AI in Health and Fitness
1) How to Spot Fake “AI Coaching”
This is the best-known version, “AI training plans,” “AI nutrition coaching,” “AI habit support,” and chat-based guidance that responds to your goals. At its best, this can lower the barrier for beginners. It can help someone go from “I want to get in shape” to a reasonable weekly plan, reminders, and simple adjustments. Major companies are clearly moving in this direction. Apple describes Workout Buddy as an Apple Intelligence feature that uses your workout data and fitness history to deliver encouragement during workouts, and it runs on your device. (Apple) Google and Fitbit have also rolled out a public preview of a Gemini-powered personal health coach inside the Fitbit app, including goal-setting and weekly plan suggestions. (Abramson) Here is the part to watch in 2026: “AI coach” is also becoming a buzzword that can make old-school automation sound like something revolutionary. Plenty of fitness tools have existed for decades, basic calculators, pre-built programs, “if this then that” rules, simple questionnaires that spit out templates. Slap a chat interface on it, call it “AI”, and suddenly a generic plan sounds customized, simply because it is delivered in a conversation. That does not mean the tool is useless. Trust me, I love how useful AI can be for our lives but it just means you should evaluate it like a tool and not a professional. A simple standard helps: good coaching adapts to context, not just inputs. If a product cannot explain how it adapts, what guardrails it uses, and when it tells you to stop and get real help, treat it as a draft generator and not something that can make decisions for you. The FTC has also warned more broadly about deceptive “AI” claims, which is relevant anytime a company is using “AI-powered” as a credibility shortcut.2) How AI Summaries Can Mislead Training
The second role is not generating workouts, it is interpreting your body. Wearables and apps already estimate sleep, recovery, readiness, calorie burn, stress, and having been doing this for a while now. But now AI can write a story around those metrics, turning those numbers into advice, and sometimes turning advice into something that sounds close to being medical. This is useful when it stays in its lane. Trends over time can help you notice patterns, like “I sleep worse when I train late,” or “my steps crash when work gets chaotic.” It becomes risky when it suggests certainty from uncertain signals, or when the language starts sounding diagnostic. The bigger issue is that people increasingly get health guidance from AI summaries before they ever reach a professional, and those summaries can be wrong. A Guardian investigation published January 2, 2026 found Google’s AI Overviews sometimes produced misleading health advice, including examples that experts warned could cause harm. (Gregory) That matters for fitness because people often make training decisions before they ever talk to a coach or clinician, and they base those decisions on quick answers about pain, symptoms, supplements, or what a metric means. The “avoid” here is not wearables, it is over-trusting the interpretation. A recovery score can be a hint. It is not a medical test, and it should not override common sense, especially if you feel unwell, injured, or unusually fatigued.3) Why Online Credibility Is Easier to Fake
This is the role that makes 2026 feel different: AI makes it cheaper and easier to fake trust at scale. One version is deepfakes. Reporting has documented AI-generated videos impersonating real doctors to spread misinformation and promote unverified products on social platforms. (Campbell) An ABC investigation also described deepfake videos using Dr. Norman Swan’s likeness to push unproven supplements and weight-loss products. (Meagher) Another version is the surge in weight-loss scams riding the GLP-1 wave. Reuters reported Novo Nordisk warning consumers about counterfeit Ozempic in the U.S. (Roy) The FDA has also warned about counterfeit Ozempic found in the U.S. drug supply chain, and it has warned consumers about unapproved GLP-1 products sold directly to consumers and mislabeled “for research purposes” or “not for human consumption.” (Food and Drug Administration) Then there is the quieter credibility problem, fake reviews and testimonials. The FTC finalized a rule banning fake reviews and testimonials, which matters even more in a world where AI can create convincing “social proof” at scale. (Federal Trade Commission)How AI Can Help
None of this means “avoid AI.” It means put AI in the correct position. AI is genuinely helpful as a support tool. It can organize your plan, suggest simple progressions, generate alternatives when equipment is limited, and summarize your logs so you can see patterns you missed. The healthier relationship is simple: AI can assist your process, it should not replace your judgment. Use AI for drafts, then apply human standards. If the plan does not include progression, recovery, and realistic scheduling, revise it or scrap it. The score you get are just context clues and not commands. Be cautious with medical or medication topics. For injuries, symptoms, or anything involving prescriptions, verify with qualified professionals and trusted medical sources, especially because counterfeit and unapproved products are actively circulating which AI can easily believe to be legitimate because of “popularity”. (Roy) Pay attention to your data and privacy. Many health apps are not covered by HIPAA, and the FTC’s Health Breach Notification Rule applies to many health apps and connected devices that sit outside HIPAA. (Federal Trade Commission) AI can make fitness easier to start and easier to stick with. AI can be a powerful part of your routine when you stay in control of the plan.If you want coaching that is actually coaching, come train with us. Pure Function group classes give you real programming, real feedback, and a plan that adapts to your life, not just your inputs. Check the schedule here: [Group Class Schedule Link].