TLDR AI 2024-03-26

OpenAI Sora first impressions 📹, Character AI voice 🗣️, Cerebras CS3 chip 💾

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Headlines & Launches

Sora: First Impressions (5 minute read)

A compilation of Sora content generated from visual artists, designers, creative directors, and filmmakers.

Open Interpreter O1 Light (1 minute read)

The 01 Light is a portable voice interface that controls your home computer. It can see your screen, use your apps, and learn new skills. 01 is the open-source foundation for a new era of AI devices.

Character Voice For Everyone (4 minute read)

Character Voice is a suite of features that allows users to hear Characters speaking to them in 1:1 chats, taking the Character.AI experience to the next level. It is the first step in the company's larger plan to build a multimodal interface, which will facilitate more seamless, intuitive, and engaging interactions.
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Research & Innovation

Generating Realistic Shadows in Images (16 minute read)

This study introduces a new method for creating realistic shadows in image composition, overcoming previous challenges with shape and intensity accuracy. The researchers significantly improved shadow generation in images by enhancing ControlNet with intensity modulation modules and expanding the DESOBA dataset.

People Recognition From Drone and Ground Cameras (14 minute read)

Researchers developed the View-Decoupled Transformer (VDT) to tackle the challenge of identifying people across different camera views, such as from drones to ground cameras.

Image Generation with Flexible Sizes and Aspect Ratios (15 minute read)

ElasticDiffusion is an innovative decoding method that allows text-to-image diffusion models to create images in various sizes and aspect ratios without additional training.
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Engineering & Resources

Image Segmentation with PSALM (GitHub Repo)

PSALM is an extension of the Large Multi-modal Model (LMM), which introduces a mask decoder and a versatile input schema to excel in various image segmentation tasks. This approach not only overcomes the limitations of text-only outputs but also allows the model to understand and classify complex images effectively.

Cerebras CS3 chip (5 minute read)

Cerebras' new wafer chip can train 24T parameter language models. It natively supports PyTorch.

Improved Image Personalization (13 minute read)

Researchers have developed a new method to improve how AI creates personalized images, addressing overfitting issues. This approach ensures a more balanced and diverse representation of concepts in the images.
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Miscellaneous

Go, Python, Rust, and production AI applications (5 minute read)

This article discusses the role of Python, Go, and Rust in AI application development: Python for AI model development, Go for scaled-up production, and Rust for performance-critical tasks. It suggests that Go could be the production language alternative to Python, emphasizing the importance of selecting the right language for the task based on the ecosystem and tool suitability. The author advocates for bridging Python and Go communities to enhance AI application production.

The GPT-4 barrier has finally been broken (3 minute read)

GPT-4's dominance in AI benchmarks has been challenged by four new models from different vendors, each showing the potential to surpass GPT-4's capabilities. However, concerns arise as, amidst growing legal and ethical considerations, none of these models are open-source or transparent about their training data. The push for models trained on public domain or licensed content continues, highlighting the complexity of creating competitive AI without proprietary data.

China puts trust in AI to maintain largest high-speed rail network on Earth (4 minute read)

China's high-speed rail network has seen an 80% decrease in minor track faults and no major track irregularity warnings in the past year thanks to AI and machine learning technologies. The success in proactive safety and maintenance was supported by AI's analysis of extensive data from the railway's sensors. Despite challenges, such as a shrinking workforce and U.S. sanctions on AI chips, China continues to advance in specialized AI applications across various sectors.
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Quick Links

Low-latency Generative AI Model Serving with Ray, NVIDIA Triton Inference Server, and NVIDIA TensorRT-LLM (5 minute read)

Anyscale and NVIDIA announced a new partnership enabling customers to scale generative AI models into production. Through the integration, customers can tap into the combined power of Ray and Anyscale’s managed runtime environment to improve resource management, observability, and autoscaling.

AI Tools Directory (Website)

Discover the best AI websites and tools.

Microsoft To Hold A Special Windows And Surface AI Event In May (1 minute read)

Microsoft is planning an AI-focused event on May 20th featuring CEO Satya Nadella, who will discuss the company's AI vision in hardware and software.
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