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That vision may have come a step closer after researchers at the University of California, San Francisco demonstrated that they could translate brain signals into complete sentences with error rates as low as three percent, which is below the threshold for professional speech transcription.

While we’ve been able to decode parts of speech from brain signals for around a decade, so far most of the solutions have been a long way from consistently translating intelligible sentences. Last year, researchers used a novel approach that achieved some of the best results so far by using brain signals to animate a simulated vocal tract, but only 70 percent of the words were intelligible.

The key to the improved performance achieved by the authors of the new paper in Nature Neuroscience was their realization that there were strong parallels between translating brain signals to text and machine translation between languages using neural networks, which is now highly accurate for many languages.

So-called zero-day exploits—hacking techniques that take advantage of secret software flaws—were once the calling card of only the most sophisticated hackers. But today, the global map of zero-day hacking has expanded far beyond the United States, Russia, and China, as more countries than ever buy themselves a spot on it.

Security and intelligence firm FireEye today released a sweeping analysis of how zero days have been exploited worldwide over the last seven years, drawing in data from other security research organizations’ reporting as well as Google Project Zero’s database of active zero days. FireEye was able to link the use of 55 of those secret hacking techniques to state-sponsored operations, going so far as to name which country’s government it believes to be responsible in each case.

The resulting map and timeline, with a tally of which countries have used the most zero days over the last decade, are far from comprehensive. Countries like the US almost certainly have used zero days that remain undetected, FireEye acknowledges, and many others couldn’t be pinned with certainty on any particular country. But it does show how the collection of countries using those hacking techniques now includes less expected players like the United Arab Emirates and Uzbekistan.

Always a good interview. Short answer, he doesn’t think the timeline is accurate.


Dr. Robert Zubrin, former engineer at Lockhead Martin and president and founder of the Mars Society joins us today for a groundbreaking conversation. We discuss the obstacles to sending humans to Mars and the moon, the emergence and role of private enterprise in leading the way to space exploration, as well as the likelihood of success of the US administration’s announcement of its goal to establish a permanent human presence on the moon in 4 years. Dr. Zubrin also recounts the details of his meetings with Elon Musk prior and during the foundation of SpaceX. Other subjects we touched on included the justification for space exploration in the face of mounting problems and priorities here on earth. We also discuss the role of space as a game-changer in the way military domination and conflicts will be done in the future.

#mars #marssociety #elonmusk

Ladies Monday with ReallyGraceful.


This is a video about the philanthropic billionaire, Bill Gates. We go into his family history, his early childhood, education, extracurriculars, and time at Harvard to answer the question “Who was Bill Gates before Microsoft?” Support my channel on Patreon: http://patreon.com/reallygraceful

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The rapidly spreading COVID-19 epidemic has created an unusual situation: in each population that is infected by the virus, large parts of the population will be infected within a well-defined short time period, with near certainty. A major question is thus: Can the unusual predictability of the infections’ timing be utilized to mitigate the imminent infection’s length, severity, and probability of complications?

We suggest that priming the immune system for attack shortly before it is expected to occur, e.g. via a vaccine that elicits a broad anti-viral immune response, may have this desired effect. Early activation of the immune system would allow it to clear the infection faster and with less complications than otherwise. This would alleviate adverse clinical outcomes at the individual level, and mitigate population-level risk by reducing need for hospitalizations and decreasing the infectious period of individuals, thus slowing the epidemic’s spread and reducing its impact.

It’s hard to piece together the full history of human evolution from piles of old bones. But now, scientists have made use of a new method to study proteins in dental enamel of an 800,000-year-old human species, helping place it in the family tree.

Although Homo sapiens is the only human species still alive today, the road to get here is paved with extinct relatives. And untangling how they’re all related to each other is a task that scientists continue to wrestle with. The timeline is usually determined through various dating processes, both on the bones themselves and the sediment layers they’re found in. Relationships between species are then determined from this timeline, and by examining the structures and features of the bones to track the progress of evolution.

For the new study, researchers at the University of Copenhagen have used a new tool called palaeoproteomics to get a more precise picture. This involves sequencing proteins from ancient remains, and it works on samples that are far too old to have intact DNA. In this case, the team applied it to the 800,000-year-old teeth of a mysterious, archaic human species called Homo antecessor.