Lifeboat Foundation

The emergence in the last week of a particularly effective voice synthesis machine learning model called VALL-E has prompted a new wave of concern over the possibility of deepfake voices made quick and easy — quickfakes, if you will. But VALL-E is more iterative than breakthrough, and the capabilities aren’t so new as you might think. Whether that means you should be more or less worried is up to you.

Voice replication has been a subject of intense research for years, and the results have been good enough to power plenty of startups, like WellSaid, Papercup and Respeecher. The latter is even being used to create authorized voice reproductions of actors like James Earl Jones. Yes: from now on Darth Vader will be AI generated.

VALL-E, posted on GitHub by its creators at Microsoft last week, is a “neural codec language model” that uses a different approach to rendering voices than many before it. Its larger training corpus and some new methods allow it to create “high-quality personalized speech” using just three seconds of audio from a target speaker.

The US space agency selected 14 projects that are focused on “making the impossible possible”.

Part of the value of space exploration comes from the fact it will open new frontiers to science that we don’t yet know exist.

Continue reading “NASA considers Titan hybrid aircraft mission and other visionary space concepts” »

This blog post was co-authored with Guy Eyal, an NLP team leader at Gong.

TL;DR: In 2022, large models achieved state-of-the-art results in various tasks and domains. A significant breakthrough in natural language processing (NLP) was achieved when models were trained to align with user intent and human preferences, leading to improved generation quality. Looking ahead to 2023, we can expect to see new methods to improve the alignment process (such as reinforcement learning with AI feedback), the development of automatic metrics for understanding alignment effectiveness, and the emergence of personalized aligned models, even in an online manner. There may also be a focus on addressing factuality issues as well as developing open-source tools and specialized compute resources to allow the industrial scale of aligned models. In addition to NLP, there will likely be progress in other modalities such as audio processing, computer vision, and robotics, and the development of multimodal models.

2022 was an excellent year for machine learning, with numerous large language models (LLMs) published and achieving state-of-the-art results across various benchmarks. These LLMs demonstrated their superior performance through few-shot learning, surpassing smaller models that had been fine-tuned on the same tasks [1–3]. This has the potential to reduce the need for specialized, in-domain datasets. Techniques like Chain of Thoughts [4] and Self Consistency [5] also helped to improve the reasoning capabilities of LLMs, leading to significant gains on reasoning benchmarks.

The brand’s Less Microfiber Cycle comes with a new filter.

Aiming to bring about a new era of sustainable living, Samsung has unveiled new innovations in washing technology that helps to reduce microplastic emissions from washers at the Consumer Electronics Show (CES) 2023, which concluded in Las Vegas.

A typical cycle in a washing machine produces shreds of microplastics due to the friction between the clothes and the tumbler. The microplastics generated are often drained out into water bodies, resulting in pollution that can cause harm to both humans and animals in the long run.

A team of researchers has implanted human brains in mice in an experiment to measure the test subjects’ responses to sight, smell, and touch.

It’s based on microsensations that together create an immersive experience.

What if you could actually feel all the sensations of a video game? That’s what the OWO haptic shirt displayed at this year’s Electronics Consumer Show (CES) 2023 allows you to do.

Continue reading “This haptic shirt allows you to feel a video game” »

A chemistry collaboration has led to a creative way to put carbon dioxide to good—and even healthy—use: by incorporating it, via electrosynthesis, into a series of organic molecules that are vital to pharmaceutical development.

In the process, the research team made an innovative discovery. By changing the type of electrochemical reactor, they could produce two completely different products, both of which are useful in medicinal chemistry.

The team’s paper, “Electrochemical Reactor Dictates Site Selectivity in N-Heteroarene Carboxylations,” published Jan 5 in Nature. The paper’s co-lead authors are postdoctoral researchers Peng Yu and Wen Zhang, and Guo-Quan Sun of Sichuan University in China.

Generative AI and creative innovation go hand in hand that capture people’s attention in 2023. Here in this article, we are going to it explain how.

Sepsis affects 750,000 people in the U.S. and nearly 50 million people globally.

Sepsis is a life-threatening condition arising from the body’s overreactive response against an infection, leading it to injure its own tissues and organs. The first known reference to “sepsis” dates back more than 2,700 years, when the Greek poet Homer used it as a derivative of the word “sepo,” meaning “I rot.”

Despite dramatic improvements in understanding the immunological mechanisms behind sepsis, it still remains a major medical concern, affecting 750,000 people in the U.S. and nearly 50 million people globally each year.

Continue reading “Breakthrough research finds new targets to help fight the costliest disease in the world” »