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Michelle Odemwingie on AI in Education | Goalkeepers 2026

A test score can show what a student understands, but it doesn’t always tell the full story.

As a former educator, Michelle Odemwingie learned this firsthand in her own classroom. Now, as CEO of Achievement Network, she’s using data and AI to give teachers clearer insights into student development and help them tailor learning to each student’s unique needs.

Hear her powerful story about helping students learn and feel authentically seen: https://youtu.be/Td6qbAPnhx4

#WorldTeachersDay


What if a test could tell a teacher more than what a student got wrong?

Brain circuit remembers stresses to help shape reactions to them

Researchers at the Icahn School of Medicine at Mount Sinai have identified a previously overlooked brain circuit that helps explain how prior adversity can make the brain more reactive to future stress.

The study, published Sept. 30 in Nature and conducted in mice, identifies a small, deep brain structure called the anterior hypothalamic nucleus (AHN) as a critical hub that scales the brain’s response to threatening events. The research team found that dialing its activity up or down directly altered how strongly the animals responded to stress.

“Why do some people develop debilitating mental health conditions in response to stress while others do not? One known risk factor for heightened stress sensitivity is a history of prior stress, such as early childhood adversity or adult traumatic stress. However, at a biological level, we still do not fully understand why this is the case,” says Zachary Pennington, Ph.D., lead author of the paper, who conducted the research as a postdoctoral fellow in the Cai Lab at Mount Sinai and is now an assistant professor of psychology and a member of the Djavad Mowafaghian Centre for Brain Health at the University of British Columbia.

Experimental drug reverses paralysis and vision loss in multiple sclerosis model

A drug developed by a UVA Health scientist has not only stopped but reversed paralysis and vision loss in a mouse model of multiple sclerosis. The results are striking because existing MS treatments are designed to reduce future inflammatory attacks, not restore neurological function already lost.

The research is published in the journal Science Translational Medicine.

The drug, Kamuvudine K-9, is a derivative of HIVdrugs already approved for use in people. It was developed by Jayakrishna Ambati, MD, founding director of UVA’s Center for Advanced Vision Science and the DuPont Guerry III Professor in the UVA School of Medicine’s Department of Ophthalmology.

This Dangerous Fungus Has Become Resistant to Every Major Antifungal Drug We Have… Twice

There’s a new fungus amongus, and it’s raising red flags among health care experts because it resists all the major antifungal treatments.

The discovery involves Candidozyma auris (formerly known as Candida auris), an emerging fungal pathogen that has already become a serious problem in hospitals around the world.

Since it was first described in 2009, this fungus has spread to more than 60 countries across six continents, causing healthcare-associated outbreaks and invasive infections, with mortality rates of 30–50 percent reported in some situations.

Mitochondrial carrier SLC25A34 links clock, diet, and temperature control of adipocyte lipid cycling

An unexpected and potentially big finding:

A single mitochondrial protein has an outsized role, acting as a central node, coordinating our circadian clock, temperature, dietary cues, sleep/wake cycle to control brown fat metabolism.

Brown/beige fat burns energy to keep the body warm and is linked to metabolic health. Its activity follows a daily rhythm (high when you’re awake, low during sleep), but it can also ramp up *suddenly* in response to cold weather or a fatty meal. How one system handles both scheduled and surprise demands was a mystery — until now.

The answer: one mitochondrial protein, SLC25A34.

The researchers found that three different signals — the circadian clock, diet, and temperature — all funnel through a single orphan mitochondrial transporter called SLC25A34.

How it works:

- During sleep: The circadian clock proteins REV-ERBα/β shut off SLC25A34 production.

Catalog of mitochondria across life’s family tree unearths unusual functions

A research consortium has generated the broadest look yet at the proteins that make up mitochondria, capturing the organelle’s diversity across multiple branches on the tree of complex life. With major contributions from Broad Institute scientists and its Proteomics Platform, the consortium generated and analyzed the mitochondrial proteomes of one plant and five single-celled pathogens that affect millions of people globally every year.

Their results reveal unexpected functions of the organelle, clues to its origin and role in the evolution of complex-celled organisms known as eukaryotes, and potential new drug targets for neglected tropical diseases.

The MitoCarta Tree of Life project was led by scientists at the Broad Institute, Mass General Brigham, Harvard Medical School (HMS), Harvard T.H. Chan School of Public Health, and Boston University Henry M. Goldman School of Dental Medicine. Their findings appear in nine scientific papers and a commentary article in Cell and related journals.

AI-powered medical devices must be tested in real-world settings

@ Nature this week calls out lack of real world data for AI medical algorithms.

AI-powered medical devices that inform clinical decision-making need rigorous, real-world testing equivalent to what’s required for drugs and self-driving cars.

- Since ChatGPT’s release in late 2022, generative AI has flooded into clinics rapidly — roughly 3 peer-reviewed articles on clinical AI publish every day, and 230+ million people weekly ask ChatGPT health questions.

- AI systems now handle admin tasks, order labs, help prescribe drugs, interpret X-rays/MRI/CT scans, and diagnose rare diseases.

- But regulatory oversight lags: some AI-powered medical products are being certified *without* real-world assessment.

Why current testing falls short:

- Most AI tools are novel, so there’s little existing clinical data to benchmark against (unlike a revised stethoscope or new bandage).

Get Support For Adaptive Sports

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CAF exists because health insurance almost never covers sport specific equipment, even when it’s the thing that gets someone back to the sport they love. Sport is deemed a lot of the time ‘not medically necessary’, but seeing how so many of our users thrive in their sport, we’d like to differ! CAF made supporting disabled athletes their mission and since starting, they’ve awarded over 60,000 grants to athletes across 105 sports.

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If you or someone in your family has a permanent physical disability and wants to get into sports or back to it, it’s worth applying!

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Apply here: https://www.challengedathletes.org/caf-athletes/

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