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Jul 16, 2022

Firm managers may benefit from transparency in machine-learning algorithms

Posted by in categories: business, education, employment, information science, robotics/AI

In today’s business world, machine-learning algorithms are increasingly being applied to decision-making processes, which affects employment, education, and access to credit. But firms usually keep algorithms secret, citing concerns over gaming by users that can harm the predictive power of algorithms. Amid growing calls to require firms to make their algorithms transparent, a new study developed an analytical model to compare the profit of firms with and without such transparency. The study concluded that there are benefits but also risks in algorithmic transparency.

Conducted by researchers at Carnegie Mellon University (CMU) and the University of Michigan, the study appears in Management Science.

“As managers face calls to boost , our findings can help them make decisions to benefit their firms,” says Param Vir Singh, Professor of Business Technologies and Marketing at CMU’s Tepper School of Business, who coauthored the study.

Jul 16, 2022

X-energy’s TRISO-X Fuel Fabrication Facility to Produce Fuel for Advanced Nuclear Reactors

Posted by in categories: economics, employment, nuclear energy

The TRISO-X, LLC Fuel Fabrication Facility (TF3) will be the nation’s first High-Assay, Low-Enriched Uranium (HALEU) fuel fabrication facility. TRISO-X is a wholly owned subsidiary of advanced reactor designer X-energy, LLC. TF3 will use uranium enriched between 5% and 20% to produce fuel for advanced and small modular reactors of the future. TF3 will manufacture TRi-structural ISOtropic (TRISO) fuel, an advanced fuel that is tough enough to handle the higher operating temperatures of several advanced reactors under development.

The U.S. Department of Energy (DOE) is supporting the development of TF3 through an award with X-energy, LLC under the Advanced Reactor Demonstration Program (ARDP) 0, which aims to speed the demonstration of advanced reactors through cost-shared partnerships with the U.S. nuclear industry. The design and license application development of TF3 was also supported through an $18M (federal cost share) industry FOA that was awarded to X-energy in 2018. TF3 will initially provide the TRISO fuel for X-energy’s Xe-100 high-temperature gas reactor.

“The TRISO-X Fuel Fabrication Facility represents the intersection of some of DOE’s hard work to bring advanced reactors to commercialization,” said Alice Caponiti, DOE’s Deputy Assistant Secretary for Reactor Fleet and Advanced Reactor Deployment. “We’ve been investing in R&D on TRISO fuels for decades. Now, with funding through ARDP, TF3 will bring the next evolution of nuclear fuel to reality, advancing new nuclear technology, creating new jobs, and supporting the clean energy economy.”

Jul 16, 2022

Tiny bubbles in semen could contribute to ‘unexplained infertility’

Posted by in category: biotech/medical

A small study in men suggests tiny bubbles of cell membrane found in semen are different in those with unexplained infertility issues compared to those with no fertility problems, which could help explain the mysterious condition.

Jul 16, 2022

How Bike Lanes Benefit Businesses

Posted by in categories: business, transportation

Even when they get rid of a few parking spots in the process.

Jul 16, 2022

Nuclear fusion gets closer to reality with this new reactor

Posted by in categories: nuclear energy, space travel, sustainability

This article is an installment of The Future Explored, a weekly guide to world-changing technology. You can get stories like this one straight to your inbox every Thursday morning by subscribing here.

If nuclear fusion was a viable energy source, everything could be electrified. Electricity would be so cheap that projects that seem impossible now could be within our grasp, like commercial space flights, desalinating sea water, or direct air carbon capture.

Continue reading “Nuclear fusion gets closer to reality with this new reactor” »

Jul 16, 2022

PhD Student Transforms Balcony at Kerala Uni into Stunning, ‘Healing’ Vertical Garden

Posted by in categories: mobile phones, neuroscience

A bubbling waterfall and plants that purify indoor air, no cellphones, and a pebbled path — every element in this garden has been built to boost mental well-being and reduce stress.

Jul 16, 2022

Optogenetics at the presynapse

Posted by in categories: biological, genetics, neuroscience

This Review provides a comprehensive overview of presynaptic applications of optogenetic tools, including the associated challenges, current limitations and future directions for this approach.

Jul 16, 2022

Study Finds Traditional Native Indian Medicine Effective Treatment for Type 2 Diabetes

Posted by in categories: biotech/medical, health

Several traditional medicines commonly used in South Asia, are effective in maintaining blood sugar levels in patients with type 2 diabetes, according to a new study led by experts at the University of Nottingham.

Many South Asian countries, including India and Nepal, have been using the Ayurvedic natural medical system for thousands of years. Some of the herbs included in this traditional medical system are also used in other parts of the world including Iran, China, and Mexico – to name a few.

It features a multi-pronged and individualized approach to managing health conditions that can include lifestyle modification (including diet), Ayurvedic detoxifying and purifying therapies (e.g. Panchakarma), and Ayurvedic medicines (containing plant, animal, or mineral-origin ingredients – single or in combination).

Jul 16, 2022

MIT Engineers Work To Harness the Liver’s Regenerative Abilities To Treat Chronic Disease

Posted by in category: biotech/medical

Tissue Model Reveals Key Players in Liver Regeneration By tracing the steps of liver regrowth, MIT engineers are striving to harness the liver’s regenerative abilities to help treat chronic disease. The human liver has incredible regeneration capabilities: Even if up to 70% of it is removed, the.

Jul 16, 2022

Body vs. Brain: Scientists Discover Evidence for an Autoimmune Cause of Schizophrenia

Posted by in categories: biotech/medical, neuroscience

Scientists identify an autoantibody that may cause schizophrenia in some individuals. Researchers from Tokyo Medical and Dental University (TMDU) have discovered that some people with schizophrenia have autoantibodies—which are made by the immune system and recognize the body’s own proteins, rat…