Google’s AI Health Guidance Is What I’ve Been Looking for, but I Miss the Fitbit App


After spending all night working on a story about my hands-on time with Google’s upcoming smart glasses, I woke up weary from five hours of sleep. Google Health was sure to make me aware of that: “You’re getting high-quality sleep but not enough of it,” the app said when I opened it. I paid attention.

I was encouraged to drink water, take it easy and get to bed earlier. I appreciated the summary, and it felt a bit different from any other fitness tracker I’ve ever used before.

The new Fitbit Air is comfy and easy to forget about when it’s on your wrist, but the rebooted Google Health app it pairs with is the real change. Deep AI summaries of daily health progress — written up using generative AI — are the biggest focus. The subscription-based AI coaching feels like exactly the kind of feature I’d wanted on wearables for years. Now that it’s here, though, I wish it were layered onto the now-retired Fitbit app instead of existing as an entirely separate experience.

Google Health on a phone next to the Fitbit Air, with the app explaining exhaustion levels via text AI

I told Google Health my muscles felt heavy, and it seems to have served that up to me again.

Scott Stein/CNET

Gemini’s AI observations are helpful, but can be spammy

Text-based AI summaries of activity and sleep data are a clever idea, and being able to chat with the AI about trends in my history feels genuinely novel. But I don’t find myself wanting to chat with it; I just like to glance at the observations and act accordingly. 

I told Google Health I’d done some weight training one day, and it logged the activity based on my description. Beyond that, though, I wasn’t especially interested in telling it how I felt or what my plans were. Mentioning that workout just once also led Google Health to repeatedly remind me about those same weights each day, instead of suggesting other activities I might want to try.

Text, however, can feel messy. Plus, I like charts and clear stat layouts. The Fitbit app always excelled at that, and while Google Health still offers some of those stats on tap, the instant-glance dashboard is largely gone. 

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The Fitbit Air is comfy and feels invisible, which helps me wear it all the time. Its sleep observations are impressive, too.

Vanessa Hand Orellana/CNET

Gemini mostly managed my exhaustion

After a week of terrible sleep habits — a dizzying stretch at Google I/O followed by a weekend at my Princeton collegereunion, where I didn’t get to bed until around 3 a.m. each night — Google Health genuinely helped me understand how badly I needed recovery. It also highlighted which of those short nights of sleep seemed to be the most restorative.

Google Health showing sleep analysis on a phone next to the Fitbit Air

I do like the sleep analysis in Google Health.

Scott Stein/CNET

I appreciated its advice on resting, recovering and generally taking better care of myself. Once the reunion was over, I went to bed much earlier and got sleep that Google Health considered beneficial. It also noted that I woke up late during a deep sleep stage, which can leave you feeling groggy — and, to be fair, I was groggy for most of Sunday.

But Google Health also interpreted my 19-minute walk at 1:44 a.m. late Saturday — or technically very early Sunday — as a “solid way to bridge into Sunday.” In reality, it was just more walking on a 17,000-plus-step day when I was exhausted and trying to find an Uber home, which didn’t feel like much of a healthy transition at all.

Google Health stats on a phone next to Fitbit Air

Not wild about this health dashboard.

Scott Stein/CNET

The new app feels unfinished

I like the AI summaries, but I’d much rather see them tucked into a sidebar or separate panel while the standard Fitbit summaries remain front and center. Then again, if that happened, Google probably wouldn’t be able to put its AI health coach in your face as aggressively as it does now — and that’s exactly what I don’t like. I don’t want my health journey to feel like a feed. I want it to feel like a dashboard.

AI Atlas

Yes, Google’s Health app does have Sleep and Health stat dashboards that can be brought up at a tap, but neither feel as comprehensive and distilled as what Fitbit offered before at a glance. And without a screen on the Fitbit Air, I need those stat readouts on the phone more than ever.

I think this is an evolutionary step. Maybe other wearables (including, perhaps, smart glasses) serve up screens on demand that deliver the readouts I want. But instead, what if Google’s Gemini layer were summoned when needed? As Apple readies its next version of WatchOS and as wearables such as the Oura ring keep advancing in features, AI-infused summaries and coaching are inevitably going to be the future of health tech. 

But I don’t trust AI enough to deeply chat with it, and text summaries and advice can become exhausting. What about infusing these observations into useful infographics? Or just bring back that Fitbit app and add Gemini in? 

There’s still time to consider this, Google. Everything doesn’t have to be an AI feed, even though Google I/O made it clear that’s the direction Google wants to push.





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What Is an Impairment Rating in Workers’ Compensation Claims? (2026 Edition)

An impairment rating is a formal medical assessment that assigns a percentage to the permanent loss of function in a body part (or the whole body) after a workplace injury. It’s the number that ultimately drives how much compensation an injured worker receives once their condition stabilizes.

The stakes are enormous. According to the National Safety Council, the cost of work injuries reached $181.4 billion in 2024, including $36.8 billion in direct medical expenses and $54.9 billion in wage and productivity losses. The Bureau of Labor Statistics also reported 2.6 million nonfatal workplace injuries in 2023 alone. With numbers like these, standardized systems for evaluating and compensating permanent physical deficits aren’t just helpful; they’re essential.

Image generated by Gemini

The Medical Assessment: MMI and the AMA Guides

Before any financial calculation is performed, a specific clinical threshold must be met. State statutes regulate the process, requiring objective medical evidence and standardized evaluation methods.

Reaching Maximum Medical Improvement (MMI)

An impairment rating can’t be assigned until a doctor formally declares Maximum Medical Improvement (MMI). In plain terms, MMI is the point at which your condition has stabilized, and further treatment isn’t expected to produce significant improvement.

Under workers’ comp law, rating a disability before MMI is considered both legally and medically premature. Why? Because the full extent of permanent loss simply can’t be measured accurately while the body is still healing.

How the AMA Guides Work

To keep evaluations consistent, physicians use the AMA Guides to the Evaluation of Permanent Impairment. This reference text lays out diagnostic criteria and calculation models for virtually every type of physical and psychological injury. And which edition your state requires matters more than you might think.

A study comparing AMA Guides editions, released in 2026 by the Texas Department of Insurance Division of Workers’ Compensation (TDI-DWC), found that 59% of cases received significantly lower ratings under the 6th edition compared to older guidelines. That’s a massive difference in benefits for the same injury.

The rating process isn’t limited to physical trauma. Throughout 2026, a nationwide expansion of PTSD Presumption Laws has overhauled workers’ compensation frameworks, changing the burden of proof for psychological injuries and widening the gate for mental health benefit eligibility.

How Impairment Ratings Translate to Money in 2026

Once a physician assigns a specific percentage, the claim shifts from clinical assessment to financial calculation. This is where the rating turns into an actual dollar amount.

Calculating Permanent Partial Disability (PPD)

Your impairment rating directly determines the value of a Permanent Partial Disability (PPD) award. PPD benefits compensate workers who’ve sustained a permanent reduction in functional capacity but aren’t completely unable to work.

The financial outcome depends heavily on injury severity. Strains and sprains are among the most common workplace injuries, making up roughly 23% of workers’ comp claims. Severe injuries like amputations, on the other hand, carry an average cost of $102,500 per claim, pushing the overall average per medically consulted work injury to $48,000.

Because converting a medical percentage into a dollar figure involves complex statutory formulas, many injured workers turn to dedicated tools for estimates. A workers compensation calculator that factors in state-specific limits, age, and wage data can help you project a realistic settlement range. But getting a solid estimate is only part of the equation; qualified legal representation is just as important to make sure the final award reflects your actual loss of earning capacity.

Impairment-Based vs. Wage-Loss Models

Different states use fundamentally different systems to turn an impairment rating into compensation. The two main approaches break down like this:

Approach Type Primary Focus Methodology Impact on Award
Impairment-based Physical/mental limitations Converts a physician’s percentage into statutory benefit weeks Standardized compensation regardless of post-injury earnings
Wage-loss Economic impact Measures the gap between pre-injury and post-injury earning capacity Individualized; focuses on vocational impact, not just medical severity

Disputing an Impairment Rating

Given what’s at stake financially, disputes over impairment ratings happen all the time. It’s worth remembering that an impairment rating is a medical opinion, not an unassailable legal fact. If the methodology is flawed or key medical evidence was ignored, you can challenge it.

The Appeals Process

Not satisfied with your rating? You have the statutory right to contest the physician’s findings. Here’s how the process typically unfolds:

  1. File a formal objection. You or your attorney notifies the state workers’ compensation board that you disagree with the treating physician’s rating.
  2. Request an Independent Medical Examination (IME). A neutral, third-party physician evaluates you and may assign a different impairment rating using the appropriate AMA guidelines.
  3. Submit vocational evidence. In wage-loss states, vocational rehabilitation experts can testify about how your specific medical limitations affect your long-term earning capacity.
  4. Attend an administrative hearing. An Administrative Law Judge (ALJ) reviews the conflicting medical reports, weighs the credibility of each rating, and issues a final, binding compensation order.

Impairment ratings serve as the bridge between medical science and legal compensation. Whether your state uses the 4th or 6th edition of the AMA Guides, getting a precise medical evaluation is one of the most important steps you can take to protect your financial future after a permanent workplace injury.



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