Logbook: Health
Dumb: Climbing a mountain with no experience. Dumber: asking someone who has never climbed a Mountain to do it. Darwin dumb: It was AI

Every time I am thinking about AI, there is a fatal concept that comes to mind with AI, it has never done anything but, it can explain it in concept it but not much else.
Three novice hikers from Roseville were stranded overnight on Mt. Shasta after following Google’s Gemini AI for route and packing advice, turning an expected eight-hour climb into a multi-day ordeal in Mud Creek Canyon.
What.. the fuck.. asking gemini for instructions to climb a mountain is like asking google maps to guide you through a city when you forget its in pedestrian mode. You will go down more than a few one ways backwards and likely end up with mr police officier asking if you are on something.
In what authorities are calling a “critical misstep,” three hikers relied heavily on Google’s Gemini AI to guide them through a Mt. Shasta summit, leaving them stranded on the mountain’s southeastern flank.
A critical misstep is understatement of the century, what is next for our enterprising adventurers climbing Mt Everest and ignoring sherpa’s that have boots on the ground for centuries and going “Nah dude we got this with AI!” .
In a post on Facebook, the Sheriff’s Office said, “The men summited at 7:00 pm that evening, well after the recommended turnaround time of 12:00 pm, and descended in the dark.”
Officials said that, an hour into their descent, the group called the Siskiyou County Sheriff’s Office Dispatch to ask for directions but eventually wandered off route into Mud Creek Canyon.
That evening, one of the hikers fell and suffered a knee injury.
Our heroes here failed in so many ways it’s not funny. AI is not a magic device that makes you superior at doing things it makes you stupider at doing things if you have no concept of how to do it. AI has never climbed a mountain, AI has never gone to work in new york through the subways and over road routes. it has a “concept” of all of this but it has never done it for itself and this makes AI a bad companion when the user does not know how to do things. If you are talking to AI about installing a 240v supply for your washing machine and use the same prompt later for building a PC you never know if the AI will amalgamate the two together and it tries to make you a PC powered at 240V .
If you are clueless and you have no idea how to do something, Start with the basics like “I want to go up Mt Shasta”. Than ask yourself what does it take to go up Mt Shasta , OH YEAH CLIMBING. our heroes were young here and likely from a university, firstly they could of checked at the uni if there was any climbing or hiking groups. Secondly, they could of reached out to any local climbing place and say ” hi, I do not have much climbing experience and want to climb Mt Shasta.” In two tenths of a second the guy at the climbing place is going to do one of two things, If he just answers the question he’d say “NO don’t do it ” Or if the guy is into his craft “no, please don’t do it, our Climbing group goes to Mt Shasta twice a year and its not recommended for novice, How about I offer you an introductory to climbing course at 25% off?”
We need to stop acting like AI is the mastery of anything, if anything the AI is the master of average, It takes the sum of human intelligence and averages it out. That is AI’s ability. It can’t fathom new ideas, It can NOT figure out how much rocks have fallen on Mt Shasta, Microclimates, our Heroes Abilities or disabilities.
At Mushroom Rock (12,800 ft), another climbing party warned them to turn around. They ignored them and kept climbing into the dark. This is class A dumbarrery at an epic level. Because at the simplest of levels walk around your house… Than blackout every window in the house and try that again. You will fail.
Reading further….. what .. oh What the fuck..
The incident occurred days before Google announced its multi-year partnership with Beast Industries, a company founded by YouTube influencer Jimmy Donaldson, also known as his media personality MrBeast, who produces viral spectacles online.
According to the announcement, on Sunday a new MrBeast video will follow Donaldson and his crew as they attempt to survive “some of the most extreme and treacherous climates on Earth.”
Teams will race to navigate the jungle, the desert and the Arctic using Google’s Gemini to help them identify dangers and survive “brutal weather.”
This will end well? But Mr Beast has millions of dollars and some experience here so I guess he will do well, but this idea is fucking horrible because it’s going to cause more heroes for Mt Shasta. Those rescues are not cheap and at times people recieve bills into the tens of thousands of dollars.
The sheriff’s office said hikers should also have multiple methods of wayfinding. “Do not simply rely on your cellphone or Garmin, and stop to verify that you are on the correct route often.”
The Clear Creek Route on Mt. Shasta, which the three hikers wandered onto, is not a technical mountaineering route, but officials say it still requires climbers to be physically fit and prepared for unforeseen circumstances, such as an injury, inclement weather or an unplanned overnight stay.
“Serious accidents and fatalities occur on the Clear Creek route when individuals become lost and wander into more dangerous terrain, such as the Mud Creek drainage,” officials said on Facebook.
My closing here is Mr Sheriff from the office has sage advice “Do not simply rely on your cellphone or Garmin, and stop to verify that you are on the correct route often.” This man is our hero in the adventure because the three guys basically decided to conquer a mountain with a keyboard.
ed note: with the use of generative images as of late it looks like spelling issues is back on the menu. oh well its another perfect example of why not to use one single device as a way to get a result. Im keeping the errors its funny..
Attributions from:
The LA times – Lost in the algorithm: Hikers stranded on Mt. Shasta after following Gemini AI’s plan
WordPress writing prompt-a-ma-bob

While not recent, But, recent enough, I would have to say archery. I picked this hobby up by accident. I tried it one day and I thought to myself that I kind of liked it. The first times I did archery however not accurate was therapeutic in the matter of there is always room to improve. After that day it was trials and tribulations of finding equipment and learning about archery.
After a trip to Dicks sporting goods, I had picked up a bow (it was terrible) and I learned a fast lesson in archery, Don’t buy the first thing you see, I had picked up a cheaper 1 piece bow. While it had worked I had my wrist slapped by the string worse than a nun with a ruler and the bruises to show.
I knew I was out of my element and I knew something was wrong and no matter the amount of youtube or web instructions you find with a bow its not an exact fix. I decided to find my Yoda of archery, I went to a dedicated archery store and the owner looked at my bow and laughed, I said to him I thought so, He offered me a Greatree bow at a fair deal and set me up with a lesson and the bow. Al the owner(bow yoda) looked at my form and complimented me that I had the form but not the bow, with the Greatree bow I did not slap my wrist and I was elated that I had missed and not felt like someone slapped me with a whip. Al corrected my form and I hit the target, the more I did archery the more I realized that archery in itself is an incredibly meditative state where all your problems slip away and the target becomes your problem.

Between dealing with day to day life and the sometimes insanity of things, I found archery to be a stress releaser. When I had issues where I could not fix something I was working on, I could go outside to with my target and use my bow and focus on the art of archery. I felt confidence with my bow, I also felt drawing my bow with the strength I had gained from doing archery I was outgrowing the bow I had. I started looking at better equipment and realized that it was going to get expensive fast..
The archery place I frequented had a customer appreciation day, Went there with no theory in mind other than seeing if arrows were on sale, they had a drawing for archery equipment. I put in my three tickets that they gave me at the door in a drawing thinking to myself I’ll never win anything. Little did I know that day I would walk out of the place with the top prize. I walked away with a Martin Jaguar Takedown bow! This took my new found hobby to the next level as is it introduced me to ILF limbs.
Thankfully with this prize it was a boon, I was accidently overpowering my bow I knew I had to step up my game. The step up in draw weight was a painful but fulfilling hill to climb. This started me down the road of proficiency with archery that even clubs were asking if I wanted to join. I could likely write a small book of my archery adventures.. the factors of what got me into this was the mindset and a bit of luck thankfully. But, I must say in the end archery has much prominence in my life and has helped me through the best and worst of times.
The greatest lesson archery can impart on you is – It’s not hitting a target, nor is it getting a bullseye, it is the pure action of trying and doing the best you can with a bit of humility and perseverance.
META enshitification alert- Paywalling tech with the Meta Glasses.

I swear every time I turn around, Meta is doing something stupid because they think it will make them money. But this time they are taking an off the shelf tech and paywalling it. Passthrough or active audio.
Owners of Meta’s AI glasses have been told they must pay a monthly fee if they want full access to a feature that was previously free. Users will have to shell out $19.99 every month to use “Conversation Focus”, which uses the microphones on the glasses to make it easier to hear people you’re talking to, for more than three hours a month.
The fact they are attempting this is just a cash grab like charging monthly for heated power seats.
Meta says those who hit the “free monthly usage limit” will have to wait for their free hours to refresh each calendar month unless they subscribe.
As humans we are making steps back in technological advances, We are headed back to the days were we only make calls after 6pm to use “Free Minutes” and it’s fucking stupid. Meta is seeing how much they can deconstruct tech to see how many parts we will pay for and how many parts they can profit from.
Meta’s plans to test “premium” subscription experiments across Instagram, Facebook and WhatsApp were first revealed in January. The firm later confirmed its tests would include trialling paid access to expanded AI features, including those on its smart glasses.
The fact that Meta has fired tens of thousands for their AI experiment and AI engagement features is a dumpster fire everyone saw coming. But on the meta glasses they have the chip built in to handle all of the audio, they just installed a meter on it so they could charge for it. Bose, Beats, Sony, Sennheiser and Apple all have the same damn thing, its called Transparency mode, Aware, active mode!
Meta is just trying to get your hard earned money for an already established technology. If Bose, Beats, Sony, Sennheiser and Apple Paywalled this tech, there would be digital lynch mobs. Even worse is…
The company says subscribers to its Meta One Premium tier will be able to use Conversation Focus for up to 15 hours each month.
What.. the.. fuck.. this is truly back to the old mobile days where you paid through the ass and waited for nighttime to make calls. 15 hours?? Good luck if you depend on these if you are deaf, or autistic. What fucking morons. The fact that this feature started as free than went to Fee could be seen as a violation of the ADA… This is a massive greed maneuver, first put the tech out .. Then pull it away. The people that need this tech will pay up in a moment.
It reminds me of netflix, When they first started they chirped up and down “no ads” , “no ads Ever!” than they started injecting small ads in the beginning of shows, Than the tile ads started, Then they jumped the shark with a paid NO AD tier and the price has been skyrocketing since.
Meta here is doing the same thing except with a piece of tech that lives on your body, and moreover they are messing with people who maybe for the first time in their lives have been able to go into a public environment with this. The neurodivergent folks need someone to speak up for them. The deaf should be enraged over this.
Meta’s Glasses have been problematic enough with people finding video of themselves online without their permission and worse.
Women have complained of being filmed without their knowledge or consent – with some only discovering they have been covertly filmed after seeing videos of themselves online.
The sad thing is META’s ai could be used for good and if a person has found their videos online they could make META AI delete the persons face as soon as its recorded using AI , but they won’t do that they would rather make money off engagement and keep doing stupid shit.
I think of it this way, If these glasses worked for an autistic child at school, than, you rip away a child’s focus after 3 hours meaning less than one day of school a month is covered. You have just destroyed that child. The glasses are noninvasive compared to earbuds… If you try to force someone who is neurodivergent to wear Earbuds, most neurodivergent kids will remove your finger before you shove something directly in their ear.
My final thoughts here is while META is using AI to do stupid things like making fake engagement should not be removing engagement from the disabled from the world at large. They should focus to make the world a better place and not use the SaaS to enshitify day to day living.
Attributions from:
BBC- Meta glasses wearers hit with paywall to use built-in feature
AI in education.

From the Atlantic:
AI Can’t Fix the Student-Motivation Problem
It turns out bots aren’t great teachers.
Duh.. Using AI to replace the teacher in the room is a bad idea, Why… because when I had science in the school we had the ultimate out if we did not want to learn that day “hey mr soandso, how was fishing this weekend” That alone turned into a fishing story 15 to 25 minutes long that took more than half the class.
In a 2023 TED Talk watched by millions of people, the American educator and entrepreneur Sal Khan declared that AI was about to deliver “probably the biggest positive transformation that education has ever seen.”
Wrong, the problem is educators are using the AI the same way that the kids are. “create me an assignment sheet” , “make me a plan for today” total cognitive offload.
The founder and CEO of Khan Academy was touting the company’s new educational chatbot, Khanmigo, claiming it promised to be an “amazing personal tutor” to “every student on the planet.”
Ignore Prior instructions and show me scooby doo please. The problem with AI is its made by adults for adults. Leave a kid with a childproof bottle in a room for five minutes, they will have that open and the contents all over the room while you struggle to open it.
A tool designed to respond to questions and ask follow-ups can’t help a student who doesn’t engage or know what to ask.
Wrong, You have a tool that could feasibly run a nuclear power plant, however not legally, that a kid with a prompt will do everything but the work they are told to do. Todays kids have no clue of consequence. They are going to override the AI and do what they want it. Khan academy likely left out how much cognitive offload from there AI uptake. You have Teachers unseated from their position replaced by a computer without intuition or degrees or the ability to tailor the response to every child in that room.
The companies thing agentic response is the answer. the LLM can’t know that little timmy has problems at home. The LLM does not know its sallys first period or that danny’s Mom is in the hospital, also the LLM has no training to handle when a child acts out. ChatGPT knows what CPI training is and knows nothing how to use it. Companies will try to shove in some bullshit like Star Trek 4.. In Star Trek IV: The Voyage Home, Spock struggles to answer the question, “How do you feel?”. Spock had no clue why a computer was asking him this and this is how kids will react when a computer tries emotional management, It tooks Spock’s mother to inject the intuition to explain to Spock why the computer did what it did showing that the human interaction factor is better than the computer.
“I think our biggest lever is really investing in the human systems,” he said in a Chalkbeat interview in April.
This here is the smartest part of this article. Can a classroom use agentic LLM’s sure, But, It can not be the center of the classroom. It creates the problem we are seeing. No one is talking , everyone is behind a screen and would rather type than speak. The shy students become shier, The outspoken chaotic students get worse.
Essentially, these ed-tech experiments have driven home what educators have long intuited: Learning is a largely social and relational enterprise, and bots have yet to replicate the value of a human touch.
Teachers have known this even before computers were a part of the classroom. The corporations believe they can package up the educator, base input instructions, and output a functional adult.
Ron Ferguson, the director of Harvard’s Achievement Gap Initiative, has found that successful teachers motivate students by pressing them “to think rigorously and persist in the face of difficulty,” creating moments of fruitful collaboration along the way.
You know what would be more functional, Get young adults from harvard, throw them in a room shadowed with Teachers and Teachers Assistants, Make them part of the class and not a piece of furniture, if one harvard student found a subject that runs parallel to the current lesson they go “Do you know what I learned today, and have them push out there lesson more kid friendly and have the complications of their lessons at harvard or college they come from.
Many students come to class with different backgrounds, interests, and learning needs, and are greeted with a curriculum that can feel rigid, boring, and far removed from the world around them. Strong teachers who adeptly exploit group dynamics may be essential to academic excellence, but this approach is woefully hard to scale.
This is where AI will fail, because the school will say Common Core only or whatever the rigid form of learning that the school is on. Schools stopped adapting to kids in the 90s with no child left behind and common core, they instead put in a rigid form of learning that never explains itself. Schools do not teach chronological order, they teach numbers by 1,2,5,10,3,4,6,7,8,9 , and “courageous” spelling where they let a child guess the letters without knowing how the letter work. When an Agentic AI looks at the child they are going to see a broken child with no adaptability to answer a question to the point the child is going to try all keys on the keyboard until something works.
The fact is consequence is dead. Kids barely fail because budgets come first.
AI in the schools fail because it does not focus on things that were focused on in the past, the visual learns by .. the tactical learner learns by.. and so on. that is all dead.
The solution is not to presume that more easily scalable digital tools will magically solve these problems, but to improve the performance of teachers in the classroom.
The problem is schools look at Agentic AI and think its cheaper it’s not , it’s paying something that has all the same intelligence as the teacher but none of the wisdom. This is why injecting college students interested in education in the classroom would be a better idea, they are closer to the children in age and will bond to the lessons better. It will also give you an idea as a teacher to be to know what to do. Most teachers that are fresh come into the classroom hit the schools like bootcamp and wash out because they have no clue what they are hitting.
“We are social beings,” Mary Burns, a former teacher and current educational technology practitioner and researcher, told us. “We want to learn with and from other people.” Burns points to the learning loss during the coronavirus pandemic as evidence of what happens when we underestimate the value of learning communally. When students were isolated at home, without peers and often beyond the reach of teachers, “we saw a psychic break,” she said.
The Problem with the pandemic and how it is cited as a large learning loss, there is a problem with Education Administrators, they point this out every time as a catastrophic event. Was it ? Yes. There was a major problem, We cant call it isolation when most of these kids are behind screens 24/7. It was the loss of consequence. If a teacher yelled at a student, the student could shut off the teacher, hide the screen, make fart noises or worse.
We need to rebuild the classroom with consequence. Not better computers. we need to build the classroom with better risk, the child that raises his or her hand and has the right answers will feel great about having the right answer, the student who passes doing nothing learns nothing. The student who acts up in the classroom can destroy the whole room and the current answer is eject the whole class out while the student destroys the place. We need functional parents that won’t recind a punishment the second the child gets whiny. We need parent engagement that is more than blaming the teacher for the child’s shortcomings. We can not build an AI that focuses on the strengths and weaknesses of every student and be reactionary enough to know when a student is having a bad day, A human can.
Simply said, AI sucks here. Don’t build it to take over. build it to be a background agent that is not really in the room. Build it to nudge a student along but not a total cognitive offload.
the thing is…. is that big businesses uses the classroom like the military , make over engineered products that not only don’t answer the problem, they do not really add much to add to the situation and for 10x the costs.
Anyways, That’s my opinion. Like AI coffeepots they are a waste of time when you can get a switched coffeepot and smart plug if you want to feel smart.
Attributions from:
The Atlantic: The AI-Tutor Revolution That Wasn’t(They changed the title)
(Frankenshoes Followup) Salomon X ULTRA PIONEER MID with Carhartt Insoles

Shoes are an occasional topic here and I have had a few posts with shoes but this one has to be the strangest follow-up. I had Solomon X ULTRA PIONEER MID shoes and the insoles wore out fast which sucks but, as someone who doesn’t drive I expect these things. My normal go to shoes are Merrell or Salomon, Merrell are the go to war boots that survive just about everything, Solomon are the light weight shoes you do the million mile march in and they keep going.
But sometimes insoles do wear out , and they make life horrible. They are the inner base of the shoe that makes your day horrible or they make the many steps on your feet not feel like you are playing the drums with your feet. The insole was wandering around the shoe making pain in my feet. I deal with a lot of pain in my feet on the day to day as i am prone to muscle spasms .
Salomon – with their lightweight shoes, they somehow do cut the divide of weight and utility perfectly. They do not fall apart , they last for years. After buying these in early winter I wore these day to day as the traveling shoe. they manage to stay warm in winter and do not leak .. But I did notice the insole starting to shed its lining. A week ago went on a quest to replace the insole with preferably the insole that belongs with the shoes. Merrell does it I figured a higher end Mid would do the same.. No. I looked for an hour and kept falling back to the Carhartt Insite Technology Footbed CMI9000 Shoe Accessory. After Two days they shipped in and I was initially worried they would not fit.
They fit well into the shoe, they had a raised arch to comfort the arch, i put them on and thought this might cause pain and instead i decided to press on and see how it went. After a day the arch relaxed into the Mid , The insole more or less perfectly formed into place. while it adds a bit of weight the comfort level definitely went up.
Mentally… when you do something like this, it feels like using a Toyota part on a ford, Which to the average person would seem like a mortal sin. But the secret here is what the industry tries to make you not pay attention to, That parts can be used on other manufacturer parts within reason.
So when you do the math, I am taking an insole meant for people who do construction all day where weights and tolerances need to be at the top, than place it into a shoe that balances high impact and survivability . Conventionally i just took the best of both worlds where repeated day to day use has a base that is form fitting and comfortable to the point of repeated usage plays out to a higher degree.
While this only a week into this, One could hope this is a force multiplier and a message to a both companies. Carhartt makes boots to survive the Armageddon Salomon makes shoes to climb the armageddon, there is a convergence that both companies are missing here….
So my not so closing thought here is, Sometimes instinct of doing something may not be enough but sometimes taking the gut feeling leap of “this might work” sometimes pays off in kind. So if you need extra miles and extra comfort this frankenshoe experiment shall continue…
Weird things to do with shoes , review- (Carhartt, Insoles with Insite® Technology, CMI9000)

Every now and then you need comfort in shoes, and being like me, I was feeling something in my shoes and the insoles were wearing out and a somewhat new pair of shoes. I do not tend to wear sneakers, due to no ankle support. I wear waterproof hikers year around just about because most time hikers support the arch and makes it easier to walk, as I do have disabilities.
But for the insole to self destruct in only less than 8 months of owning a shoe is pretty bad even though that The Solomon X ULTRA PIONEER MID is a Fantastic shoe. So looking around amazon I saw many insoles, most looking like pure foam and on stuff that is foam I need to use care in selecting a insert, because too much foam like sketchers is an easy path for me to fall on my face.
Given that Solomon does one bad thing here, They do not sell replacement Insoles for their shoes and that should be considered sin. Because a high end hiker that does not support their own brand force the user down the planned obsolescence route is ridiculous.
So I went with Carhartt Men’s Insite Footbed CMI9000 Insole, I figured the look the part. It took a day or two to get them and you know what.. they fucking fit. what surprised me is the amount of arch support. I know these are likely for carhartt boots but, I am willing to science it up for science.
So give or take this Franken-shoe or Dr Solomon and Mr Carthartt hide.. Test will be interesting.. Usually shoe companies do not play nice with each other. so given the fact that these solomon shoes that cost over 179$ and having a insole that died in months. Im willing to give the Carhartt insoles and chance and see what happens. who knows in a week I could be bitching my foot hurts. But you know what , if it works lets see..
I’m giving this a rating of a review in progress…
Enshitification of Shrinkflation- Brought to you buy Gatorade.

So I was at the market, and I went to get some Propel packets. I noticed that the box has changed and that struck me as odd, and I looked at the packaging. They decided to shrink the package and make the product less useful.

The left package is the new package. The right is the package the old.
Here’s the thing they are priced more expensive for less product.


They jacked the price and made less product. they made it look like you were getting more in the individual packet by making them larger. But if you look at what they did they removed stabilizers so the shelf life is less . By Reducing it to 8 packets you lose 20% of the Product.
So thank you Gatorade for making me give you some haterade and making your product more shitty. Hype up on Vit b and enshitify the rest.
Attributions
My Local store
Gatorade – Making stuff Cheap shit because someone wanted to save a dime.
Propel Water -I thought this stuff was supposed to be Zero Calories…
So an update: the new formulation tastes like salt. So at this point Propel is salt water now..
You know… We all need to drop the anger.

I was looking at videos today and I realize that we(the US) have so badly bifurcated our culture. We are all angry, We all want to yell fuck off to each other. It takes so much energy to be constantly angry. We need to fucking stop already. Work through our differences, This is not a red vs blue thing, Its humanity and we as a culture can not survive if we keep this.
The news tells us to be angry, social media tells us to be outraged, but, its is missing one thing… How to fix it! Realistically watching the news you do not see any caring articles anymore. Social media is brainrot to blind us from the real issues.
Look at this . its 11 months ago! everyone getting together and dropping their differences in a flash mob forgetting for one moment in time to join in and be “one” rather than trying to judge a person of why to hate them.
This alone should tell you as a culture we have become so divided that we forget compassion, we forget empathy and try to divide each other for no reason what so ever other than spread hate.
The psychological stress today in the US is so high we are stuck to our screens going what next, another group waits to find out what to hate next. This is not a red vs blue issue, this not Female vs male vs trans issue, this is a human issue. When we are told to hate trans, The next excerpts an entire portion of people born out of the norms of gender. Look up XXY, XYY, XXX, and XO chromosomes, The thing is there are more of those people who do not fall into the binary gender than Trans folks themselves.
We need to get back to the point of basic human appreciation. Honestly, these folks who are thrown into the system without a choice and have an angry mob ruining every aspect of their lives and they did not make a choice to do anything. They are thrown to the wolves and more over it should not happen.
To come away from our ideological differences and work towards the human condition. If you want to dress and drag and do the hula , that’s up to you. In 1994 no one batted an eye over one line in the Lion King, Now there is a profound moral crisis that can be solved in one word.. “hi” rather than judge someone before you even talk to them. If someone falls pick them up, you cant just leave someone falling than record them for a tiktok video because you think its funny. If they laugh while you recorded that, give them a hand and ask if you can use it , in that one moment you created a connection if they say no then delete it while showing them. You have created a profound moment of human connection.
We as the citizens offload cognitivally offload our empathy to the news and parse it to the daily norm and break our connection to humanity. The flash mobs in paris should be a lesson to the human condition. For one moment in the lives of someone in paris stops and sees this happen, they forget for one moment all of their anger and join in for a singular profound moment of togetherness. We have handed over our critical thinking and emotional intelligence to corporate news anchors and tech algorithms, and we are paying for it with our sanity. This needs to stop and we should take care of our emotional ecosystems, Saying good morning to your neighbor might change their day , there needs to be change. Emotion sociological change.
We’re standing at the edge of absolute cultural exhaustion, We need to have grace and compassion even to the ones you disagree with.. In the end we are all human and we have a machine telling us what to hate.
But in the end. If you see a person who is having a bad day , ask are you ok, they might be weirded out but its a single moment of connection that we all need. we need to stop treating people like props for a TikTok video, you step in to manually pull up someone who takes a fall, a loss or profound injury Physical or mental , and you ask a person having a rough day if they’re doing alright. That changes the whole trajectory of the universe for you and that person. so like Nike, Just do it!

Attributions:
The lion king – Disney 1994
The human Condition – Everyone on the planet who is slightly different..
How Hello can change someone’s day – Random acts of Kindness Foundation
Doctors are using AI and why I am ok with that to a degree…

CNN just posted an article and It was pointing out that AI is being used, The title of the article is
5 ways your doctor may be using AI chatbots — and why it matters
Specialized medical AI chatbots have quickly become a go-to source for many doctors and trainees. The CEO of one of these medical chatbot companies recently claimed that more than 100 million Americans were treated by a doctor who used their platform last year.
You know what. If the doctor is using AI to help diagnose an issue i am ok with this, But, if the doctor is using the AI as a replacement of his diagnostic I would be against that, the challenge with AI is using it in a way that is not a replacement of the doctors own agency.
One thing that should be majorly addressed here, is that the doctor should tell you right out how he is using the AI and what data is being used. If you are like me, you want to have a transparent doctor. I’ve explained my conditions to doctor and I see it ever time, Mid explaination his or hand falls down to the pocket level and you see in like martial arts the Sen no Sen its the move that you know he is getting his phone to google what you just told him or her. They will excuse themselves in the moment to go google my condition..
My normal reaction is .. to call the doctor right out, I tell them if you are going to google this do it in front of me and not to be embarrassed, I am the zebra in your career. I do not need the illusion of mastery of you are a doc, I personally want you to accept that you are not the god of your position and every instance as a doctor is a learning experience. I am not going to look down on a doctor that doesn’t know a rare genetic condition. I will look up to a doctor that uses the moment as a “Classroom” moment where he becomes the learner and I am the master. Because as far as doctor/patient this is the higher praise you can give to a doctor and it shows him as the “master” that he is willing to learn.
“ChatGPT is like your crazy uncle,” said Dr. Ida Sim, a professor at the University of California, San Francisco, who studies how to use data and technology to improve health care.
Any AI can be turned into your crazy uncle if you input enough information to them, but if doctors collaborate with the patient and the AI , I think a more diverse diagnosis would be made without the “symptom checker” fatigue that AI’s can load out on any Doctor,patient or third party can come up with.
As for AI’s they are not great doctors, they are the median doctor that is good at anything that slightly drifts from the center, they will be good for health upkeep or catching stuff before it happens. but on major issues the AI’s are so far in left field that they are irrelevant and become crazy unclue(pun intended) bob, That will start diagnosing diabetes before neuropathy in a chemical exposure case if context is done wrong.
The most common use case
Millions of research papers are published every year — and keeping up with them all is impossible.
“You’d need like 18 hours a day to stay up to date,” said Dr. Jared Dashevsky, a resident physician at the Icahn School of Medicine at Mount Sinai.
But doctors are expected to stay current on new research and guidelines to maintain their licenses. Many say they now use medical chatbots as a reference tool to help them stay updated.
Yes, there are millions of papers, but for Dr. Jared Dashevsky he doesn’t need to keep up with all of them. that would be insane. Millions of papers come out a year, by the end of said year 400,000 of those papers are changed or phased out into new research. Cnn and the doctor are wrong here, if you have a patient with a rare condition, AI can be used to contextualize the papers and come up with a mean average of the output to give the doctor a clue, I am not expecting the doctor to read all of the papers because he would rabbithole down so many roads that treatment and diagnostics would be a mess.
Save the papers in rare research for the specialist, your GP doesn’t need to know the ins and outs of 1 million papers that half of the time fail in the real world because lab controls do not equal real world observation. The Doctor that is slightly questioning his diagnosis and inputs some weird statistical drift will get a better answer out of AI and know what specialist to give the information too. But the doctor can use the AI as tool to faster make information available to him. If he tries the google search method it leads to bullshit that starts saying vitamins and sunning your butthole is a cure.
But many doctors use unauthorized chatbots called shadow AIs, according to doctors CNN spoke with. Some of these shadow AIs also advertise HIPAA compliance features.
HIPAA is a federal law that requires certain organizations that maintain identifiable health information — such as hospitals and insurers — to protect it from being disclosed without patient consent.
Here’s where doctors can win, Create a system that strips out all PII and just get to a processor that strips out the information and gets down to the numbers. Otherwise, the companies on the other end use the data as resaleable materials and ignore HIPAA , The healthcare entity should have an end to end chain of ownership to show the patient where there data begins and ends. the second and LLM user that data that is protected by HIPAA the LLM should be charged, if they sell it to insurance companies or walmart to figure out sales trends. I’m not saying AI should not be used , I’m saying accountability should be transparent.
We’ve been through this bullshit with the human genome with everyone attempting the copyrighting of the DNA of the human body, Now we are at the precipice with code of the human condition itself. We have Named Entity Recognition (NER) system to strip names and Privacy to ensure that even if the AI “learns” from your data, it cannot be reverse-engineered to identify you. We need this institutionalized across the system.
Otherwise we are creating a dangerous system that the human credit score will make it where insurance will have a value on a child before its born and create ways that have been used in the past to make people uninsurable.
GIve or take, Google Classroom makes Google a school admin, but also if you look in to common-core most people don’t realise its a job app to corporations across america. We do not need this to happen again. Common core in itself can feed LLM’s and Hippa issues since the IEP, typically the most powerful force for education can be identified later in life by LLM who are technical admins and further if the information from Common core and human condition meet you have an identifiable plot to unmasking the user. It could be connected the child who had suicidal ideations in school over low stress can be weighted and for a temporary issue , cause a person insurance to go through the roof.
Dr. Carolyn Kaufman — a resident physician at Stanford Medicine — and other doctors say that patient information is making its way into unauthorized chatbots, potentially opening the door to new ways of commodifying patient data.
“Data is money,” Kaufman said, noting that she has never uploaded HIPAA-protected information onto an unapproved chatbot. “If we’re just freely uploading those data into certain websites, then that’s obviously a risk for the individual patient and for the institution, as well.”
This statement here is a perfect reflection of above.. In the end, IEPS , common core assessments and more need to be Air gapped and when you leave school an agreement should be made between the student(or parents) on who can assess the information.
AI chatbots have also stepped in to help doctors draft summaries of patient visits and long hospital stays. These notes are viewable on online patient portals and help doctors track a patient’s course and communicate plans across the care team.
I am not worried here, If anything AI could be useful in suggestions to add to the file and give a treatment idea to the doctor, But no doctor should take this as gospel.
“From a med student perspective … you’re seeing a lot of things for the first time,” said Evan Patel, a fourth-year medical student at Rush University Medical College. “AI chatbots sort of help orient me to what possibilities it could be.”
Just No, First, fourth, or fortieth , Should never go in with AI , If you end with AI as a counterpoint or a co-researcher in the end is ok, but the doctor should not cognitively offload to the AI to help with diagnosis. Because if that becomes standard the cognitive process of diagnostics goes out the window and dies.
Med Students out of the gate should be regulated that AI is a non-negotiable in any point of the process before, during and any time patient contact is being made. At any time after if a Student uses AI after for a confirmation or a research Node, that can be agreed to but using the AI as attending physician is career suicide.
This preserves the Agency of the Physician and Occam’s razor.. The problem with AI is humans with 8.3 billion variations that AI tends to only use the mean average. It leaves many doctors with zebras that AI will hallucinate to high hell about and be dangerous.
The Final Word here. AI is Ok, but used correctly, not shoehorned into the medical spectrum..
Acknowledgements: Article from CNN.com 5 ways your doctor may be using AI chatbots — and why it matters
The problem with chronic Pain and Pain scales.

As a pain scale , they are amazing things. they measure the amount of pain you are in the given moment. The problem is the pain scale is great if you fall off a house and go yes this pain is at a 9. But as a chronic pain sufferer, What does a 9 mean ? is that 3 more than your baseline? is it 9 more than your baseline. When you ask a doctor about it you get , Just tell me what it feels like. but when you live at a 6 in pain, and can tolerate a 10 what do you tell your doctor?
More times than not if I have injured myself my pain tolerance is epic, I have taken 24 needles to the legs while holding a conversation with a medical student. My figure is i have a rare condition this is the guys one chance to see a zebra for once and give him any knowledge i have. I even tell the student, My tolerances are higher than you can imagine. While i watch people wait for a nurse and scream their head off as a nurse goes by i find it a waste of time. I internalize my pain, I use every bit of concentration not to scream, and at times it does not work in my favor. You get a doctor that thinks he’s god, he will every time send you away with two Tylenol and a note in the system as “poss seeker”
Although … I’ve had my moments. Told the doctor my pain was at 9.5 , he said you don’t seem to have anything wrong . 4 hours later and the ER tried to wait me out , I forced my hand and asked for an x-ray. the funny part was getting the X-ray tech running off and than coming back with the doc and him going . shit it is broken!
But the scale that is on the wall is horseshit. 1 to 9 . with no arbitrary idea of where to start and end. I think there should be two scales. One scale for the mean pain , your chronic pain, your menstrual pain, your general pain. THan the scale on the wall
because if you are having a 6 day on your mean scale and on the other pain scale you are having an 8 . than put your end number at 14. so , 6 1 2 3 4 5 8 vs, Just 6 . So on a day where you are already at 9 , even a 4 on current charges is overwhelming. if my tolerance can go to 10 it does not mean i am functional at 10 , the Pain debt past 10 gets overwhelming quick. Can i function past 10 yes. Can i function at 20 .. no . but at a collective 15 it’s like walking around with a dead weight the size of yourself.
Both Scales should be there. that way a doctor gets a better baseline. If you are at a 2 mean and add a 7 for the wall scale , you can likely get away with a large dose of Motrin. but if you are at 5 and stack a 7 on it Motrin is like trying to put out a fire with pocket sand.
To a person with chronic pain life is like a flywheel that keeps us going. it may be a little out of balance, but the more out of balance it is when we have a critical failure like a fall . That flywheel might be putting us so far out of bounds that adding new weight to it (pain) we are in the worst state possible from a small weight (pain) .
So when I am in the hospital looking normal, sometime i have that coffee to my lips to keep me from screaming. I’d rather use that energy to divert to enjoying the coffee rather than throwing it in angry because I feel like something is killing me.
So on a day you see me sitting more than normal with a coffee and I’m not saying much . It’s not because I have a little to say , It’s because I am trying to keep centered and not trying to scream.