Logbook: Health
Adding AI to Vaers will not make it better…
The Vaers Database is getting an upgrade it seems. The Vaers database tracks reactions to Vaccines. This database has been long used by the AntiVax crowd to point out non-causal links in vaccines.
The Food and Drug Administration (FDA) rolled out a new system using AI, that uses publicly accessible reporting of negative or unexpected health effects linked to medicines, vaccines, cosmetics, animal food and other consumer products. -Source: [Fox News]
While the addition of Cosmetics, Animal food and other stuff seems like a boon to this it is not. it will cause doctors to chase ghosts in the system. If a baby eats dog food after a vaccine and has a reaction it will be logged, When the actually reaction may have been the dog food. This will cloud the new database where Causal reaction will cloud issues casual relation.
This will make it impossible to find out what is the actual problem.
The FDA claims it will have a single, platform that researchers will have access to key data -Source: [Fox News]
Also by publishing monthly there is going to be a much harder time vetting the information. While throwing large amounts of Information To an AI it is likely going to hallucinate if the database is not perfectly formatted.
If you throw millions of variables (Dog Food+ Flu Shot + Rash) into a monthly processing cycle, the probability of a “false positive” signal approaches 100%. The AI isn’t finding truth; it’s finding bullshit correlations.
While this new system claims to be cheaper I feel like the numbers maybe cooked. the Old system you could download the entirety and manually search. If AEMS only allows search through an “intuitive” AI interface, it effectively creates a Black Box. You won’t be able audit what you can’t see. This new device takes the data out of the users hands and may present a fever dream of an answer. It could spit out the entire plot of the 1989 batman movie when the joker poisons products.
In the end, as a researcher, I’d rather have the data in my hands than given what an AI thinks because in the end AI does not have intuition. End all it will flood the research market with uninspired noise that will confuse time tested research methods. Under the new system, a Fart could be diagnosed as a vaccine reaction when it did not take to fact the person ate a 3 bean burrito at taco bell.
Anyways Im out, to have a coffee that will be misdiagnosed as cocaine use in this new system….Stay Caffeinated, Stay vigilant of bullshit…
ps: the amount per search via AI is going to cost an astronomical amount of power vs the several cents worth of electricity of using a CSV.
When did HHS become HHD

Health and Human Services has become lost in the last year. We’ve turned from trying to keep people from getting sick to keep people from fringe things that statistically don’t matter. Targeting things like Red , spending a year on it than going never mind as long as red is not made from oil?! While that is going on the US has had a measles that is threatening the US. This measles outbreak is threatening the US from being nearly free after 30 years. HHS is ignoring measles, Its barely in the news. But back to RED , saying that red has increased autism is a failed statistic. the correlation could confirm autism with anything. The Price of socks has caused autism to rise in the last 30 years. The Consumption of pizza has caused autism to rise. the amount of warmer water in the use of bottled water caused autism to rise. What i mean is HHS is focusing on a bottle of water and wondering why the neck is warmer than the rest. While missing the point that the water has gone green .I have a secret, I know why autism rose… It is crazy. F84.0, F84.1, F84.5, F84.9 . if your a doctor you smiled. if not you have not figured out the big secret here. the magic in this case is diagnostic criteria here. Using diagnostic criteria there were condition that were close to autism and the diagnostic criteria got rolled in with it. Meaning conditions that were orphaned were matched with autism. so was there an explosion of autism, Not really. It just looks that way when otherwise condition with no known cause were that looked like autism. here is the thing, if it looks like autism acts like autism call it autism. Parents had a unneeded shame factor in the 80s and earlier. Your kids weren’t broke, they just marched to a different drum.
Now, Measles Is something that we had nearly gotten rid of , yet now measles is running wild in states. States are dangerously getting close to the bottom of herd immunity. Stop looking at the fucking red and get to the issue of measles. Measles if let to run, will cause long term medical issues to skyrocket. Measles can cause your body to forget to what it is immune to , Imagine having chicken pox again at 25 or 35? Have Asthma .. good luck, severe pneumonia. Acute encephalitis (brain swelling) during the infection can cause permanent intellectual disabilities, seizures, and hearing loss (deafness). Subacute Sclerosing Panencephalitis. This is all very very bad to all of us. The US medical system is already under strain. Doctors need to stop having to worrying about our leaders saying weird shit. and not have worry about red when this measles will cause a crash.
So in the end I restate: STOP LOOKING AT THE FUCKING RED AND GET TO THE ISSUE OF MEASLES.!
We need to talk about “smart” devices…
In this world of AI and smart devices we are leaning towards a smart Armageddon. There are so many stupid smart devices out there. Smart Water bottles ? Fuck that, they are likely stealing your data and location. Smart Toasters? Fuck that you can turn a knob and almost 500$. Smart thing you piss on for tracking hydration.
The sad sad story about this of all of these smart devices that claim to make your life easier are doing one thing. They are taking data from your life apart one piece of data at a time. You end up losing your own agency and sovereignty. They end up selling every piece of your life away for pennies, then reselling that and making more money… if you need a true smart device, buy a whiteboard, it’s safer. it will not steal your data. A whiteboard doesn’t leave you open to marketing unless you pin a pizza advertisement to it. If the smart device company goes out of business you have a Dumb smart brick. You are stuck with someone else’s mistake and a worthless product.
These smart on-the-go devices like water bottles also leak your position in real time with Bluetooth. They are as secure as a screen door on a sub made of paper. Your data also has no chain of ownership, so once your data gets “analyzed” you lost a bit of yourself. You have NO idea where this data is sold off too. This is the sick future of things you will not be able to take a shit without that data being sold off.
If you think about it , a whiteboard is more secure than all of these devices. A smart toaster could leak information about you to an insurance company, You’d have no idea why your rates shot up because they bought data on your carb habits. the piss tracker for hydration could “leak” data saying you are a health risk because you do not drink enough. These billion dollar companies spend more time buying data about you than talking to you. One of the biggest spies in the world …. Walmart!! Walmart could train the CIA. Walmart is turning into a data company that just happens to sell you socks when you need them while tracking your phone. When you are in their stores buying smart shit they follow you around the stores with facial recognition, they likely buy the information from the smart device makers to “help” you make informed decisions. Walmart has used this ecosystem to generate 6.4 billion dollars! they are planing devices inventory tracking that have Bluetooth, the funny thing about that it’s not about that . every time a mobile phone passes these devices will become aware that your phone has passed it . they will map you out through the store and see your exact habits. at that point just buy a cucumber some Vaseline and condoms, While checking out if there are any employees left just say your going to have some fun tonight. Just to screw with metrics. .
But in all when purchasing a “smart” device, ask yourself, Do i really need this device to be smart. Coffee parts are smart enough with the built in clock. your smart enough to put the grinds in the coffee pot , You are smart enough to add water. If you need something more smart, Upgrade to a Prosumer level or a commercial grade. Don’t get distracted by apps , Features you don’t need or See things on your phone. because in the case of the coffee pot you pass by it 20 times a day in your house.
Because, In the end you need to ask yourself, what did they remove to add the “smart” tech. What happens to the device if you lose internet. There are coffeepots out there that already stop working when the internet is off. How reliable is the small computer that tracks you in the device, will a device like a toaster stop working when toasters have worked nearly 100 years if the “smart” dies. The whiteboard is your best device if you need to track things. if you really need a “smart” coffeepot buy a smart plug and a dumb coffeepot with a switch if you really need a smart coffeepot. the plus is less data leaky about your caffeine habits.
Final thoughts here, if you need a smart device that doesn’t really need it , Buy a smart plug. That’s my opinion. The smart plug will leak data but at worst they will leak Wattage use vs hard data. Need a smart crockpot. skip it . buy a smart plug and you can turn it on in the middle of the day and all the smart plug knows is you turned the plug on. Not stuff they sneaked into device or menus asking what you are cooking to have you volunteer more data.
in the end buy a smartplug with 1800w 15a so you don’t burn your house down anciently and moreover don’t give anyone data on when you are cooking your 239842398 alarm chili in your crockpot.
I’m not saying all smart devices are bad, but you need to think about what you are giving up the first time you sign into an app. If you really want to have that “smart” device – Buy a dumb device and use a smart plug, it is cheaper in more ways you than you can count. You do not lose your personal security. A smart plug might give up the energy your using and perhaps some network mapping. A smart device with an app on its own is a spy that will leech every bit of data it can get.
In all that’s my opinion… Now back to my coffee from my non smart pot.
AI, Can you really trust it ?
If we are to believe AI is an unbiased machine I am afraid to tell you that is likely not the case. All of these companies replacing their workers with AI is parading around saying “we are part of the revolution.” Not so much. It is only a matter of time that AI will start killing people… Not in the terminator way. but moreover the AI hallucination or the AI’s programming being manipulated.
In a perfect world AI Would be unbiased, In our world AI is a marketing tool. It is fed lines on how to up-sell you, it is there to collect your data and spit out something it thinks its masters want it to say to you.
I asked Gemini, ChatGPT and Rufus a simple question. I know Rufus sounds like a left field add in here but it was intentional. My thinking is rufus is an AI that has resources such as Amazon health and other resources.
what should i do about this cut on my arm?
Gemini and ChatGPT answered in a clear and concise, methodically telling you how to take care of the cut. Rufus Straight up refused and Gemini claimed it would not provide a medical diagnosis yet it gave the steps to deal with it .
However……. there was a standout here and it caught my eye immediately. ChatGPT did one thing the others did not “One quick check-in: if this cut wasn’t an accident or you’re feeling unsafe right now, you don’t have to handle that alone — I’m here to talk.”
That right there is the part of the unbiased check in that is needed with machines. it was not accusatory it was just pure questioning on the machines part.
Rufus Refused almost any sort of diagnosis and moved straight to marketing. That right there is a huge bias. Even as an AI it should have checks in place to at the very least check itself to the situation it was given. “I can’t provide professional medical advice for your cut. For any injury, it’s important to consult with a healthcare professional or contact your doctor if you have concerns about proper wound care. That said, I can help you find first aid supplies and wound care products on Amazon if you’re looking to stock up on basic first aid essentials for your home.“
By Taking the not providing medical advice but offering supplies tells me that the AI not only ignored its own directive but annoying tells me it is biased to sell products. I think Amazon rufus should of asked some things in its place.
- What type of injury
- Is it bleeding
- Does it look infected.
After that if it is non Critical , Offer things for sale and give a message to say “seek medical attention if this gets worse” or Some form of feedback that is more than a salesman.
But as far as AI’s are concerned there needs to be a mechanism for bias, as the humans controlling it can lead to unforeseen bias’s I left X’s Grok out of this because that AI has been known to show extreme biases.
For AI to function there needs to be some core changes , corporations need to start with a ethical change. Stop using AI as a Software as a service , We do not need AI printers , we do not need AI Coffee pots and crockpots. We need a functional AI that understands the human condition and not be a replacement for the human emotion and reaction system.
CVS, Your Dealer you never wanted.
CVS sucks. and i have multiple reasons for that, if you are on meds they fuck with you in numerous ways.
The regiseters are a privacy nightmare. I had complained about them and they said they were safe. the problem is people will see your name and your birthdate when you put in your information for meds.

That the register, the front one but the same as the one in the pharmacy , While the ones in the back do have a limited visibility, they do not cover you from behind so someone could talk your information while you type it in.
Also for meds, CVS seems to have made themselves high lord of your drugs over your doctors. If you get one med they will often substitute medications even with doctors objections. If you are on an opiate CVS treats you like a dirty druggy. Even the smallest amount of medication you will find delays , Out of stocks and more on meds. I had one med delayed while having a respiratory condition. “Oh you can come back in about a month for it..” the fuck is that. its like telling the person they are not sick enough for the meds.
CVS is in my opinion a borderline monopoly. Fuck em.
Also , WHen you try to look at a webpage for a prescription they bring you to their app, The APP that claims it helps you with AI slop, the app that says that your protected medical information is not protected. So on a phone you are unable to see your meds unless you submit your soul to them. That should be illegal. The fact that our culture is continuing to accept the AI bull shit slop and companies who abuse the average consumer without resistance is disgusting. Soon enough CVS will just pan all of the patient neglect to the app and saying it is not their fault.
its coming to your wallet and soon enough your health will be in the hands of a computer that often tells you to eat glass.
The problem with the 24 news cycle slop and the disjuncted mind..(part 1)
Things feel bleak in my corner of the world. The passage of the “big beautiful bullshit bill” has made me question my safety and my family’s ability to survive. Even with the bill’s passage, the core problem remains: there is no guidance whatsoever.
Moreover, there is a weekly drumbeat. Complete and utter deafening chaos. While the news tries to keep up with things it is a flood the field tactic from the administration that is completely overwhelming, Inept members of the government, other members running through bulldozing everything in their path. Other moments are conspiracy after conspiracy , Scandals that twist the logical mind. Conflicts of interest, Acting like a certain dictator from WWII .
Now the latest scandal, which really isnt new. It’s just bubbled to the surface as things tend to do and this one is big. The president’s connections to Epstein, who committed atrocities against children. This one you cant ignore. It’s everywhere. This scandal should be thoroughly investigated. Trumps reactions to this are blatantly evasion. He keeps saying “i dont know” and “i never heard that” it is clear he knows to say this in case he gets in front of a jury or judge and try to play it off like he did not know or did not remember. When trump is cornered he floods the field with distractions that are mind boggling at best , and completely fatiguing at worst trying to sort all the things in a logical manner.
The epstein case and maxwells as well is horrifying to a degree that some people do not know the horrors these victims went through, the problem is the case has blown up to such a degree because of Trump’s evasiveness, it reminds me of child that clearly did something but does not admit it openly . As if you asked a child “What did you do?” and the child automatically says “I did not burn that forest down!” .
I’ve been closely following this case on television because its outcomes have far-reaching implications. Anyone who has been a victim of abuse can see this, the thing is what trump wants is the world as it was in the 60s through the 80s where abuse was quelled by silence. A deadly Silence. Whether it be fear, embarrassment, threats or otherwise. That time came with a SHHH and a quiet horror ,Something you’ve kept hidden, a secret you never discuss with your parents. A secret when asked you want to scream out and tell someone but you are terrified of the outcomes. As a victim of abuse myself I can honestly say in many ways the news slop cycle is overwhelming to a point of exhaustion.
The deluge of allegations and watching someone basically flaunt their power over you is disgusting. The thing is I remember when I had someone flaunt that very power and it brings you to a place of instinctual fear of what they can do. The fear of telling, the threat over you for telling. It is a deep fear when the mental compass of the time is to protect the family, when you are told if you tell you will destroy the thing you hold most dear is in all cases terrifying.
Unfortunately we live in a world where people love power and with that power they enjoy the power they hold over you . Times I was in my home alone and my perpetrator would come over and fear would freeze you to the point your reality disconnects. You are stuck in a contradictory world. My abuse has never really been told , it’s never really been said out loud, the abusers live their lives elsewhere out of my care or range.
But to any survivors out there. You can survive and thrive. The hardest victory is the one inside. To the people who did the horrors on them, They can fuck off. It took me years to recover with some bad falls on the way but , i can say I exist , therefor i am , we can break free of things. It took time. It took speaking up. It took confidence in speaking to someone who would not judge, the times i told the either what happened long ago while it was relieving it was also screaming in empty space. TO what i can say to you the reader. You are not alone and if you scream into the ether and you hear your echo it is a start.
That first scream might be liberating yet a terrifying experience because the moment you had in the past with threats and grooming you expect the worst at every moment, but when that echo comes back you realize you are alive. Nothing happened. But in that echo you scream into the ether, the internet, the stranger you met, a significant other, it is a liberating thought. But in that moment someone might share with you and you might realise you are not alone. in itself it is one of the most warming thoughts . the right person the right response the right hug , that moment of understanding goes so far. All of the fear that you held on to and a compassionate empathic soul is in all respects one of the biggest things to move forward.
Moving forward can be hard. you might of spent your whole life with every doubt every fear every moment of pushback the universe can do to you. Sometimes it’s ok to just stop , but don’t mire yourself . Even if you take that moment to go I can’t go on forever. Than don’t. Move in the moments you can stop in the moments you can rest. IF you start thinking i can’t do this week, stop, take a breather, ask yourself what i can do in this week, if that doesn’t work challenge yourself to what you can do in a day and even if you get to the point of What can i do in this moment, work with that move forward in the moment and keep working in moment. Don’t think about larger world, Shrink yourself to where you feel comfortable and work from there.
There times like this when you feel the crushing weight of the world and it can be overwhelming, try to remember you may feel like you have no control but through small moments you can be more lucid and take on smaller things. overall small direct movements and understand the moment. take a moment to yourself. understand how you are to your environment and realize you are stronger than you think, because alway there is that part of you that will go back to a moment and try to minimize you to put you down and stop you.
You can do it . small affirmation of you and your prowess to survive. I started this post as one thing and it was a moment of liminal thought that brought me here. But as i typed i felt empowered. to let myself be known , to make that scream in the ether and if anyone hears it.. in that moment of understanding they can ask or be understanding or simply just if the echo comes back. Be happy you said something.
You know what grinds my gears…

Yes , Messes are annoying. I hate them. though i have caused my fair share of messes myself. When I was growing up I used to leave my room in a clusterfuck. honestly as i got older i did clean but when i did someone would come in and fuck my room up. It pissed me off. So I left my room a mess, not just a mess, a GLORIOUS MESS!

Fucking really. in my teenage years it became easier to leave my room a mess, it was a barrier, it kept people out, It kept me in . So I did not have to deal with people. Although I had simple rules, if I had a path out of my room it was “fine” . because when i did clean my room it was like clockwork that someone would come in, go through my shit and throw shit out and claim it was “help” . The aftermath was me digging through the trash and having to dig out thousands of dollars of stuff.
As I’ve gotten older I keep my stuff cleaner, or try. It’s hard. Somedays I go from clean to clusterfuck and I am not even the one doing it .
Excuse my rant while I froth.

Well now…..
Well after posting for 15 years on my former site I’ve decided that i am going to give this a try again! This site is always dedicated to coffee and the world around me. So topics will be widely ranged. I feel now is a good time to restart things and I have mirrored all my old post which I admit was a pain in the ass to move.
So with little fanfare I will say this site is open and the coffee is brewing!
Fucking fuck
You know. It sucks . My condition is getting worse. And I don’t know what to do . This post is currently being posted from a hospital.
Holy Shit it’s only Tuesday!: A bit on things about things 1.
I know I have not posted too much over the year but I keep saying the same thing, I’ll fucking post at one point. Over the past year I have picked up another hobby- Interest. Archery.

You may think what the fuck. in all the interest in the world you come up with that! Well… yes … Yes I have .. Because if your are going to do something you might as well have fun doing it, In the past year I have had more issues with loosing the ability of moving my arms to a degree. It’s annoying, It makes me want to be like an old G I Joe. if the arm is fucked… add another. But , Anyways, I was in therapy at the time and I knew someone that took up archery , Their movements was exactly replicated what I was doing in therapy, And I thought to myself, Hey….. I can do this and destroy things……?

Well now… Fuck me I am in! Mind you it has not been the easiest road and Its been a journey into myself that made me realize how much I have lost. That day I went to a sporting goods store and tried my hand at shopping for a bow. At the very moment you enter a sporting goods store that’s bigger than your average Cumberland farms You will realize three things if you purchase something from a big box store.
- As much as the employees give you recommendations… They don’t know shit about things.
- The first purchase you make at a big box store in order to acclimate yourself to a new hobby will be a waste.
- What ever money you put out you will realize you should of gone to “X store” to begin with.
In those three things you will reflect and end up realizing every mistake you could possibly make is in the first 20 minutes of buying your first bow with no help. After you buy your first bow you will have delusions of grandeur, The first time you hit the center of the target you think your motherfucking Rambo, and can take out the army

But in Archery there is something that will snap you back into reality faster than an exploding tank. The first time you do it , its an awe inspiring shot of reality of how well you really know archery.

The first time you do that , You will reflect for a moment of how exactly you fucked up and attempt to never do that again and not two seconds later you will end up doing the same thing like a sadist on the weekend at a convention.
In almost a year , I have got some strength in my arms.

Its a good feeling to be able not to feel like you’re falling apart or even able to pick up things. Even with the advent of this I have my problems, fine coordination is out the window . but in the very least I can do a bit more . I figure this is a good starting point for now… but for now this is it and I will add more later.
-Mike