Lifeboat Foundation

DeepMind this week released Acme, a framework intended to simplify the development of reinforcement learning algorithms by enabling AI-driven agents to run at various scales of execution. According to the engineers and researchers behind Acme, who coauthored a technical paper on the work, it can be used to create agents with greater parallelization than in previous approaches.

Reinforcement learning involves agents that interact with an environment to generate their own training data, and it’s led to breakthroughs in fields from video games and robotics to self-driving robo-taxis. Recent advances are partly attributable to increases in the amount of training data used, which has motivated the design of systems where agents interact with instances of an environment to quickly accumulate experience. This scaling from single-process prototypes of algorithms to distributed systems often requires a reimplementation of the agents in question, DeepMind asserts, which is where the Acme framework comes in.

If you think you control your own thoughts and decisions, think again. Recent research reveals that unconscious thoughts give birth to our mental imagery and personal choices.

Summary: Repetitive transcranial memory stimulation applied to the dorsolateral prefrontal cortex modifies the negative effects of fear memories. The findings could have implications for the treatment of PTSD.

Source: University of Bologna

A research group from the University of Bologna has succeeded in modifying the negative effect of a returning memory that triggers fear, and developed a new non-invasive experimental protocol. The result of this study, published in the journal Current Biology, is an innovative protocol that combines fear conditioning—a stimulus associated with something unpleasant that induces a negative memory—and the neurostimulation of a specific site of the prefrontal cortex.

Space tourism venture Virgin Galactic announced it signed an agreement with Rolls-Royce to develop an aircraft for supersonic travel, giving a first look on Monday of the coming vehicle’s design.

Supersonic travel is a long-term bet for Virgin Galactic, which has been developing reusable spacecraft capable of sending people on short trips to the edge of space for more than a decade.

Virgin Galactic said it completed a mission concept review alongside NASA of its supersonic vehicle design and now will work with the Federal Aviation Administration to create a framework for certifying the aircraft for flight. Previously Boeing’s venture arm invested $20 million in Virgin Galactic, specifically toward helping the company build a supersonic aircraft.

Life-saving Ai

If you had to guess how long it takes for a drug to go from an idea to your pharmacy, what would you guess? Three years? Five years? How about the cost? $30 million? $100 million?

Well, here’s the sobering truth: 90 percent of all drug possibilities fail. The few that do succeed take an average of 10 years to reach the market and cost anywhere from $2.5 billion to $12 billion to get there.

Continue reading “How AI Will Make Drug Discovery Low-Cost, Ultra-Fast, and Personalized” »

One of the world’s most prolific hacking groups recently infected several Massively Multiplayer Online game makers, a feat that made it possible for the attackers to push malware-tainted apps to one target’s users and to steal in-game currencies of a second victim’s players.

Hundreds of thousands of years ago, our ancestors evolved a simple trick that could have helped thwart a major infectious disease. It probably saved our skins, but the change was far from a perfect solution.

New research has uncovered evidence that mutations arising between 600,000 and 2 million years ago were part of a complex of adaptations that may have inadvertently made us prone to inflammatory diseases and even other pathogens.

An international team of researchers compared around a thousand human genomes with a few from our extinct cousins, the Neanderthals and Denisovans, to fill in missing details on the evolution of a family of chemicals that coat the human body’s cells.

Barakah, which was originally scheduled to open in 2017, has been dogged by delays and is billions of dollars over budget. It has also raised myriad concerns among nuclear energy veterans who are concerned about the potential risks Barakah could visit upon the Arabian Peninsula, from an environmental catastrophe to a nuclear arms race.

Experts have raised concerns about potential risks Barakah plant could pose to the environment and regional security.

Continue reading “UAE starts first nuclear reactor at controversial Barakah plant” »

The plastic from old beverage bottles is melted down and used as a binder to hold asphalt together. Roughly 150,000 bottles are used in 1 mile of roadway.