AI Guardian - a summary post

This post will be updated for a week or two. It's to track those interested in the AI Guardian concept; this and similar posts have the tag "AIGuardian"

• Spectrum-ainnova.org blog post on the concept of an AI Guardian. I think this is a repurposed older business site that sold adapted reading materials. I follow the blog.
• Reddit post on AI assisted creative tasks for adults with cognitive disabilities 

What I am up to these days - Smartphones for all (updated)

Update 12/29/2023

I've retired the Smartphones for all project, at least for now. I really couldn't find much interest in the topic, so I came to feel I was writing something just for myself. I have retired the sphone4all.com domain, it will be soon available for others (including, certainly, spammers can scammers - no way to avoid that).

I have moved archived the WordPress site as a subdomain of another domain I own. If for any reason you'd like to see the archives they are at:

https://www.sphone.bethebestyoucanbe.us/

I've removed the URLs from the post below.

Original: 4/2018

This blog is quieter than it used to be. There are a few reasons for that, but mostly I’m spending blogging time slogging away on the Smartphones for All book project — which is now iPhone specific. I publish chapter excerpts on a blog there every few weeks. Here are a few recent examples:

• Chapter excerpt: Location Sharing for Explorers – techniques – Smartphones for All
• Chapter excerpt: The ethics of location sharing – Smartphones for All
• Chapter excerpt: managing phone spam for special needs iPhone users – Smartphones for All
• Voice and Video options for iPhone Explorers – Smartphones for All
• Creating contacts for an Explorer – Smartphones for All

You can follow that project by blog feed, or on Facebook or visit the blog to see all the recent posts.

I no longer make predictions as to when I’ll be done. I know the topics to cover, I write and revise, one day it will be finished. I plan to do the Amazon self-publishing thing.

AI and special needs adults: The AI Guardian is in sight

Over the past decade I've written on social media about the concept of an AI Guardian, but I realize I've never put it into a blog post [4]. With the release of the LLM AIs [1] including ChatGP4, ChatGPT plugins,  and recently GPT Agents (GPTs) the AI Guardian is much closer than I'd expected. So it's time to write something.

First, of course, I decided to ask ChatGPT. I've never seen the concept of an AI Guardian online, but evidently I've been looking in the wrong places. As of its April 2023 incarnation ChatGPT4 has quite a bit to say:

You: What do you know about the concept of an "AI Guardian" for special needs adults?

ChatGPT

The concept of an "AI Guardian" for special needs adults, particularly those with low IQ or autism, revolves around using artificial intelligence to provide support and assistance in various aspects of daily life. This concept is still emerging, but it has several potential applications: 

Safety Monitoring: AI can be used to monitor the individual’s environment for safety hazards or emergencies, alerting caregivers or authorities when necessary.

Routine and Schedule Management: AI systems can help in managing daily routines, providing reminders for medication, appointments, and other important activities.

Behavioral Analysis and Support: For individuals with autism, AI can analyze behavior patterns to predict and mitigate potential stressors or overstimulation.

Communication Aids: AI-driven tools can assist in communication, especially for non-verbal individuals or those with speech difficulties, by interpreting signs, gestures, or other forms of non-verbal communication.

Learning and Skill Development: AI can offer personalized learning experiences and skill development activities, tailored to the individual’s needs and learning pace.

Social Interaction Facilitation: AI can help in guiding and facilitating social interactions, which can be challenging for some individuals with special needs.

Health and Wellness Monitoring: Continuous monitoring of physical health, including vital signs, sleep patterns, and physical activity, ensuring prompt response to health issues.

This concept is still in its nascent stages and raises important considerations regarding privacy, ethical use, and the need for human oversight. It's crucial to balance the benefits of AI assistance with the dignity and autonomy of the individuals being assisted. As a physician with experience in health informatics [2], you'd appreciate that while AI can provide valuable tools, it cannot fully replace the nuanced understanding and empathy provided by human caregivers.

Well, that covered the bases. I would love to know what ChatGPT4 has been reading on this topic.

In our family iPhones and narrow focus AIs like Google Maps have been both an essential tool for independence and a screen addiction curse [3]. The ability to locate our children was key to them learning to navigate by bike and bus. Mapping tools compensated for very limited navigation ability. Calendaring helped with anxiety and organization. Notes and Reminders helped with memory and recall limitations. Beyond the obvious advantages of messaging we discovered both our children were better able to process text messages than verbal communication -- especially for difficult topics.

Now there is the near term prospect of far more support going forward. Monitoring email, messaging and apps for the scams and frauds that live on the cognitively disadvantaged. Monitoring financial transactions for worrisome trends and events. Monitoring home environments for worsening or dangerous conditions. Encouraging better diet and activity.  Acting as a job coach. Appropriately paced and reinforced lifelong learning. Guiding our children through the vast complexity of medical care. Even providing a form a companionship in time or facilitating finding company in the physical world. Doing, in other words, what Emily and I do after we are incapacitated or (inevitably) dead.

In the absence of personal immortality for Emily and I the AI Guardian is the best hope for our children's longterm health and happiness. Even as I have profound concerns about the disruption that comes with the rise of the modern AI I also have hope for a better options for the cognitively disadvantaged.

- fn -

[1] Some dislike applying the term "AI" to Large Language Models because they don't appear to be conscious or sentient.  Much of my professional career was loosely related to precursors of modern AI and there is absolutely no doubt that in 1995 we'd have called ChatGPT a bloody scary AI. The goalposts are mobile. LLMs are AIs by any reasonable definition. Insofar as we understand human cognition we do much of the same things that LLMs do.

[2] This "as a physician" bit startled me until I remembered that I'd given ChatGPT4 that information as a persistent context for our sessions.

[3] I tried writing a book on how best to balance these harms but I gave up when I finally accepted that there was absolutely no interest in such a book from the community I was writing for.

[4] A 2015 post on Google Inbox was the closest I could find on the topic of AI assistance. I tagged that nsAI for non-sentient AI.

Email cleanup - reducing predation opportunities

After falling prey to a predatory "Second Swing" (golf) promotion #1 agreed to let me cleanup his email stream.  He's fond of signing up for email but, inevitably, there was more garbage than he could handle.

I unsubscribed from about 20 lists and deleted perhaps 5000 messages -- all junk.

I'm hoping he'll let me do this periodically. He's particularly vulnerable to email marketing but he does use his email and he dislikes clutter.

Explosions and anxiety: Adult special needs life is a tough haul

My 26yo son, "#1", is pretty solidly in the 3-4th (bottom) percentile of cognitive abilities. It's a cognitive continuum of course; what's true of the 3rd percentile can also be true of the 10th or the 20th -- especially when lack of sleep or alcohol is involved. So this isn't just about special needs adults. It's something useful to understand for tens of millions of Americans.

The other day he exploded. No harm came of it, except to him. It's a behavior we've known from childhood though it's only with time we came to understand how closely tied it is to his anxiety.

It happened during an ice hockey game. We play together at local pickup games. He's a good mid-level adult hockey player, a step above me and our usual pickup skaters, but he's not a fitness guy. He gets tired towards the end of a game and, unlike a neurotypical player, he doesn't push himself. He just takes it easy. (This logical but socially wrong behavior isn't unique to #1.) This can irritate teammates who expect him to perform well.

In this case a teammate made a mildly inappropriate (for this kind of hockey) criticism of #1s lackadaisical play. Once upon a time I'd have made a similar comment, but I've learned it doesn't work. What works is to praise the things he does well. (This simple principle took me forever to learn and apply.)

I get those kinds of comments myself from better players sometime -- but I enjoy them.  It means I can guilt my critic into being a reluctant game-long coach. (Sadly this only works once, they don't really want to coach.) Or, if it's late in the game, I'll laugh and say "yeah, I suck". 

That's advanced stuff. In this case #1 was tired. He exploded with a red faced rant and various scary seeming threats. I was nearby though, so I sat between him and his critic and explained to the poor guy that my son was a special needs adult and that I'd sort things out. #1 hates to hear himself described that way (you would too) but the moment passed for everyone but my son. For him these things endure.

I've learned not to criticize these behaviors -- for him it's all about extinction-reinforcement. I was able to walk him through how I'd have handled the comment. It wasn't over though. He's been kind of wreck since. He's complaining of a variety of physical symptoms consistent with somatization (or some horrible disease that we'll feel very bad about -- my wife and I are both physicians). It's hard to understand his internal reasoning but his behavior is consistent with shame, guilt, and a deep fear of exploding again. His usual response to an episode like this is to replay it for years and avoid the setting. I don't know if he'll continue to do the pickup hockey. For now we're managing what we think is somatization (and not, say, some post-COVID neuropathy or lymphoma [1] or whatever) and working on resetting him.

Not a good day, but also not avoidable. But it could have gone much worse. It does go much worse. A lot of men with limited cognitive or emotional control can melt down like this. If police are involved and aren't at the top of their game it can escalate very badly. Even if police aren't involved it can turn into a physical fight with all of the problems that come from that. Most special needs adults, and most men, don't have a 60+ neurotypical father to sit between them and the guy they are excessively angry with.

It's a hard world out there. If you're one of the lucky guys with good emotional control and understanding it might help to know how this goes. If you're a cop -- I hope you're getting the autism/special needs training now being introduced into high performing police forces.

- fn -

[1] That's physician humor. Any symptom can always be early lymphoma.

See also:

• The Explosive Child and other books (2007)

Social media ad-based education on fake profiles soliciting funds

Our two special needs children are chronologically fully adult now. The challenges they face are increasingly complex but their capabilities have likewise grown.

As in the past their challenges are not unique to adults with a life history of cognitive and/our neurological disorders and diversities. They are, however, more vulnerable than most adults to social media predators who focus on loneliness and relationship frustration. I have a thought on what to do about that, but first I need to provide some context for people who don't live in this world.

In the past I had more control over our children's online actives. That is no longer true, most of what they do online is their own affair.  That's partly because managing online activities at any age is very difficult; parents and guardians fight against vast economic forces with little support from Apple or Google. Mostly though it's because they want and deserve the right to make choices, including bad choices.

The bad choices including falling victim to loneliness exploits. Being alone socially and sexually is one of the biggest hardships of adults with cognitive disorders. This is an intractable problem. Cognitively disabled males outnumber females by a large margin (the curse of the stunted Y chromosome) and social interactions including friendships and sexual relationships are almost always cognitively matched. Additionally friendship creation and maintenance requires significant social and cognitive skills.

Loneliness exploits are diverse and can shade into a straightforward business transaction. Is Patreon money solicited for custom art or storytelling an exploit or a commercial transaction or a bit of both? Is the "friendship" of the Patreon relationship different from my favorite writers responding to my tweets? How does this compare to "only friends" or phone sex or sex work?

Fake social media accounts are a step beyond the murky world of Patreon friends. All men receive Facebook and Instagram messages that feature images of beautiful women with large to absurdly large breasts. Most of us understand these are not entirely sincere, but this can be difficult to explain to a lonely adult with a significant congenital or acquired cognitive disability. They want to believe, they forget explanations, and for some the line between imagination, memory, and reality is fluid.

If the authors of these fake profiles were satisfied with small monthly stipends they could be considered just another step beyond Patreon purchases or "only friends" memberships. Sadly, the authors of these fake profiles are looking for large amounts of money. The problem needs our attention.

It's a hard problem to approach directly. "I was looking at the notifications on your lock screen and this beautiful woman is actually a desperate 43 yo man in a Sri Lankan sweatshop" doesn't go over well. Instead I'm going to try responding to the next large breasted invitation I receive and then use the thread to do "hey, look what I got, do you think this is real?" indirect education.

Which leads me to the idea that prompted this post. The best way to educate vulnerable adults about this problem would be a targeted Facebook and Instagram advertising program. These would be paid ads to vulnerable users to remind them that beautiful young women do not do not send flirtatious messages to strangers. 

It would be tricky to get these ads onto social media accounts; they aren't the kind of ad that attracts Instagram users. Government support could help, but the cognitively disabled community is too small and invisible to get political support. However the demential (acquire disability) community is large, growing, and politically important. So there might be a way to benefit the congenitally cognitively disabled community by targeting the acquired disability (dementia) community. I need to play with that idea a bit. 

It would be interesting to try running a small local campaign that targeted my son. If I do that I'll update this post.

Progress in adulting

 Progress in adulting

1. When asked to do something he doesn't want to do #1 rants for shorter and shorter periods of time and often then just does it. (Assuming he sees the point of it.) Or he comes up with a reasonable compromise.
2. #2 has a line on a reasonable government job that he can do well and that is well suited to him. (Government jobs have lots of accommodations and support for neuroatypical.)
3. #1 hasn't gotten a handle on his diet (he's classic 'metabolic syndrome') but he understands the need and sometimes he tries. He cheerfully does his 300 calorie a day bike trainer routine. Every day.
4. #1 has done a good job as a volunteer/aide for special hockey. (He can't really play because his shot is far too hard for our goalies and he never figured out how to shoot any other way.)
5. #1 has managed, so far, to avoid conflict with an adult coworker who bullies and torments him.
6. #2 has passed his community college courses so far and may be willing to do more technical coursework (that's likely to be a good fit for the gov job).
7. #2 has been doing a solid CrossFit derivative workout once weekly. He's willing to exercise 3 times a week and his strength and endurance are consistently improving.

Exercise for autism - the home mini-CrossFit program

A few weeks ago I posted about a mandated 300 calorie a day weight stabilization program for #1. I also mentioned there's a different program for #2. There's no mandate for his program -- it's something he and I put together. He dislikes exercise but feels it his duty to do it.

The program has 3 events each week that we do together:

- Depending on season either a 1h singletrack mountain bike ride or a 1h MN Special Hockey event.

- A few miles of walking or (depending on season) 2h family road bike ride or 1h outdoor ice skating loop*.

- Home mini-CrossFit

The home mini-CrossFit is a highly scaled version of a standard CrossFit workout -- perhaps 1/3 of the intensity and effort. We have a COVID home gym so we have a good range of options.  He does it with my wife and I; having Mom participate was key to building his confidence.

After some experimentation we've settled on a standard pattern. First the "WOD" (workout of the day) then the strength portion. The strength portion is standard power lifting, no Olympic lifts. We have a good set of dumbbells and a full rack and bar.

The WOD follows a standard pattern. It has four different movements that vary widely (movements are chose to also be a warm up for the strength portion since he won't do a separate warmup). The duration is always 16 minutes and each movement is done within 1 minute (so each of the 4 movements has 4 reps) or 2 minutes (each of 4 movements has 2 reps). Movement number is set so he has roughly equal time spent working and resting.

We've been doing this particular pattern for a few months and he's dramatically fitter and stronger. I don't think he realizes how much he's improved. Things that were hard for him a few months ago he now does while reading his phone. I have been gradually increasing the frequency and weight as he starts to finish in 15 seconds rather than 30 seconds. Sometime in the next year his bench press will pass mine.

I think most of the improvement is from the mini-CrossFit, though the singletrack ride would tire many adults and its certainly helpful. His exercise days are my rest days, but the effect is still impressive. It helps to be young.

* Years ago our entire family inline skated at the Metrodome every week or two all winter long. It was great and we'd do it again ... except that structure was torn down for an essentially useless Vikings football stadium.

Metabolic syndrome and cognitive disability - 300 calories a day with Zwift and a Schwinn IC-4

Short version

A cognitively limited adult with early metabolic syndrome (hyperlipidemia, elevated glucose, elevated blood pressure, obesity) has halted weight gain over 9 months with a 300 calorie a day exercise program and some compliance with dietary guidelines.

Ingredients

• Schwinn IC-4 trainer ($900 to $1000 depending on demand and supply chain). This is one of the few quality cycle trainers on the market that doesn't require a subscription. (Review)
• Zwift exercise service on iPad ($15/month - we could put this on his ABLE account but I hate his ABLE account)
• Zwift Companion on iPhone to monitor activity (free)
• iMessage to send screenshot of activity and praise (free)
• The ability to disable WiFi service to a specific iPad (free with most routers)

How it works

To receive free afternoon WiFi service to his iPad #1 must do one of:

• Complete 300 calories on the IC-4 trainers as measured by Zwift (bluetooth connection to the IC-4). This takes him about an hour at a fairly easy pace.
• Go for a bike ride -- his usual ride is about 10 miles and takes about an hour but sometimes he goes longer
• Go for a CrossFit workout. He does this infrequently now -- that's a challenging social environment. He'll go most often if the son of a close friend of our family is there. (He's pretty strong by the way!)
• Participate in a family exercise outing -- typically bicycling or Nordic skiing

There are no days off -- it's 300 calories daily.

I check his workouts after 5pm using the Zwift Companion app on my iPhone. I take a screenshot and send him (and my wife) an iMessage praising his work. The iMessage is very important; if I forget he's likely to stop doing the workout.

Background - including health challenges of adults with cognitive disabilities

Obesity varies by education -- which is also a proxy for cognitive ability:

Adults who didn't finish high school had the highest level of obesity at 35.5 percent, followed by high school graduates (32.3 percent), those who attended college (31 percent) and college graduates (22.2 percent).

Adults with cognitive disabilities have the greatest risk of all. When #1 was younger he was pretty active -- participating in many sports from wrestling to inline skating to bicycling to hockey to mountain biking and more. As an adult in a socially challenging world his activities are much more limited.

His diet hasn't helped. It was never healthy, but with income from his two part-time jobs it's gone from bad to worse (switching from Coke to Coke Zero helped). His BMI steadily increased over the past two years to 30, at the low end of obesity. That's bad by itself, but his obesity is abdominal. The worst kind. 

Emily and I arm twisted him into a basic evaluation and he's classic metabolic syndrome. Everything is at the high end of normal or worse: BMI, blood pressure, glucose (HgbA1c), and LDL. He had "diabetes in 5 years with MI at 45" all over him. [1]

So we decided to exercise the "guardian of a dependent adult" role and came up with a 300 calorie a day goal and the Zwift/IC-4 scheme. Given his diet and screen habits that's not enough to lose weight but we hoped it would hold him for a while.

The incentive was WiFi restriction of his iPad. I framed as "earning" the WiFi. If he didn't do the cals, he didn't earn afternoon WiFi for his iPad (I can disable that from my wifi router).

It's #1's nature to 'just say no'. He says 'no' to most everything, then often 'yes' after he's given it some time. In this case his objections were, by his standards, pro forma. He didn't get upset when he lost WiFi for a day and then he just started doing the cals. He likes the Zwift app and rides with this videos, podcasts, and music. He takes his time -- anywhere from 50 to 70 minutes for about 10-11 miles and 300 calories.

Every day I check Zwift Companion on my iPhone, screenshot his work for the day, and iMessage it with a comment. That's important. If I forget he stops riding.

He's done it daily for 9 months, 3 seasons and a pandemic. It's a routine, and he's good at routine. He gets bored with it, but then he can do road biking or hockey or CrossFit or something else. So I'd call it successful.

PS. More posts on exercise in special needs children and adults. Incidentally, #2 is classic autism spectrum and very different from #1. He's "overweight" but not remarkably and, with fewer complaints over time, routinely does 3 exercise outings a week -- mountain biking/inline skating, home CrossFit with Emily and me, and a family bike ride or equivalent.

- fn -

[1] Or, if he was willing, he'd be on metformin, a glutide, and atorvastatin. I'm a convert to the Church of Lipitor. That sh*t is amazing.

Update 10/26/20221

I wrote their were "no days off" but he insisted he did an adequate amount of exercise running food at the local NHL arena and shouldn't have to do the trainer those days. I didn't believe it, but he wore his Apple Watch and showed me an estimate of 600-800 calories per shift (over many flights of stairs). So he won that one.

Special Needs CrossFit

It's been two years since #1 started working with a personal trainer I knew from her CrossFit coaching, maybe one year since he started going to my regular CrossFit classes.

#1 is 23 now. He can read at about a third grade level, most of his writing is text messaging to Emily or I. He's impulsive, but has generally done well with listening to coaches and workplace supervisors. Putting it all together I thought CrossFit was a bridge too far. Trying it was his idea, not mine.

I was wrong about that. He can now do up to 2/3 of a workout with some minor guidance. Sometimes he does less, but over time he's getting better. His belly grew during the lockdown, it's been shrinking since our gyms reopened. His mood is substantially better. He rarely pushes the limits of his strength, but when he does he's clearly stronger than his 61yo Dad (he is built like a bull - his "max effort" is my routine effort).

If he persists then sometime in the next 3-4 years he will be doing the men's "Rx" workouts. I can rarely do those.

The box has been supportive but they really haven't done much for him beyond any other member. They know his name, tolerate his eccentricities, and pretty much let him do his own thing. Coaches don't push him and that's the right choice.

Anything could happen tomorrow. He has often given up on things he's good at, often for no reason he can express or we can imagine. Sometimes he goes back to them, sometimes he doesn't.

Still, it has been done. He's not the first special needs adult to do CrossFit it a regular group class, but around here he's been a pioneer. Again.