Showing posts with label wearable technology. Show all posts
Showing posts with label wearable technology. Show all posts

Thursday, September 10, 2026

Apple Watch's new AI features are normalizing the idea that technology is always listening

I bet this happens also or will happen soon with other smart wearable devices and smartphones! This is only the beginning! This technology is still kind of experimental!

Generally speaking, if we want smart technology to support us in our daily lives, one has to allow continuous recording of our activities.

Like police officers' body cams this may make you a nicer person interacting with others. Smile, don't curse! Maybe this is just one benefit.

The concern that it may reduce interaction with others seems to be overblown.

According to this product review below, the new watch features seem to be kind of inconvenient/cumbersome to operate and allow only for a few seconds of recording.

" ...  its watches will now be able to process live audio and transcribe what was said. ...

Apple forged ahead in this area because it was afraid that another company, such as OpenAI, would soon introduce a competitive AI device of its own. ...

Already, recording devices have impacted the way people behave in real life, studies have shown, as has social media and data surveillance culture. Knowing you could be recorded at any time has a dampening effect on how you interact with others and engage in self-expression. ..."

Apple Watch's new AI features are normalizing the idea that technology is always listening | TechCrunch


This almost a silly if not counterproductive example for watches that cost $399 or $799.


Friday, September 04, 2026

US military disabled ad tracking on troops' devices following reports of targeted attacks by enemies

Serious stuff! Essentially any and each personal wearable computer device worn by a soldier anywhere in the world could be exploited/spied on by adversaries.

Notice this article is only about government issued devices.

Notice the two articles do not report which country is behind this neither does the letter by the US Senator (e.g. China, Russia, North Korea). Why this secrecy?

"The U.S. Department of Defense has disabled advertising tracking on troops’ phones and computers as part of an effort to protect them from threats that target their locations, according to a letter shared with Sen. Ron Wyden.

Per a letter shared with the senior Democrat on the Senate Intelligence Committee, Wyden said that the U.S. Army, Air Force, Navy, and Marine Corps, and Special Operations Command have all disabled advertising tracking across their government-issued devices. ..."

US military disabled ad tracking on troops' devices following reports of targeted attacks | TechCrunch

Wednesday, September 02, 2026

Norway considers ban on camera-enabled wearable 'pervert glasses' or some of its features. Really!

Again, prohibition is the totally wrong and primitive approach! Like prohibiting younger children from using social media and so on. It reeks of government paternalism!

Are the Luddites back? History does not repeat, but it rhymes!

This seems to be a recent trend in Western countries to resort to prohibition to deal with new technologies. This is rather a sign of incompetence of Western politicians! Why such ad hoc measures? To gain time to come up with better solutions?

Hold users of smartglasses or wearables responsible for what they do is much preferred!

"Norway considers ban on camera-enabled wearable ‘pervert glasses’
Norway is considering a ban on smart glasses and other camera-enabled wearable headsets as it seeks to regulate the controversial technology amid privacy concerns. ...

The country’s digital minister Karianne Tung, as quoted by the AFP news agency, said that the government is looking to regulate the use of camera-enabled wearables, such as those made by Meta and Snap. ..."

"... "This could, for example, mean banning features such as facial recognition of other people in public spaces," she said. ..."

Norway considers ban on camera-enabled wearable 'pervert glasses' | TechCrunch


Tung, Karianne O. (1984-)
Minister of Digitalisation and Public Governance
Is she a Luddite? (official photo)




Saturday, July 25, 2026

Wearables: Monitoring movement in infants

Amazing stuff! However, it appears this research is not quite new, see e.g. A smart jumpsuit tracks infants’ motor development (published in 2022 by the same institution as the senior author of this research article)

From the editor's summary and abstract:
"Editor’s summary
Evaluation of infant spontaneous motor activity currently requires clinic visits and trained observers.
Airaksinen et al. used a wearable motion sensing jumpsuit to monitor infant movement and postures at home during free play.
Deep-learning classifiers objectively characterized 220 motor metrics in 92 typically developing infants aged 4 to 19 months, generating motor growth charts of emerging postures and their dynamics.
Approximately 91% of these motor metrics generalized to an independent clinical cohort of infants including both typical and atypical neurodevelopment, and 55% of the metrics statistically distinguished the two groups.
These findings suggest that wearable sensors could provide objective, home based quantitative measures of motor development dynamics to support routine care or to better understand developmental patterns. ...

Abstract
Early gross motor performance is a key component of neurodevelopmental assessments, and longitudinal follow-ups in personalized health care need better objective methods for measuring it. We studied how the detailed characteristics of infants’ gross motor development could be modeled with age-normative growth charts. We performed serial at-home measurements (total of 580 measurements, 1227 hours of free playtime) from a cohort of 92 typically developing infants at 4 to 19 months of age, using wearable suits with four movement sensors. A previously developed and validated, fully automated analysis pipeline detected postures and movements at a second-by-second resolution, to be used for deriving 220 detailed motor metrics of postures, movements, transition dynamics, locomotion types, and activity counts. The results showed that early gross motor development is sufficiently stable for constructing robust growth charts, most prominently for modeling evolving postures and their dynamics, and a wide range of motor metrics have sufficient temporal stability to provide reliable individual-level tracking. External validation in a clinical cohort with 39 infants, including participants with both typical and abnormal neurodevelopment, showed that the growth charts were highly generalizable (91% of the studied motor metrics were statistically comparable to those of the normative cohort), and 55% of the motor metrics showed statistical differentiation of abnormal neurodevelopment. These findings indicate that measurements of at-home wearables can provide assessments to meet a wide range of needs in health care and developmental science."

In Science Journals | Science

The NIH’s All of Us Database Expands into Multiomics, a landmark data release

Good news! This could be a game changer!

"Late last month [June 2026], the National Institutes of Health (NIH) announced an expansion of the All of Us database. The United States created the All of Us research program to capture the diversity of the American population by building a comprehensive database to help solve the country’s health challenges through research.

The latest update expands the program’s database, which now includes health data from over 747,000 participants and adds, for the first time, multiomics information such as proteomics and RNA sequencing (RNAseq) data. ...

Over the last seven years, the All of Us database has expanded significantly. The latest update brings the number of EHRs close to 482,000 and makes health information from over 747,000 participants available to researchers. These data, in turn, provide an in-depth look at participants’ genomic information, including more than 1.3 billion genetic variants, 553,000 genotyping arrays, and 96,000 structural variant records ... 
Additionally, the new dataset now encompasses 600,000 physical measurements and survey responses from 747,000 participants, providing social, environmental, and behavioral information. ..."

"Today [6/30/2026], the National Institutes of Health's All of Us Research Program made history, unveiling the world's largest integrated dataset that combines unparalleled genomic depth with real-world clinical and wearable data. More than 747,000 participants across all 50 states and territories have shared data, enabling the linkage of nearly 482,000 electronic health records connected to 535,000 whole genome sequences. ...

This release moves All of Us beyond sequencing and into the multiomics era, providing researchers with unmatched statistical power.

  • Short-Read Whole Genome Sequencing: The short-read Whole Genome Sequencing has grown to include more than 535,000 participants.
  • Overlapping Multiomics Cohort: Over 8,000 participants of diverse genetic ancestry now have fully overlapping multiomics data across three advanced modalities: long-read sequences (>14,000 total available), proteomics (nearly 10,000 total), and RNA-seq (nearly 9,000 total).
  • Over 1.3 Billion Total Genetic Variants: Providing unparalleled resolution to map rare and common diseases.
  • Advanced Analytical Capabilities: New built-in tools allow for efficient, standardized analyses of relatedness, phasing, pharmacogenomics, and newly debuted HLA and mtDNA analysis.
  • Targeted Callsets: Includes deep-dives into the exome, ClinVar, AC/AF thresholds, and CMGR to drastically improve variant-calling accuracy.
...
Transformative Real-World Data: EHR, Wearables & Environment
All of Us dramatically expands the real-world data available to researchers. Clinical utility has scaled massively, bridging the gap between genetic codes and real-world diagnoses.

  • 22% Growth in Electronic Health Record (EHR) Data: Strategic expansion of EHR data sources for growth in phenotypic data offerings with participant-mediated EHR data (58K participants) and HIE EHR data from CLAD (15K participants). Linked EHR have grown to nearly 482,000, now connected to 535,000 WGS samples.
  • First-Ever Clinical Notes Release – an unprecedented depth in phenotyping: Registered researchers now have secure access to unstructured clinical text, with 96 million NLP-derived concept codes extracted from 9.5 million clinical notes across more than 99,000 participants using the CLAMP tool, all mapped to the OMOP standard vocabulary for seamless cross-referencing with genomic data.
  • World's Largest Accessible Fitbit Dataset: Active tracking data is now available for 68,000 participants, with Apple HealthKit integration coming soon for an initial 20,000.
  • New Sleep Data Tables: Three new Fitbit sleep tables add granular longitudinal insights, including daily sleep stage summaries (REM, light, deep, wake) for 62,000 participants, derived sleep log metrics, and micro-indicators of sleep fragmentation.
  • Geospatial & Environmental Data: An upcoming release will integrate residential and geographic data linkages, enabling researchers to study air quality, neighborhood resources, and social determinants of health alongside genetics.
...
To date, nearly 23,000 registered researchers at institutions across every state have used the All of Us Researcher Workbench, producing over 1,400 peer-reviewed publications.
This secure cloud-accessible platform democratizes science, giving a researcher at a small community college or a high school student the exact same computational power and data access as a Nobel laureate at a coastal institution. That access has already led to:

  • A first-of-its-kind genetic test predicting inherited risk across eight cardiovascular conditions.
  • A low-cost prostate cancer risk model now in clinical trial with 5,000 Veterans.
  • Researchers identifying existing medications and novel genetic changes that may help prevent Alzheimer's disease..
  • Data showing that 8,000 to 9,000 daily steps are a meaningful protective threshold across multiple chronic conditions.
..."

The NIH’s All of Us Database Expands into Multiomics | The Scientist "With RNAseq and proteomics data from thousands of people, the database provides scientists with diverse precision health data on almost 750,000 people to power research."

Tuesday, July 21, 2026

Fitness tracker early on indicate pregnancy and miscarriage in women before conventional pregnancy tests

Good news!

"... For many women, the first sign that they might be pregnant is a period that doesn't arrive when expected. This is around the same time it's possible to take a pregnancy test. With the exception of some tests that claim to be able to detect a pregnancy early, most aren't able to spot the change in hormones until the first day of a missed period.

But Ravika is one of hundreds of women who are reporting online that they are seeing the signs earlier than this, through the data on their fitness trackers.

Fitness trackers - including smart rings, smart watches and chest-mounted trackers - have surged in popularity in the UK. According to YouGov research, 36% of British adults in January 2026 owned and used a fitness tracker - nearly twice the proportion in July 2019.

Finnish-US company Oura has the highest sales in the smart ring market, which also includes India-based Ultrahuman, and Hong Kong-based RingConn.

Predicting miscarriages as well as pregnancies

One of the key signs of pregnancy is a change to body temperature - which means trackers that can monitor body temperature are popular with those trying to conceive.

In a typical cycle, a woman's body temperature will be elevated until just before her period comes, when it drops sharply. In early pregnancy, body temperature usually stays high. If a fitness tracker measures body temperature, it can pick up on this early symptom.

As well as her stats, Ravika started reading Reddit posts from women who said their Oura ring had predicted not only their pregnancy but their miscarriage as well, through the ring's "major signs" notification. ..."

My fitness tracker knew I was pregnant before I did