TLDR AI 2023-11-14

Anyscale is the company behind the open-source framework called Ray, used by the world’s leading AI teams.Ray handles compute infrastructure for the most demanding AI workloads — from LLMs to computer vision. Ray is behind popular consumer apps like ChatGPT, Spotify playlist recommendations, Uber’s ETA, and many more.

➡️ Get started with the Anyscale Platform: Develop, run, scale your AI and Ray applications on a managed platform with a seamless developer experience.

🆕 Try Anyscale Endpoints: For Generative AI, Anyscale offers both a powerful AI platform as well as a range of LLM API services to accelerate your LLM journey. Use Anyscale Endpoints to efficiently serve and fine-tune popular open LLMs such as Llama-2 privately, securely, and cost-effectively.

OpenAI is working on GPT-5 and seeking additional funding from Microsoft Corp. for its development.

Nvidia is launching the HGX H200, an advanced AI chip with significantly more memory bandwidth and capacity than its predecessor, the H100. Availability remains uncertain as Nvidia works with partners for its 2024 release.

Xbox and Inworld AI are collaborating to create AI-powered tools to help enrich the narrative and character creation elements in game development. The partnership will develop an AI design copilot to assist game designers and an AI character runtime engine for an immersive gaming experience. They anticipate these tools will foster limitless creativity, enhance immersion, and expedite game production.

Advances in AI, including AlphaFold, have significantly increased the rate of progress in science. This study presents RoseTTAFold All-Atom, a neural network that can model a wide range of molecules beyond proteins including drugs, vitamins, DNA, and sugars. The authors validate their architecture by fine-tuning it into a diffusion model and experimentally validating new-to-nature molecules designed from minimal prompts across many applications.

This paper introduces FinGPT, a language model trained on Finnish. The researchers who created it found that data repetition with some tricks produced extremely smooth loss curves. This may serve as an easy fix for underrepresented languages on the internet.

VLPMarker, a new watermarking method, protects Embedding as a Service Vision-Language Pre-Trained Models from extraction attacks.

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This report evaluates GPT-4V for autonomous driving, focusing on its capabilities in scene understanding, decision-making, and real-time responses.

An open-source project building upon LangChain, LangServe, and LangSmith that offers customizable language models, prompts, tools, vector databases, retrieval algorithms, and chat history databases. It features a sandbox environment, custom actions, and analytics for enhanced user control similar to OpenAI's GPTs.

The enhanced LLaMA model now includes 16,000 Tamil tokens, leveraging the LoRA methodology for efficient training. This update, along with new Tamil versions of Alpaca and OpenOrca datasets, has notably improved Tamil text processing, paving the way for future advancements in Indian language AI.

A comprehensive review of the major developments in the AI research, industry, and open-source space that happened in 2023.

A GP at Angular Ventures tries to make sense of all the emerging AI startups by categorizing the application ideas we are seeing into three broad groups. This only looks at startups in the application layer, rather than the model layer.

Sparse tensors occur when some values of the neural network are zeros. These values can efficiently be skipped. Researchers developed a way to quickly find when values are zero and overload hardware to fit more non-zero values onto a chip at a time.

This notebook combines the tactile satisfaction of pen-on-paper with the sheer convenience and power of AI. Become a backer to get the XNote for 37% off

OpenAI's six-member board will decide when AGI is achieved, potentially impacting its commercial relationship with Microsoft.

Top-ranked OpenAI GPTs.

Civitai, an AI model sharing platform, has introduced a controversial "bounties" feature, allowing users to request and monetize the creation of AI-generated images.