Lifeboat Foundation: Safeguarding Humanity
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How can we tackle gender imbalance in the personalities of AI learning tools?

The Gendering of AI

The expected growth in use of artificial intelligence (AI) in learning applications is raising concerns about both the potential gendering of these tools and the risk that they will display the inherent biases of their developers. Why the concern? Well, to make it easier for us to integrate AI tools and chatbots into our lives, designers often give them human attributes. For example, applications and robots are often given a personality and gender. Unfortunately, in many cases, gender stereotypes are being perpetuated. The type of roles robots are designed to perform usually reflect gendered over generalizations of feminine or masculine attributes.

Feminine personalities in AI tools such as

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The United States Department of Homeland Security’s Cybersecurity and Infrastructure Security Agency (CISA) has issued an alert that strongly urges users and administrators alike to update a VPN with long-since disclosed critical vulnerabilities. “Affected organizations that have not applied the software patch to fix a remote code execution (RCE) vulnerability,” the CISA alert warns, “can become compromised in an attack.” What has dictated the need for this level of Government agency interest and the urgency of the language used? The simple answer is the ongoing Travelex foreign currency exchange cyber-attack, thought to have been facilitated by no less than seven VPN servers that were late in being patched against this critical vulnerability. The vulnerability in question is CVE-2019–11510, first disclosed way back in April 2019 when Pulse Secure VPN also released a patch to fix it.

Critical VPN security vulnerability timeline

The CISA alert provides a telling timeline that outlines how the Pulse Secure VPN critical vulnerability, CVE-2019–11510, became such a hot security potato. Pulse Secure first released an advisory regarding the vulnerabilities in the VPN on April 24, 2019. “Multiple vulnerabilities were discovered and have been resolved in Pulse Connect Secure (PCS) and Pulse Policy Secure (PPS),” that advisory warned, “this includes an authentication by-pass vulnerability that can allow an unauthenticated user to perform a remote arbitrary file access on the Pulse Connect Secure gateway.” An upgrade patch to fix the problem, which had been rated as critical, was made available at the same time. Warning users that the vulnerabilities posed a “significant risk to your deployment,” Pulse Secure recommended patching as soon as possible.

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Circa 2013

The unique relationship between the coordinates in the bore of a Magnetic Resonance Imaging (MRI) scanner and the magnetic field gradients used for MRI allows building a localization system based on the measurement of these gradients. We have previously presented a miniature 3D Hall probe integrated in a low cost, low voltage 0.35μm CMOS chip from which we were able to measure the magnetic gradient 3D maps of 1.5T and 3T MRI scanners. In this paper, this 3D Hall probe has been integrated in a magnetic tracking device prototype and an algorithm was built to determine the position of the probe. First experimental results show that the probe gives its position with accuracy close to a few millimeters, and that sub-millimeter localization in a one-shot-3ms-measurement should be readily possible. Such a prototype opens the way for the development of MRI compatible real time magnetic tracking systems which could be integrable in surgical tools for MR-guided minimally-invasive surgery.

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Billions of years ago, Mars could have been a planet very like Earth with copious liquid water on its surface. But over time, that water rose into Mars’s thin atmosphere and evaporated off into space. There are only very small amounts of water vapor left in the atmosphere today, and a new study shows that vapor is being lost even faster than previously believed.

The research, published in the journal Science, used data from the Trace Gas Orbiter in orbit around Mars to see how water moved up and down through the layers of the Martian atmosphere in order to understand how fast it evaporates away. They found that the vapor changes through the seasons and that in the warmer months the atmosphere hosts a whole lot more water than expected, in a state called “supersaturation.”

When the atmosphere becomes supersaturated, this makes the evaporation of water happen even faster. “Unconstrained by saturation, the water vapor globally penetrates through the cloud level, regardless of the dust distribution, facilitating the loss of water to space,” the authors explain. Even when the density of dust or ice particles in the atmosphere changes, that still doesn’t stop supersaturation, so the evaporation of water continues at a brisk pace.

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Neuroregeneration entails not only neurogenesis, but also regrowth of lost connections and birth of non-neuronal cells. While adult neurogenesis in humans is only known to occur definitively in a few precisely circumscribed regions of the brain, work in other species suggests that science has only scratched the surface of the full regenerative potential of our own nervous systems.

The serotonergic system has widely been shown to control many aspects of neuroregeneration. In some regions, it facilitates neurogenesis, while in others, it seems to inhibit it. In the case of inhibition, a recent example has been published in PLOS Biology. The authors used a zebrafish model of Alzheimer’s disease to show that amyloid-induced interleukin-4 (IL4) promotes neurogenic stem cell proliferation by suppressing the production of serotonin. In these animals, there is a unique neuro-immune interaction through which IL4 secreted by dying neurons activates microglia. In turn, microglia reciprocate by revving up neural stem cell proliferation.

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