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A battery-free sneaker could help doctors monitor changes in movement and recovery

• Rutgers researchers developed a prototype smart shoe that analyzes walking patterns without needing a rechargeable battery.

• The shoe uses artificial intelligence to classify movements, including walking at different speeds, running, and climbing stairs.

• The technology achieved 95.4% accuracy in testing, but more research is needed before it can be used to monitor patients with movement disorders.

Smartwatches and fitness trackers can help people keep tabs on their activity, but Rutgers University engineers are exploring another way to monitor movement: putting the technology directly into a shoe.

The researchers developed a prototype sneaker that analyzes how people walk and uses energy generated by their own footsteps to power its electronics. The design could eventually help doctors monitor changes in walking patterns among people with Parkinsons disease, spinal cord injuries, traumatic brain injuries, and other conditions that affect movement.

Walking patterns, also known as gait, include details such as speed, balance, stride, and rhythm. Changes in these patterns can offer clues about a person's health, risk of falling, or progress during rehabilitation.

Currently, doctors often assess gait by watching patients walk during relatively short appointments. A wearable device that collects information over longer periods could eventually provide a more complete picture of how someone moves in everyday life.

How researchers developed and tested the shoe

The team, led by Rutgers biomedical engineering professor Simiao Niu, designed a system that combines movement sensors, a small processor, and artificial intelligence. The findings were published in the journal Science Advances.

The shoe contains a device in its sole that generates electricity from the pressure and friction created with each step. A specially designed circuit converts that energy into a usable form, allowing the electronics to operate without a conventional rechargeable battery.

When you are walking or running, you automatically have biomechanical energy available, so you can harvest this energy, Niu said in a news release.

We want to solve the fundamental bottleneck in current wearable devices. We are developing a smart wearable with integrated AI functionality that can harvest energy on its own, so you dont need to worry about charging. Once you put it onto the charger, you typically forget about it, and then you dont wear it.

An accelerometer measures foot movement along three axes, while an AI algorithm analyzes the measurements. The system classifies activity in 15-second intervals, identifying slow walking, fast walking, running, or climbing stairs. The results appear on a screen attached to the shoe.

Researchers initially developed an AI model that examined 21 movement characteristics. However, it required more memory than the shoe's processor could accommodate. By focusing on variations in movement along the three axes, they created a smaller model that ran faster and required less power.

The researchers developed and evaluated the system using data from four healthy volunteers between the ages of 23 and 26.

What the findings could mean for consumers

The streamlined AI model classified movements with 95.4% accuracy. It also ran about 15 times faster and used approximately one-sixth as much current as the original model. Laboratory testing showed that even slow walking generated enough electricity to power the system.

If further research supports its use, the technology could eventually help healthcare providers track changes in patients' movement, assess rehabilitation progress, or identify unusual walking patterns that may warrant closer attention.

The prototype is still in its early stages. It has not been tested in older adults, people with movement disorders, or patients undergoing rehabilitation. It also cannot currently diagnose medical conditions, predict falls, or determine whether a treatment is working.

The findings offer an early look at how everyday footwear might eventually help people and their healthcare providers understand changes in movement without adding another device to charge.

Target's price-match policy has changed, but shoppers can still get money back if prices drop

• No more competitor matching: Target no longer matches prices from Amazon or Walmart, following a policy change in July 2025.

• You still have 14 days: If an eligible item drops in price at Target within two weeks of purchase, you can request a refund of the difference.

• Check before you buy: Target.com prices can differ from in-store prices, and asking for a price match could save you money at checkout.

If you've ever bought something at Target only to see it go on sale a week later, you might be able to get that money back.

But there's a catch.

Target quietly made a significant change to its price-match policy in July 2025, eliminating its longstanding practice of matching prices from Amazon and Walmart.

That means finding a $79 blender on Amazon that costs $99 at Target won't get you a $20 discount anymore.

However, Target's own "Price Match Guarantee" still offers shoppers a way to save, both before and after making a purchase.

The 14-day rule shoppers should know

Here's where the savings opportunity comes in.

Let's say you buy a coffee maker at Target for $89.99. Eight days later, Target drops the price to $69.99.

Under Target's policy, you can request a $20 price adjustment, provided the item qualifies and the lower price is still available when you make your request.

The same rule applies to qualifying Target Circle deals that automatically apply when you identify yourself as a member.

But the timing does matters, as once that 14-day window closes, Target won't honor the lower price.

How to actually get your money back

The process is fairly straightforward, but it depends on where you made your purchase.

• If you bought it in a store: Bring your original receipt (paper or digital) and show the current lower price at Guest Services. You can also request a match at checkout before purchasing.

• If you bought it online: Contact Target through its online chat or call 1-800-591-3869. Have your order number and the current lower price ready.

Keep in mind that Target doesn't accept screenshots as proof of a lower price. You'll need to show the live price on Target.com, in the Target app, or in a digital ad.

Target employees must be able to verify the price themselves.

Don't overlook Target's online prices

Here's another savings opportunity that's easy to miss.

Target acknowledges that prices can vary between its website and physical stores. That means the item sitting on the shelf in front of you could potentially cost less on Target.com.

Before checking out, pull up the exact item on Target's website and compare prices. If the website shows a lower eligible price, ask the cashier to match it.

Just be aware that Target won't match the lower price offered at a different Target store. And if you're using the Target app, it must display the price for your current store location.

What Target won't price match

Not every discount qualifies.

Target excludes clearance and liquidation items, certain gift card promotions, refurbished merchandise, and several other categories.

You also can't combine a price match with Target coupons or certain personalized Target Circle bonuses.

However, shoppers can still use their Target Circle Card to receive the usual 5% discount on eligible price-matched purchases.

The takeaway: Check your purchases twice

Target's decision to stop matching Amazon and Walmart prices makes comparison shopping more important than ever.

But its remaining price-match policy offers a simple opportunity that shoppers shouldn't overlook.

My best advice is whenever you make a significant Target purchase, set a reminder to check the price again about 10 to 12 days later. If the price has dropped, request an adjustment before your 14-day window expires.

It takes only a minute to check, and you might get back $10, $20 or more without having to return a thing.

A European study finds that energy efficiency is already influencing lending decisions, with extreme weather potentially playing a bigger role

• Homes with better energy ratings may qualify for more favorable mortgage terms, while less efficient properties could face financing challenges.

• Researchers interviewed 25 financial and real estate experts to understand how sustainability factors into European property lending.

• Flooding, wildfires, and other climate risks could increasingly influence financing decisions, potentially making affordable housing harder to access.

When shopping for a home, buyers usually focus on the purchase price, monthly mortgage payment, and neighborhood. But a propertys energy efficiency could also affect how easily buyers secure financing and what terms they receive.

A new study from researchers at Aalto University in Finland found that European banks are already considering properties energy performance when making lending decisions. Looking ahead, climate-related risks, including flooding and wildfires, could become increasingly important.

The research highlights a growing connection between a homes environmental performance and its financial prospects. A property with a strong energy rating may qualify for a green mortgage or other financing advantages. Meanwhile, a home with poor energy efficiency could require costly upgrades, potentially making it a riskier investment for lenders.

For people taking out a mortgage, or considering buying a home, it is important to understand that the environmental performance of the property already affects banks lending decisions and loan terms, researcher Seppo Junnila, Professor of Real Estate Economics at Aalto University, said in a news release.

How researchers examined mortgage lending

Published in the Journal of European Real Estate Research, the study explored how sustainability affects residential property financing across Europe.

Researchers Maria Holopainen, Anniina Saari, and Seppo Junnila began by gathering preliminary information through industry interviews and workshops, then compared those insights with existing research to develop questions for further investigation.

They subsequently interviewed 25 lending and sustainability experts from 14 organizations, including 10 banks and four real estate advisory firms. Participants represented Northern and Central Europe, with some specializing in residential mortgages and others in commercial property lending.

The researchers analyzed the interviews alongside publicly available documents outlining banks green financing policies. This approach helped them identify common practices, differences between markets, and the factors lenders consider when evaluating properties.

What the findings mean for homebuyers

The researchers found that energy performance certificates, which document a buildings energy efficiency, are already a central part of European green property lending. However, the financial benefits of owning an energy-efficient home vary by market and lender rather than following one consistent formula.

The study also found that banks often favor financing new buildings because they can more easily meet green lending requirements. Older homes that need energy improvements may face a disadvantage, even when renovations could improve their environmental performance.

Climate risks are another concern. Banks are increasingly paying attention to hazards such as floods and wildfires, although their importance varies depending on a property's location. These risks could eventually play a larger role in financing decisions.

For consumers, the findings suggest that a homes energy efficiency and exposure to climate hazards may deserve closer attention during the buying process. Asking lenders about green mortgage options and researching potential renovation costs could help buyers better understand their choices.

The deal potentially challenges established wireless carriers, offering consumers alternatives

By Mark Huffman of ConsumerAffairs

• SpaceX has agreed to buy nationwide wireless spectrum that could help Starlink become a major U.S. mobile carrier.

• The proposed network would combine satellite and ground service, potentially improving coverage in rural areas, cellular dead zones and buildings.

• Consumers could gain another wireless choice, but the deal requires regulatory approval, and pricing, launch timing and supported phones remain unannounced.

SpaceX is taking another step toward turning Starlink into a full-fledged mobile service, announcing an agreement to acquire nationwide wireless spectrum from investment firm Grain Management.

The agreement covers up to 14 megahertz of paired spectrum in the 800 MHz band. The transaction remains subject to Federal Communications Commission approval and other closing conditions.

For consumers, the potential payoff is broader coverage and another company competing for their cellphone business. However, buying spectrum the radio frequencies used to carry wireless communications is one step toward building a network consumers can use.

Combining satellites and towers

SpaceX says the acquisition addresses a key technical gap in its ambition to make Starlink Mobile a major mobile carrier in the United States. Its planned network would combine satellite connections with a ground-based wireless deployment after final FCC approval.

The new frequencies would serve a different purpose from Starlink Mobiles existing 2 GHz mid-band spectrum. SpaceX says the mid-band spectrum would provide high-capacity service, while the lower-frequency 800 MHz spectrum would add coverage capable of reaching through obstacles, including walls, to devices inside buildings. Those are company expectations; the announcement does not establish how well the finished network will perform in individual homes or workplaces.

That indoor capability would be a significant expansion beyond the conditions advertised for todays Starlink-powered T-Satellite service. T-Mobile describes that offering as providing texting and selected satellite-ready apps on compatible devices in most outdoor areas where users can see the sky.

More rural connectivity

A successful satellite-and-ground network could be particularly useful for people living in rural communities, driving through areas with spotty reception or spending time beyond conventional cellular coverage. The practical benefit would be fewer places where a phone loses its connection, although actual coverage would depend on the network SpaceX deploys.

The deal also raises the prospect of another substantial competitor to AT&T, Verizon and T-Mobile. More competition could encourage lower prices, better coverage or more generous plans. Those are potential consumer benefits, however, rather than savings promised in the announcement.

Several questions remain unanswered. SpaceXs announcement did not include retail pricing, a launch date or a supported-device list for the expanded network. Consumers therefore cannot yet determine whether their current phones will work or whether switching would reduce their bills.

When service details become available, consumers should compare coverage where they actually use their phones, the full monthly cost, device requirements and any limits on calling or data. For now, the spectrum agreement signals a broader mobile ambition, with the consumer offer still to come.