupt the Montego Bay clash scene, sparking debates on the future of the culture. The use of AI vocalists challenges authenticity and originality in the historic Sumfest Global Sound Clash tradition.
Summary: Learn how to build a 124M GPT2 model with Jax for efficient training speed, compare it with Pytorch, and explore the key features of Jax like JIT Compilation and Autograd. Reproduce NanoGPT with Jax and compare multiGPU training token/sec between Pytorch and Jax.
LLMs can predict metadata for humanitarian datasets without fine-tuning, offering efficient and accurate results. GPT-4o shows promise in predicting HXL tags and attributes, simplifying data processing for humanitarian efforts.
Current data engineering landscape strays from simplicity, overlooking Unix principles. Unix-like systems offer elegant data abstractions as files, yet databases complicate access with SQL interfaces.
Daniel Bedingfield argues that AI is music's future, warning 'neo-luddites' risk being left behind. Growing use of AI in creative industries sparks debate over job security and artistic integrity.
AI's impact on society prompts the question: How do we ensure AI benefits humanity? Exploring the connection between human flourishing and AI development reveals the need for societal infrastructure to promote wellbeing.
Sam Altman's ChatGPT captivates global attention, sparking AI mania. But a scientist warns of the dangers posed by Altman and AI.
Labour government delays £1.3bn Tory-funded supercomputer and AI projects. Future of UK's first exascale supercomputer uncertain.
GraphStorm is a low-code GML framework for building ML solutions on enterprise-scale graphs in days. Version 0.3 adds multi-task learning support for node classification and link prediction tasks.
Earnings calls are vital for investors; generative AI can streamline creating scripts for new quarters. Amazon Bedrock simplifies building and scaling AI applications with customizable models.
Introducing Friend: a $99 wearable AI companion that records interactions and texts back, offering companionship and support. This 'Tamagotchi with a soul' is set to ship in early 2025, providing attentive listening without any requests for help moving or attending one-man plays.
Black Forest Labs debuts FLUX.1 text-to-image AI models after engineers leave Stability AI due to poor performance issues. The company offers high-end, mid-range, and faster versions, claiming superior image quality and text prompt accuracy.
Concerns about AI: surveillance potential, culture hijacking, relieving need to think. Luddites rising against AI in novel ways.
Optimizing a global container-based supply chain operation using Linear Programming with cvxpy. Solving transportation challenges for a big company in Brazil by adapting variables and constraints for convex objectives.