What's Catching Our Eye
Curated news and analysis on breakthroughs in transformative technologies like Generative AI, Biotech, Robotics & Mobility
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Volkswagen sets up its own AI lab as car industry looks to embrace the tech

Volkswagen said its new AI lab will serve as a “globally networked competence center and incubator” to produce proofs of concept in the field of the tech surrounding automotive innovations.

January 31, 2024
Volkswagen sets up its own AI lab as car industry looks to embrace the tech
Building an early warning system for LLM-aided biological threat creation

OpenAI is developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. 

January 31, 2024
Building an early warning system for LLM-aided biological threat creation
MobileDiffusion: Rapid text-to-image generation on-device

Google introduces a novel approach with the potential for rapid text-to-image generation on-device…it can run in half a second to generate a 512x512 high-quality image. 

January 31, 2024
MobileDiffusion: Rapid text-to-image generation on-device
Synthetic Dreams: Data and AI Catalyze Drug Innovation

There’s a noticeable cultural shift within the industry as companies start to see themselves as data companies driving a transformation that emphasizes the reuse of diverse and historical data to shape predictions and inform decision-making...In an industry where spending over $6.5 billion, failing 95% of the time, and taking an average of 12 years to release a single drug is the norm, the promise of AI is particularly compelling.12 Initial forays into AI-assisted drug development have shown that it’s possible to cut development time by a factor of 15 and to reduce costs by 70% of what they would be without AI.

January 29, 2024
Synthetic Dreams: Data and AI Catalyze Drug Innovation
China approves over 40 AI models for public use in past six months

Chinese regulators granted approvals to a total of 14 large language models (LLM) for public use last week

January 29, 2024
China approves over 40 AI models for public use in past six months
AI-Powered Proof Generator Helps Debug Software

Not all software is perfect—many apps, programs, and websites are released despite bugs… Formal verification involves writing a mathematical proof of your code and is “one of the hardest but also most powerful ways of making sure your code is correct,”… To make formal verification easier, Brun and his colleagues devised a new AI-powered method called Baldur to automatically generate proofs.

January 25, 2024
AI-Powered Proof Generator Helps Debug Software
Five Deaf Children Have Hearing Restored by AAV-Based Gene Therapy

This week marks a tipping point for treatments of inherited deafness. On Wednesday, a new study reported findings of a clinical trial showing hearing recovery and improvements

https://www.sciencenews.org/article/artificial-intelligence-new-battery

January 25, 2024
Five Deaf Children Have Hearing Restored by AAV-Based Gene Therapy
A personalized probabilistic approach to ovarian cancer diagnostics

The identification/development of a machine learning-based classifier that utilizes metabolic profiles of serum samples to accurately identify individuals with ovarian cancer.

January 24, 2024
A personalized probabilistic approach to ovarian cancer diagnostics
Merck finds drug discovery DALL-E, becoming early user of small molecule generative AI tool

As an early user of Variational AI’s technology, the Big Pharma will assess the ability of the platform to generate novel small molecules that match its target product profiles (TPPs).

January 24, 2024
Merck finds drug discovery DALL-E, becoming early user of small molecule generative AI tool
New Theory Suggests Chatbots Can Understand Text

A theory… suggests that the largest of today’s LLMs are not stochastic parrots. The authors argue that as these models get bigger and are trained on more data, they improve on individual language-related abilities and also develop new ones by combining skills in a manner that hints at understanding — combinations that were unlikely to exist in the training data.

January 22, 2024
New Theory Suggests Chatbots Can Understand Text