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.
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.
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.
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.
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.
Sam Altman's ChatGPT captivates global attention, sparking AI mania. But a scientist warns of the dangers posed by Altman and AI.
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.
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.
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.
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.
Labour government delays £1.3bn Tory-funded supercomputer and AI projects. Future of UK's first exascale supercomputer uncertain.
Apple's revenue rises 4.9% to $85.78bn despite falling iPhone sales, offset by new AI features. Earnings beat predictions, with key China market still in decline.
LLM-native app success relies on effective prompt engineering. Follow 8 tips informed by LLM Triangle Principles for optimal results. Clear cognitive process boundaries and specified input/output structures are key to enhancing LLM applications.
Argentina's President Javier Milei establishes AI security unit to predict crimes using machine-learning algorithms and facial recognition software, sparking concerns over citizens' rights. The unit will analyze historical crime data, patrol social media, and monitor security camera footage for suspicious activities.