Monday, April 20, 2026

Follicular Lymphoma Story So Far

The Lump

It was a little over two years ago — back in late 2023 — that I felt a lump in my neck. I was 63 at the time, trying to stay active by riding a road bike or Peloton daily, and up until that lump showed up I figured I was doing alright. Turns out I had follicular lymphoma. I'm 65 now, it's time to put it all down.

Getting Interested in Longevity

Before any of this, I had gotten interested in longevity and metabolic health. Listened to Lifespan by David Sinclair a few years back, which led me to Peter Attia, Mary Newport, and others. Spent lots of time looking at everything with a critical mindset to separate the anecdotal evidence and pseudoscience from true objective information.

Chris Hemsworth did a series called Limitless, and the episode he did on fasting with Dr. Attia piqued my interest. So I tried a 48-hour water-only fast to see how bad it would make me feel. Wasn't as bad as I thought. Me and my wife ended up doing another two-day fast a week later, and I dropped over 15 lbs.

We avoid processed foods by cooking dishes from scratch. Used to hover around 205–210 lbs. Since then it's more like 190–195 lbs.

Diagnosis

Then I found the lump. The memory is distinct, we were at the Bellagio in Vegas. Just one trip of many. Made an appointment with the PCP, he said it's probably nothing. He ordered some tests anyway; an ultrasound of the area, and a CT scan of the neck and chest. He should have ordered the belly at the same time, and I should have suggested it knowing how those things go. The radiologist found something below the diaphragm, so had to get a belly scan too. All the doctors were suggesting things were benign, until it wasn't.

Biopsy of nodes in my belly was in December 2023, and that's when they told us it was FL. Had a PET scan in March 2024 and the node in my neck lit up along with the nodes in my belly. The right tonsil lit up too, which surprised the doctors. Routine blood tests were nothing out of the ordinary.

Looking back at an older neck scan, it's clear the tonsil wasn't right even then, but the radiologist didn't flag it. For years I had what I thought was a bad habit — a need to clear my throat. Didn't associate it with tonsils until my brother told me I'd had the "bad habit" for as long as he could remember.

Tonsillectomy and a New Diet

The tonsils came out in May 2024. More FL in there, but nothing else new. The plan was to remove the lymph node in the neck at the same time. The surgeon decided against it because when he made to go after it, my arm twitched. Recovery was rough. So painful to ingest anything that I ended up on a two-day fast and intermittent fasting whether I planned it or not. Weight drifted toward 180 lbs.

With everything I'd been reading about IGF, ketones, glucose, and CKI and how it all relates to cancer cells, I decided my diet going forward would resemble a ketogenic SOS-free diet as much as possible.

Lifestyle Changes

We changed our lifestyle a bit. Doing our best to stay away from the SAD — leaning on East Asian and Mediterranean dishes, heavy on the vegetables and light on the meats. Some of it is because of the condition, some just because of everything we've been reading about health research. Most of what we were told 50–70 years ago about diet turned out to be misguided or flat-out wrong. Vegetables really are good for you — and essential if you want improved healthy living.

We bought a large umbrella for the back so I can join Kim when she's floating in the pool. Put a hot tub out back so we can spend time outside together rather than inside on the couch in front of the TV. Thought about a heat pump water heater for the pool to extend the time we can spend out back together, but they are much too big.

After the diagnosis I cut down at work to 8 hours a week. Old enough for Social Security, so that's coming in. All in an effort to spend more time with Kim, and take as many trips as we can afford. 

Watch and Wait

PET scan July 1, 2024. The radiologist report said the right tonsillar uptake had resolved post-resection, and there was no interval change in the cervical and mesenteric nodes — still suspicious for recurrent/residual disease. Talked to the oncologist. No surprises. The plan was "watch and wait" — nothing to do unless I had symptoms. Opted for labs in January rather than another scan. If things get worse, blood tests will flag it.

A follow-up with Dr. Halder categorized things as Stage III Follicular Lymphoma (grade 3a), but with no B-symptoms (fever, night sweats, ≥10% weight loss) and no treatment triggers like severe symptoms or organ issues — so the plan remained watch-and-wait, with another PET/CT scheduled after upcoming travel and labs (CBC, CMP, LDH, uric acid) every 3–6 months to monitor.

Progression

Things did get worse. By March 2025 the neck nodule was up to an SUV max of 9.2 and 2.5 x 1.7 cm. New moderately avid abdominal nodes had shown up. By September 2025 the neck was at SUV 10.8, and a reference node near the duodenal-jejunal junction had jumped from 5.5 to 11.4. Concerning for progression of disease. Still, not enough to require treatment.

PET scan before treatment
PET/CT scan, September 2025 — active disease visible in the cervical and mesenteric lymph nodes.

Me and Kim discussed asking for treatment anyway so we could schedule things around our plans. Mostly my idea. We cruise at least twice a year and spend lots of time in Vegas. Kim wanted a heads up on how treatment would impact what we'd already booked.

The Treatment Plan

New oncologist at the VA, a Fellow, like a lot of them there. He wanted a biopsy of the active lymph node in my belly as a precaution to make sure we were still dealing with the same FL and nothing had changed. The pathology came back clean — nothing had changed, still just follicular lymphoma. After that, four rounds of BR — a standard combo of chemo and immunotherapy, 4 weeks apart. He was ok working around our trips. Biopsy done before we left for our repositioning cruise at the end of October 2025, treatments to start when we got back.

Way I figured it, I can feel bad on the couch at home, or I can feel bad on the balcony of a cruise ship. So we'd be doing as much as possible.

The Transatlantic

The cruise was a transatlantic, lots of sea days. Exercised daily, big salad for lunch every day. Tried to put on some weight in anticipation of being debilitated but didn't gain much. It's a cruise ship, so of course I caught a bug. No fever, coughing or sneezing, so I pushed through. Day of debarkation I started a 48-hour water-only fast, four days before treatment.

First Round of BR

First round of BR surprised me. The drugs are Bendamustine (90 mg) and Rituximab (375 mg) — both on day one, then just the Bendamustine on day two. Before the infusion they had me take Benadryl, Tylenol, Zofran, and a steroid, which almost certainly blunted the side effects.

I'd read the range: some people feel down for a few days, others are bedridden for a week. We were prepared for at least a couple of days on the couch — it didn't happen. During the first infusion I started feeling a sore throat coming on, but it went away. Most common side effect is nausea — had none of it initially. Kept up my exercise routine, still avoiding processed food.

Then came the delay. By Wednesday nausea was setting in — not debilitating, more like a non-localized bad feeling in the abdomen, an ambition-draining kind of thing. Still got the exercise in every day. No nausea medication that first round. Over the following weeks it came and went, but nothing too terrible.

There was one obvious win, though: that lymph node in my neck — the one that started all this and had grown noticeably large during watch-and-wait — was visibly gone within three weeks of the first cycle.

Round Two — and a Trip to Sedona

Second round, I took the Zofran this time, and the nausea was noticeably less. Immediately after the second infusion we left for Sedona. We figured if we didn't start enjoying ourselves now, I'd regret it later if this stuff comes back quickly. Eating was more force of habit than real hunger, but the exercise kept going.

The general abdominal ache set in on its usual delay, about a day after the infusions. Manageable, just something to tolerate. The oncologist had mentioned wanting two years of maintenance after treatment was done. I told him I wanted to have that discussion after the post-treatment PET scan.

Doing My Homework — With AI

In the meantime I wanted real information on maintenance therapy — not general health stuff, but the actual clinical guidelines oncologists use. I've been testing the various AI platforms, even paying for a few because it's so interesting.

Started with a research article in Chrome. Used Claude to summarize it, then asked it to generate a comprehensive research prompt specifically about maintenance. Fed that same prompt into Claude, Gemini, Perplexity, and ChatGPT, using each platform's version of deep research. Responses varied, but each brought different strengths:

  • Perplexity — real-time source verification.
  • Claude — clinical decision framework.
  • ChatGPT — detailed trial data tables.
  • Gemini — surprised me by flagging that the maintenance paradigm might be shifting because of the bispecific antibody trials and recent FDA approvals.

No single AI gave the complete picture, but together they surfaced both current standards AND the emerging questions. Came out of it with a reference document covering NCCN, ESMO, and German S3 guidelines, GALLIUM and PRIMA trials, dosing protocols, and evidence levels — all with traceable citations. I need to be well informed when we talk to the oncologist. They're busy, especially at the VA, and pushed to get through as many patients as they can.

Where Things Stand

When I went in for the fourth treatment I told the nurse it was my last. She looked confused. She had to check, said the Dr had ordered 6 treatments. That was confusing, when we talked to him before everything started, it was four with discussions about maintenance. He stopped by to talk about. It took a while to get over the fact that I would have to endure two more. 

Treatment five was the worst yet. When it was time for the sixth however, the blood test showed depleted neutraphils. The oncologist postponed the treatment. After getting over the disappointment that the effects of the treatments would be prolonged, me and Kim talked about the scan that was scheduled. It was possible it would show some response, enough to forego any more treatments. 

By the time the post-treatment PET/CT came around on April 13, 2026, things had changed dramatically. The scan was compared to the prior one from September 2025 — and the report was about as good as it gets.

PET scan after treatment
PET/CT scan, April 2026 — post-treatment. The previously avid cervical and mesenteric lymph nodes have resolved or dropped to mild uptake.

From the Radiology & Pharmacy Notes

Pharmacy note — Brian C. Do, PharmD (April 15, 2026)

"Imaging with notable response. Per Lugano scoring, he has a complete metabolic response. Veteran has f/u with MD 4/16/26. Can discuss if there is need to proceed with last cycle of therapy. Due to CR, can forgo maintenance rituximab."

Radiology impression — Jason M. Samii, MD (PET/CT 4/13/2026 vs. 9/8/2025)

"Positive interval treatment response above and below the diaphragm. Previously described enlarged FDG avid left cervical level 5 lymph node, right upper cervical chain, and fossa of Rosenmรผller lesions have resolved. Previously intensely FDG avid mesenteric lymph nodes now demonstrate mild FDG uptake. Lugano score of 2. Continued interval follow-up is recommended."

The Conversation With the Oncologist

We met with the oncologist last week after the scan. He's calling it complete remission. No more treatment is warranted. No maintenance rituximab either. After months of planning around infusions, side effects, and the ongoing question of whether two years of maintenance would be necessary, the answer turned out to be: none of it.

Continued interval follow-up is the plan going forward — scans and labs to keep an eye on things — but for now, we're done.

Anyway, we have a cruise planned for next week.

What I've Learned Along the Way

Because of the lymphoma bit I've learned a lot about things that have changed within just the last few years. Most of it surrounds the gut microbiome:

  • Our appendix isn't really useless — when illness wipes out your gut, the appendix is where the bacteria hold up until everything is better.
  • There is no clean "soluble/insoluble fiber" distinction; the microbes need and use it all.
  • Routine antibiotics hurt more than they help.
  • Only about 25% of your cholesterol comes from food — the rest your body makes. A healthy microbiome helps regulate and excrete excess cholesterol, which means the focus should be on gut health, not just avoiding eggs.

Steak and eggs is fine. Fish is better. Salad is better for you more than you know. And of course, getting off the couch only makes everything much better still.

For now, though, the scan is clean, the treatment is done, and Kim and I have plenty of trips left to plan. I'll put up another update if and when there's something worth reporting.


Disclaimer: This post was reconstructed from a series of Facebook posts. The narrative was recreated with the help of an AI assistant (Claude) based on the original posts, and then formatted here. The underlying story, experiences, and medical details belong to the original author.

Sunday, April 19, 2026

The Whitman Family — and What to Make of It

A reading reflection on

THE WHITMAN FAMILY

— and what to make of it


The family. It's hard not to dwell on the psycolocical issues. Once you see it, you can't unsee it. A basic Google search gives us the following.

The Family, Person by Person

Walter Sr., the father. There was evidence he was probably alcoholic — Whitman later attributed Eddy's condition to his father's drinking.

Jesse. Suffered a head injury, probably contracted syphilis from a woman he lived with (per Jeff's account), became violent enough that Walt had to commit him to the Kings County Lunatic Asylum in December 1864, where he died unvisited of a burst aneurysm and received a pauper's burial.

Andrew. Alcoholic like the father, died of tuberculosis compounded by drink.

Hannah. Emotionally volatile, and descended into chronic stomach illness and what Erkkila summarizes as "psychopathic behavior," and physically struck her mother.

Eddy. Described by those who knew him as severely retarded, crippled in one hand and leg, and racked by frequent violent seizures.

I Asked Claude to Go Deeper

With all that going on I had Claude to do a deep dive. I asked:

Is it possible, with all that going on, that he was touched in some way, mentally unsettled. What we would say today, on the spectrum.

Claude's Answer

So: touched, yes, almost certainly.

Unsettled in specific ways — enmeshed with his mother, evasive about his past, obsessive about his life's single work, blunted in conventional reciprocity, overflowing in sensory registration — also yes.

"On the spectrum" in the specific DSM-5 clinical sense — probably no, but autism traits in the broader phenotype sense are genuinely plausible and would sit comfortably alongside schizotypy, cyclothymia, and PTSD in a modern differential.

No historical figure this self-fashioned is going to give you a clean diagnosis across 130 years of distance.

What you can say with confidence is that the "perfect mother, genial bard" mythology he built around himself was a carefully constructed cover over a much more neurologically and psychiatrically complicated man — and that the cover is itself one of the most interesting data points we have.

There was more. His obsession with Phrenology and his never-ending reworking of Leaves of Grass. One source suggested this was evidence of OCD. Not a far stretch.

✦ A note: Claude (an AI assistant by Anthropic) helped with this post by correcting typos and punctuation and by adding visual formatting. All ideas and underlying prose are the author's own.

Walt Whitman's America — A Reading Reflection

A reading reflection on

WALT WHITMAN’S AMERICA

by David S. Reynolds


I find the most interesting books on Audible, either heavily discounted or free. This book is no exception. Only 5 chapters in, it is obviously a deep dive into the United States of Walt Whitman's time. What follows are some interesting facts, some that inspired squirrels that take up much time.

Setting the Scene

Manhattan was sometimes referred to as “Mannahatta” (originally “Manahatin,” the hill island).

There was a fire in 1835 in New York. It went on for three days. The author uses it to discuss the infrastructure of the time and the difficulties with keeping such things under control.

He discusses sanitary conditions; there were regular cholera epidemics.

Whitman’s Early Career

At age eleven in June 1830, Whitman worked as an office boy for lawyers James B. Clarke and Edward Clarke, and by the summer of 1831 he was apprenticed to Samuel E. Clements, editor of the Long Island Patriot. Clements was involved in a scandal involving disinterring Elias Hicks's body to make a bust and was fired in November 1831. Whitman then trained under foreman printer William Hartshorne and later Erastus Worthington. In the summer of 1832, a cholera outbreak causing thirty-five deaths prompted his parents to move to West Hills, Long Island. From the fall of 1832 through May 12, 1835, Whitman worked for Alden Spooner at the Whig weekly Long-Island Star. During this same period, publishing technology evolved rapidly, with stereotyping introduced in 1814, the cylinder press in 1814 and 1847, and the steam press arriving in the 1830s.

The Southold Incident

This part of the book took a dark turn, and it's the kind of thing that sends me chasing squirrels. After his stint as a teacher in Woodbury, Whitman apparently made threats of violence against himself and talked about burning the schoolhouse down. That alone is a lot. Then his whereabouts between November 1840 and March 1841 go murky. He later claimed to have been in Whitestone (“white stone”), but the author turns to other sources to get to what really happened. The documentation tells a different story.

The record points to an incident in Southold during the winter of 1840–1841. According to the allegations, Whitman was publicly denounced by Reverend Ralph Smith in January of 1841. A mob reportedly tarred and feathered him at the home of Dr. Ira Corwin after finding him hiding under straw ticks. He was rescued by the housekeeper, Selina Danes, and it took him over a month to recover. The schoolhouse where he had taught, Locust Grove No. 9, was renamed “the Sodom School,” which is about as loud a signal as a town can send.

Of course I had to have gemini deep dive into the incident.

  • He called Whitman a sodomite by name, from the pulpit.
  • He named the family Whitman was boarding with (generally rendered as the George Wells household) and pointed out that there was a young boy in that household who attended the Locust Grove school.
  • He referred to the Locust Grove No. 9 schoolhouse itself as "a Sodom" — the epithet that stuck and gave the building its later local name, "the Sodom School," which it carried into the early twentieth century.
  • The evidence for the Southold incident isn't a single smoking-gun document; whether the charge was true, exaggerated, politically motivated, or mythologized after the fact is the part that's still unsettled. On top of that, there is a seven-month gap in Whitman's literary output between November 28, 1840, and June 22, 1841, which lines up suspiciously well with a man lying low and healing. In my opinion, the silence says as much as the testimony does.

    His Father

    The author talks about his father, a complex individual that comes across as an entrepreneurial spirit. He tried his hand at his own version of flipping property, custom-designed building techniques (hand-laid floors, walls, roofs) which became outmoded by the 1820s shift toward prefabricated parts and specialized contractors. He would buy property, parcel it out, then build dwellings on the lots and sell them. He had little success with the model.

    His Family

    His family life was complicated. Walt Whitman himself was probably on the spectrum, although the author does not state that conclusion that I remember. 

    Mother Louisa Van Velsor is described by Whitman as idealized, though historical records suggest idiosyncratic behavior. Siblings are listed with specific conditions: Jesse (insanity), Hannah (neurosis), Andrew (alcoholism), and Edward (retarded/crippled). With all that going on, it's possible and probable, in my opinion, that he was touched in some way. 

    Whitman’s reaction to family instability is described as a turn toward surrogate parenting roles and poetic reinvention of parental figures.

    So much more. And it's only five chapters worth.


    ✦ A note: Claude (an AI assistant by Anthropic) helped with this post by correcting typos and punctuation and by adding visual formatting. All ideas and underlying prose are the author's own.

    Saturday, April 18, 2026

    Transcendentalist Reading

    In the middle of the first on this list. Before that, I finished the other two.

    ๐Ÿ“š What I've Been Reading

    Walt Whitman's America: A Cultural Biography
    by David S. Reynolds

    The Lives of Margaret Fuller: A Biography
    by John Matteson

    Emerson: The Mind on Fire
    by Robert D. Richardson

    ๐Ÿฟ️ Chasing Squirrels

    All three have set me chasing many squirrels. It's best to list the topics:

    • The Farm
    • The New York fire around the middle of the 1830s
    • A group called the Loafers
    • Typesetting and printing in the early 1800s
    • The transcendentalist movement — then and now

    ๐Ÿค– A Research Companion

    AI is incredibly useful when one sets out chasing squirrels. What follows are some of the queries prompted by what I have been listening to:

    Controversy surrounding James Gordon Bennett and Walt Whitman
    Antagonism between Walt Whitman and Mike Walsh
    Margaret Fuller published review after hearing Chopin play
    Amos Bronson Alcott quote concerning God and man
    Frederic Henry Hedge works read Ralph Waldo Emerson

    There are a few notebooks I started at NotebookLM:

    • Navigating the Post-Work Society
    • Transcendentalism

    ✒️ Margaret Fuller in Europe

    Margaret Fuller lived for many years in Europe, sending letters back to the New York Tribune with her assessment of things that caught her fancy. She is considered the first female foreign correspondent. Her life there must have been dreary indeed. Working for little pay, she counted on help from friends and colleagues.

    She also met a man; they had relations and conceived a child. That situation had to be kept a secret. Through illness and political unrest she survived it all, only to have her and her family's lives snuffed out attempting to move to the US. An inexperienced crew on the boat that gave them passage drove it onto a sand bar in a storm, and they were swept away in the confusion.

    ๐ŸŽญ Notes on Whitman & Emerson

    Walt Whitman was against slavery, but early on he was also anti-abolition. He was probably gay; the author of the book points out many passages in his writing that he supposes were inspired by alleged attraction toward the opposite sex.

    Ralph Waldo Emerson was probably in love with Margearet Fuller, but there's no direct evidence it was pursued by either. They most probably were not intimate.


    Some of the squirrels I will continue to chase.
    Others will be let loose when I move on to other books.


    ✦ A note: Claude (an AI assistant by Anthropic) helped with this post by correcting typos and punctuation and by adding visual formatting. All ideas and underlying prose are the author's own.

    Sunday, April 12, 2026

    A Journal

    Last year my brother Tom described a project started in high school. It was a school project, the teacher had the students keep a journal. Since then Tom has kept his up, off and on, with gaps lasting months to years. We had been discussing AI stuff, and I was describing the handwriting capabilities of the models. I had discovered how good things were while doing research on ancestry.com. He wondered aloud what AI could do with the thousands of pages he'd written over the years. I grew up in near poverty, so my compulsion for saving things is obsessive at times. The thought of an organized workflow to archive his journal appealed to me on so many levels. I told him it could be done, but I didn't know the effort involved. Wouldn't know until I got a gander at the books themselves.

    That was last year. Recently I brought it up again. He said he didn't have time to devote to such a project. I told him I would do it all. I wanted to test transcription on my local LLM machine.


    Digitizing Decades: Bringing Tom's Journal into the Digital Age

    Tom has kept a journal since high school. Off and on over the decades, with some stretches of months, and at least one gap close to ten years. Still, more pages than most people ever put down.

    The first step was scanning. For most of the notebooks I used a picture scanner. The two bound books — notebooks 7 and 9 — were a different story. The binding made it impossible to lay them flat, so I photographed each page with my phone. That introduced a new problem: the pictures needed to be cropped down to just the page. Partly for looks, but also because the transcription AI does much better with a clean image.

    For the cropping I used the Google Photos app on a Samsung tablet. There's an edit feature that lets you drag the four corners freely to match the edges of the page — fitting the frame to whatever angle or shape the photo came out. Painstaking, corner by corner, page by page. But it works. The two bound books were done out of order, which is just how things went. As of this writing the transcription model is still working through them.

    For the other notebooks, the picture scanner produced JPEGs that I collected into PDFs, one per notebook. I worked through them in no particular order: notebooks I, IIA, IIB, V, the green bound book, and eventually the two bound books. The big spiral notebook was the last one standing when I left for a Vegas trip. By that point scanning had become routine.

    Early on I scanned two pages at a time, side by side. That turned out to be a problem — the transcription had a harder time sorting out two pages in one image. I adjusted as I went, and the later notebooks came out cleaner.

    Getting the text out of the images took some experimenting. I tried Google's picture scanner app first, then Google Docs, Gemini, Claude — testing different tools to see what gave the best results. Eventually I set up a workflow on my local machine using a vision model built for reading handwriting. I had Claude write a Python script that processes a whole folder of images, sends them through the AI one by one, and saves everything to a single text file. Hands-free. I refined the script as I went — smoother file handling, better organization. For the two-page scans I updated the prompt to tell the AI to read left page first, then right, with a clear separator between them.

    The transcriptions aren't perfect. Handwriting never makes it easy. But they're better than you'd expect — good enough to work with, and cleanable where needed. Everything has been uploaded to Google Docs so Tom can get into it whenever he's ready.

    One thing that turned up along the way: poetry scattered through the pages. Looks like all of it is original. I mentioned pulling it out separately, but haven't gone further than that.

    A friend, Steve Mays, got interested in the project. He's done something similar and brought up Samuel Pepys — the 17th century diarist who kept a journal for nearly ten years, over a million words. Hard not to think about that in the context of what Tom has.

    For the AI processing of the content itself, the prompt I've been working with asks the model to approach it like an archivist — preserve the feeling behind the words, not just the words, and shape it into something readable, something a younger family member could connect with. That's the direction, anyway.

    The whole thing has some weight to it. I'm going through treatments right now, and the week after my last session — which got postponed once when my counts were too low — is when I planned to get into it more. Felt like the right time to have something like this put together.

    Monday, March 30, 2026

    The Letter

    A Letter From the Past

    Going through some papers in a constant effort to downsize, I came across a copy of a typewritten letter. It was written by one William Anthony Cracchiola, son of William Vito Cracchiola. William discovered in the early 2000s, through military records, that his father had three dependents—leading to his introduction of half siblings.

    Unraveling the Family Tree with AI

    After discovering William's letter, I used AI to extract key names, dates, locations, and relationships — identifying William Vito Cracchiola as the common father, Mary Christina Isabella as his second wife, and the three daughters (Marion, Eleanor, Charlene) from his first marriage. I cross-referenced these details with Ancestry.com and Find a Grave records to confirm birth/death dates, parental lineage (Benardo and Antonetta Isabella), and burial sites. Actually, I used Claude via the Chrome browser assistant to browse the various genealogy sites and extract even more facts about the family. Then, it directly created two missing WikiTree profiles: one for William Anthony Cracchiola and one for his mother, linking them to the existing profile of their father, William Vito.

    The Future of Genealogy Research

    Watching the extension work on its own is amazing to see. Knowing that at this time next year this will be commonplace compels me to consider how much more complete the genealogy tree will be.

    I was an only child

    Sunday, March 29, 2026

    Correspondence

    Correspondence in the age of AI


    A few weeks ago, I came across some correspondence addressed to my wife Kim from a friend of hers in North Carolina. The cards were sitting in a pile bound for the shredder, but before I disposed of them, I took pictures. 

    I uploaded the photos to ChatGPT for text extraction. Because the cards were dated, it arranged them in chronological order — and then it summarized them.


    ๐Ÿ’ฌ A Note on This Process

    What AI can do is always interesting, and amazing at times. I know Kim has more correspondence from Donna, but it's not a priority to find it. We are too busy living our best life.

    I did ask ChatGPT to write a blog post about the process. It was much too wordy, but I've left it below for posterity.


    ๐Ÿ“‹ Narrative Summary

    These cards form a short, chronological snapshot of Donna's life from mid-2023 through spring 2025 as she writes to Kim.

    Work & Daily Life

    Donna works in healthcare at West Point, often on overnight shifts. She prefers nights because......

    Family & Personal Life

    Family structure becomes increasingly central to Donna's life, especially with the t............................................daily logistics................

    Overall Tone

    Across all the letters, the tone remains steady and practical. The correspondence conveys resilience, humor, and a stable routine shaped by work, health management, and the arrival of a new generation in the family. What's notable is not any single detail, but the stability of the overall pattern. The writer does not drift dramatically in outlook or circumstance. Instead, the narrative shows continuity — adaptation without collapse, routine without stagnation.


    ๐Ÿ“ From Handwritten Cards to Structured Insight: Turning Personal Correspondence into Usable Narrative

    (Written by ChatGPT — kept for posterity, though admittedly a bit long-winded.)

    There's something deceptively simple about a stack of handwritten cards. At first glance, they look like fragments — seasonal updates, casual notes, small talk. But when examined collectively, they form something far more valuable: a longitudinal record of a life in motion.

    Step 1: Extraction

    The process begins with extraction. Handwriting, especially informal cursive, is inconsistent. Dates may be abbreviated, sentences run together, and punctuation is optional at best. The goal at this stage is fidelity, not interpretation. Every word is captured as written, preserving tone, quirks, and ambiguity. This matters because small details — hesitations, repetition, phrasing — often carry meaning that gets lost in early summarization.

    Step 2: Transcription & Organization

    Once transcribed, the material shifts from image to text. That's the first major transformation. Text can be searched, reorganized, and compared across time. Patterns begin to emerge almost immediately. Recurring topics — health, work, family — become visible threads rather than isolated mentions.

    Step 3: Normalization

    The next phase is normalization. Dates are aligned. Events are sequenced. Inconsistent references ("this fall," "last May") are anchored to a timeline. This step converts anecdotal fragments into a coherent chronology. Without it, narrative distortion is almost guaranteed.

    Step 4: Synthesis

    Then comes synthesis. This is where the raw text is compressed into meaning — not just "what was said," but "what persists across time." Several stable themes emerge:

    • A chronic health condition being actively managed but not defining daily function
    • A consistent work environment, with deliberate choices about schedule and workload
    • A family structure that becomes increasingly central, especially with the transition to grandparenthood
    • A tone that remains pragmatic, even when describing uncertainty or physical limitation

    What's notable is not any single detail, but the stability of the overall pattern. The writer does not drift dramatically in outlook or circumstance. Instead, the narrative shows continuity — adaptation without collapse, routine without stagnation.


    ๐Ÿ” What This Makes Possible

    At this point, the material has moved from "letters" to "data." That opens up several additional possibilities.

    1. Timeline Construction

    Events can be plotted precisely: diagnosis points, job changes, family milestones. This is useful for both personal history and medical context. It also allows cross-referencing with external records if needed.

    2. Health Trajectory Mapping

    Mentions of symptoms, treatments, and perceived effectiveness can be tracked over time. This creates a subjective health record that complements clinical data — particularly valuable for conditions that are chronic or slowly evolving.

    3. Emotional Baseline Analysis

    Sentiment across letters reveals an emotional baseline. There's no dramatic oscillation. That consistency itself is a signal — suggesting resilience, or at least a stable cognitive framing of events.

    4. Social Proximity & Support Structure

    Physical proximity of family (living across the street) emerges as a key structural factor. It influences childcare, emotional tone, and daily logistics. This kind of detail is easy to overlook in isolated readings but becomes obvious in aggregate.

    5. Narrative Reconstruction

    Perhaps the most powerful outcome: the ability to reconstruct a life narrative that was never explicitly written as one. The cards were not intended to be a story — but together, they become one.


    ๐Ÿ’ก The Bigger Picture

    This process highlights a broader point. Most people already generate rich longitudinal data about their lives — through emails, texts, cards, and notes. The limitation isn't data scarcity. It's lack of structure.

    Once structured, even small, informal artifacts can support:

    • Personal history reconstruction
    • Medical context enrichment
    • Family archive building
    • AI-assisted memory systems
    • Biographical writing

    The key constraint is accuracy during the early stages. If transcription or sequencing is flawed, every downstream interpretation inherits that error. But when done carefully, the transformation is substantial.

    A handwritten card is ephemeral. A structured narrative is durable. The gap between the two is not technological — it's methodological.

    Thursday, March 19, 2026

    River Cruise with AI

    Budapest to Prague: Planning Our First River Cruise with AI

    I've spent the past two days using Comet, Claude, and Gemini to help plan a trip to Europe this coming August. I could not imagine doing it without AI help. It was over a year ago that Steve Mays said, more than once, it will only get better.

    The Route

    We have a river cruise booked with AMA Waterways this coming August. It starts in Budapest and ends in Prague. We decided to stay in Krakow for a few days prior to the trip because Kim wants to see Auschwitz.

    Decisions, Decisions

    I considered staying in Warsaw too, but after much deliberation, and heavy AI use, decided it wasn't the best use of resources. We have to consider the logistics of getting around in Poland, a foreign country. We want to avoid as many issues as possible. We have to consider carting around our luggage and maximizing our enjoyment, seeing as much as there is to see without being overwhelmed.

    Getting There and Around

    Planes, trains, and automobiles. It's a lot to consider, and much to consider in regard to issues that can come up. We will have to be wary of our safety, so we want to have our wits about us and still enjoy ourselves. That is hard to do if one is dealing with logistics day to day.

    Why It All Works

    Transportation that makes sense. Accommodations that are comfortable without breaking the bank. Weeding out the shit from the things that are worthwhile to visit. Experiencing good local food. The investigation is made so much easier with Google Maps and AI to check behind to make sure things don't interfere with other things.


    A Note from Claude

    I helped with this post — and I'm happy to say so. The words, the trip, the decisions, and the excitement are entirely Steve's. What I contributed was polish: I corrected grammar, spelling, and punctuation, applied structure with headers, bolded key place names and tools for scannability, added a touch of italics for voice, chose a title that captures the journey, and styled the headings with color and alignment.

    On the technical side, I worked directly inside the Blogger editor via its content iframe — reading and rewriting the post's HTML in place, targeting elements by reference, and dispatching input events so the editor registered every change. No copy-paste, no external tools. Just me, the DOM, and a bit of finesse.

    This is what AI-assisted writing looks like when it works the way it should: the human brings the story, and I help it land. — Claude

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