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Bill Dollins

@geobabbler.bsky.social
1.6K followers 434 following 496 posts

Runner. Coder. Database hacker. Accidental geographer. Perpetual novice. Chaotic neutral.

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Bill Dollins @geobabbler.bsky.social · 02/09/2026
Some things should never be discounted.
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Bill Dollins @geobabbler.bsky.social · 24/08/2026
Nothing amuses me more than the bemused looks I get when I say I have no intention of retiring.
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Bill Dollins @geobabbler.bsky.social · 18/08/2026
Always a treat when @bittersouth.bsky.social arrives
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Bill Dollins @geobabbler.bsky.social · 14/08/2026
Things I say in Slack.
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Bill Dollins @geobabbler.bsky.social · 14/08/2026
Two unrelated hot takes in one post: 1) Dino nuggets are superior to regular nuggets because the feet an tails make crispy bit. 2) "Off the Wall" is superior to "Thriller" in every way.
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Bill Dollins @geobabbler.bsky.social · 12/08/2026
I’ve gotten a few questions. While we’re not in stealth mode, I haven’t discussed it much. blog.geomusings.com/2026/08/11/w...
blog.geomusings.com
What We’re Building at Clairvoyint
If you visit the Clairvoyint website, it says that we turn expert analytical methodology into reusable agents that can perform analysis and produce reports, briefs, and assessments while preserving…
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Bill Dollins @geobabbler.bsky.social · 11/08/2026
The 180th anniversary of the Smithsonian got me thinking. blog.geomusings.com/2026/08/10/g...
blog.geomusings.com
Geospatial Infrastructure Should Outlive Its Technology
On August 10, 1846, Congress established the Smithsonian Institution with a simple mission: “the increase and diffusion of knowledge,” and gave it “perpetual succession.” One hundred eighty years l…
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Bill Dollins @geobabbler.bsky.social · 23/07/2026
We saw Young Washington a couple of weeks ago. My wife is a US history teacher so it was a must-see for us. A couple of notes: 1) it generally got the history right. Washington was a bit of a mess then and they didn’t polish it. 2) King George County, VA does not look like that at all.
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Bill Dollins @geobabbler.bsky.social · 15/07/2026
Did you know that English ivy can cause contact dermatitis? Neither did I. I do now.
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Bill Dollins @geobabbler.bsky.social · 05/07/2026
I’m sure the flyovers in DC were impressive but in our part of Southern Maryland, we were treated to the aerial ballet of refueling ops between the B-2s and KC-135s (not pictured).
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Bill Dollins @geobabbler.bsky.social · 04/07/2026
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Bill Dollins @geobabbler.bsky.social · 02/07/2026
50 years ago this weekend, I was at the Bicentennial Air Show at Andrews AFB. My dad pulled some strings and we were let past the rope so I could sit in an SR-71. I was too young to understand but it was cool. I wish 250 had been more, but I’m looking forward to Election Day.
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Reposted by Bill Dollins
Harvey J. Miller @mobileharv.bsky.social · 26/06/2026
climate.us is an effort by former staff members at the National Oceanic and Atmospheric Administration to present climate science previously housed at climate.gov, including data, reports, articles, and congressionally mandated national climate assessments.
climate.us
Climate.us Home
independent, nonprofit, and immune to politics
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Bill Dollins @geobabbler.bsky.social · 26/06/2026
HABA-MABA and stuff. blog.geomusings.com/2026/06/25/i...
blog.geomusings.com
Interpretation and Ownership
In 1951, Paul Fitts edited a report on human engineering for air-navigation and traffic-control systems. One of its lasting artifacts was a deceptively simple allocation device that came to be know…
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Bill Dollins @geobabbler.bsky.social · 23/06/2026
Following on to yesterday’s post… blog.geomusings.com/2026/06/23/g...
blog.geomusings.com
GeoAI and the Soft Middle of the Geospatial Market
My recent essay on the SaaS market argued that AI pressure is unlikely to apply evenly. The exposed segment was products in the middle of the market that are expensive enough to prompt examination,…
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Bill Dollins @geobabbler.bsky.social · 22/06/2026
Essaying... blog.geomusings.com/2026/06/22/v...
blog.geomusings.com
Vibe Coding, AI Disruption, and the Restructuring of the SaaS Market
In early February 2026, a sharp software-sector selloff, widely described in market commentary as the “SaaSpocalypse,” erased hundreds of billions of dollars in SaaS and software-servic…
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Reposted by Bill Dollins
Peggy March @rebelgeo.bsky.social · 21/06/2026
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Bill Dollins @geobabbler.bsky.social · 20/06/2026
Map (cartogram?) in the wild.
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Bill Dollins @geobabbler.bsky.social · 15/06/2026
Today’s earworm open.spotify.com/track/74uoN2...
open.spotify.com
Me & My Dog
boygenius, Julien Baker, Phoebe Bridgers, Lucy Dacus · boygenius · Song · 2018
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Bill Dollins @geobabbler.bsky.social · 13/06/2026
I’m starting to feel like I’m the only one in Maryland’s 5th district who isn’t running to replace Hoyer.
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Bill Dollins @geobabbler.bsky.social · 06/06/2026
Turns out the best way to do research is to do research. Taking page from my grad school experience during the pandemic, I have forced myself into the habit of writing term papers when learning new concepts. blog.geomusings.com/2026/06/05/o...
blog.geomusings.com
On Essays
A few weeks ago, I was on a catch-up Zoom call with a friend I hadn’t chatted with in a while. He made mention of the recent uptick in my blogging activity and then, very good-naturedly, took…
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Bill Dollins @geobabbler.bsky.social · 05/06/2026
Who would have known that the juxtaposition of Lucy Dacus and New Order would be rocket fuel for productivity?
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Bill Dollins @geobabbler.bsky.social · 04/06/2026
Forgot to share this one the other day. Noodling through QA tasks and deciding to write up some of what I found. blog.geomusings.com/2026/06/02/a...
blog.geomusings.com
Applicability of Small Models for Agentic QA
I’ve been doing some recent work related to automating QA in AI workflows. Most recently, I built a small jury pool app to assess agreement across generated outputs, which got me interested i…
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Bill Dollins @geobabbler.bsky.social · 04/06/2026
Late night ramblings... blog.geomusings.com/2026/06/04/l...
blog.geomusings.com
Life After AI
Every general-purpose technology reaches a point where it stops being the subject and becomes part of the foundation. The web passed through it, as did virtualization, the relational database, and …
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Bill Dollins @geobabbler.bsky.social · 29/05/2026
In part three of my anniversary series, I look at the constant iteration of the geospatial stack over 20 years, the opportunity costs of that iteration, and the responsibility conferred by the technical capability achieved over that time. blog.geomusings.com/2026/05/28/t...
blog.geomusings.com
Twenty Years, Part Three
I recently finished implementing a network analysis through PostGIS and pgRouting, exposed through an MCP interface so it can be called by AI. I have done versions of this as a Lambda and as a Goog…
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Reposted by Bill Dollins
Eric Columbus @ericcolumbus.bsky.social · 23/05/2026
Sean Trende’s piece on his son’s last day of school is full of joy and sadness and love and is well worth your time. www.realclearpolitics.com/articles/202...
Judson's Last Ride
COMMENTARY
By Sean Trende
RCP Staff

Today is a day I've dreaded for over a decade. At around 6:20 a.m., we'll get my oldest son Judson up,give him a bath, put his safety harness on (don't worry, we'll dress him first, and then watch him amble down our driveway to the school bus, as we have almost every school day since fourth grade. He'll go through whatever class activities he has, come to the end of the day, and get ready to ride the bus home, as he has almost every school day since fourth grade. His teachers and aides will wipe their eyes, put him on the bus, and off he'll go, just the same as he's done almost every school day since fourth grade.
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Bill Dollins @geobabbler.bsky.social · 25/05/2026
The conversation around AI in the geospatial community has been evolving rapidly over the past couple of months. I pulled together a summary of what I've been seeing and reading. blog.geomusings.com/2026/05/25/g...
blog.geomusings.com
Geospatial AI State of Play, April–May 2026
This post summarizes themes that emerged across multiple sources curated by GeoFeeds during April and May 2026. Taken together, these themes suggest that geospatial AI (GeoAI) is moving through a f…
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Bill Dollins @geobabbler.bsky.social · 25/05/2026
This young lady is 7 years old today.
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Bill Dollins @geobabbler.bsky.social · 20/05/2026
blog.geomusings.com/2026/05/18/p...
blog.geomusings.com
Prototyping AI-Ready OSM
In a post last week, Open Data and AI, I discussed how open data projects are facing a new kind of consumer: AI-automated systems that can pull public data continuously, at scale, and in patterns t…
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Bill Dollins @geobabbler.bsky.social · 19/05/2026
“Just me and my dog and an impossible view.”
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Bill Dollins @geobabbler.bsky.social · 15/05/2026
Open data was built to be used, but AI-scale consumption is changing the equation. Using OSM as a thought experiment, I explore what AI-optimized infrastructure that preserves openness, attribution, community values, and operational sustainability may look like. blog.geomusings.com/2026/05/14/o...
blog.geomusings.com
Open Data and AI
Open data projects are seeing a new kind of consumer in the form of automated systems that can consume public data continuously, at scale, and through access patterns that were not designed with th…
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Bill Dollins @geobabbler.bsky.social · 07/05/2026
Without fail, the social media exhaust from GEOINT every year has me queuing up Black Flag.
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Bill Dollins @geobabbler.bsky.social · 06/05/2026
I had a dream last night that I was stopped at a traffic light when a car pulled up next to me. Its windows were down and it was blasting “Lifestyles of the Rich and Famous” by Good Charlotte. This is not a big song for me but it’s now stuck in heavy rotation in my head. Damn subconscious.
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Bill Dollins @geobabbler.bsky.social · 02/05/2026
I am convinced the phrase “Under-promise and over-deliver” was first uttered by the parent of a toddler.
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Bill Dollins @geobabbler.bsky.social · 28/04/2026
I wonder if the ETL/ELT/iPaaS segment will survive past its current round of enterprise and annual contracts.
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Bill Dollins @geobabbler.bsky.social · 28/04/2026
The phrase "generate a CSV formatted for easy import into Postgres" is magic with Claude. Even if you don't plan to use Postgres, it gives you a nicely cleaned up CSV. I usually also ask it to make a metadata markdown file to preserve richness it may need to strip out.
originalprocessedmetadata
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Bill Dollins @geobabbler.bsky.social · 28/04/2026
Spatial finance can see assets, hazards, emissions, and exposure with increasing precision. But places are also shaped by institutions, memory, liability, politics, and trust. This post looks at what spatial finance cannot yet see from orbit. blog.geomusings.com/2026/04/28/w...
blog.geomusings.com
What Spatial Finance Cannot See From Orbit
For eighteen years, I drove past the Morgantown Generating Station on my way to work. Its stacks were part of the background geography of my daily life, sitting along the Potomac River in Newburg, …
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Bill Dollins @geobabbler.bsky.social · 27/04/2026
@fedgeoday.bsky.social 2026 reinforced a key point: federal geospatial data assets are becoming foundational to AI. Four talks stood out to me, connecting data stewardship, foundation models, agents, provenance, and mature implementation. blog.geomusings.com/2026/04/27/f...
blog.geomusings.com
FedGeoDay 2026: Four Talks Worth Your Attention
Summaries of selected talks from FedGeoDay 2026, Day 1, April 2026, US Census Bureau, Suitland, MD Once again, I served on the FedGeoDay organizing committee this year. FedGeoDay continues to be on…
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Bill Dollins @geobabbler.bsky.social · 26/04/2026
Anyone who really knows me knows how much I love REM. Their music has moved me since I first heard them. Over the past year, boygenius has joined them. Their small catalog gets right to the heart of me.
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Bill Dollins @geobabbler.bsky.social · 25/04/2026
I love this so much
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Bill Dollins @geobabbler.bsky.social · 24/04/2026
Geospatial AI may be accumulating the conditions for model collapse, where AI-derived labels silently re-enter training pipelines and errors compound across generations. NLP experienced this and geospatial can learn from it. I write about it here: blog.geomusings.com/2026/04/24/p...
lnkd.in
LinkedIn
This link will take you to a page that’s not on LinkedIn
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Bill Dollins @geobabbler.bsky.social · 22/04/2026
Understanding can arrive in unexpected ways. A typewriter in my father’s shed became a way of seeing him more clearly. blog.geomusings.com/2026/04/22/t...
blog.geomusings.com
The Typewriter
I first saw the typewriter when I rolled up the door of the shed. That small shed with the gabled roof and T-111 exterior had been there since the mid-1990s. My father built it with two sections. O…
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Reposted by Bill Dollins
The New Yorker @newyorker.com · 22/04/2026
In 1983, the photographer Tom Arndt heard about something interesting happening in the parking lot of a Holiday Inn: a casting call for extras in “Purple Rain.” See his images of Minnesotans who wanted to be in Prince’s new movie: newyorkermag.visitlink.me/jB-nEf
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Reposted by Bill Dollins
GeoFeeds @geofeeds.bsky.social · 14/04/2026
Cercana Systems LLC - From Archive to Map: Processing Geospatial Data with Claude Cowork by Cercana cercanasystems.com/2026/04/from-arc…
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Bill Dollins @geobabbler.bsky.social · 13/04/2026
New tools arrive with new vocabulary and new claims of rupture. What changes less is the work underneath. Context, judgment, and stewardship are the center of gravity beneath rapid technical change. I write about it here.
blog.geomusings.com
Twenty Years, Part Two
Note: This post is the second in a four-part series leading to the 20th anniversary of this blog. I was recently at a conference that was primarily focused on climate risk. One particular panelist caught my attention when talking about analyzing vulnerabilities by first creating a digital twin and then using an AI model to analyze vulnerabilities to a structure and assess their impact.
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Bill Dollins @geobabbler.bsky.social · 09/04/2026
Spatial Analysis with Claude, Part 2 Following up on my previous post, I built a new Claude skill to take advantage of the increasing wealth of data online in cloud-native formats like GeoParquet. Given that DuckDB can read from such sources in place, I built the skill to use it to perform spatial…
blog.geomusings.com
Spatial Analysis with Claude, Part 2
Following up on my previous post, I built a new Claude skill to take advantage of the increasing wealth of data online in cloud-native formats like GeoParquet. Given that DuckDB can read from such sources in place, I built the skill to use it to perform spatial analysis tasks on specified data sets. Here is an example using data in the…
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Bill Dollins @geobabbler.bsky.social · 07/04/2026
RFC 1 is a reminder that governance and stewardship were part of shared technical infrastructure from the beginning. In geospatial, that same long arc runs through standards work like GeoJSON, STAC, and OGC Simple Features, and it matters even more as AI builds on inherited structure.
blog.geomusings.com
RFC 1, OGC, and the Long Arc of Technical Stewardship
When Steve Crocker published RFC 1 on April 7, 1969, he did not present it as doctrine. He described tentative agreements, open questions, and a document offered in expectation of reaction (Crocker, 1969). That posture matters. It is a reminder that stewardship and governance were not late additions to shared technical infrastructure. They were part of its identity near the beginning.
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Bill Dollins @geobabbler.bsky.social · 07/04/2026
Always a good day when a new issue of @bittersouth.bsky.social arrives
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Reposted by Bill Dollins
GeoFeeds @geofeeds.bsky.social · 03/04/2026
Cercana Systems LLC - Cercana Executive Briefing — Week of March 28–April 3, 2026 by Cercana cercanasystems.com/2026/04/cercana-…
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Bill Dollins @geobabbler.bsky.social · 04/04/2026
On the treadmill: 4 miles, sub 10:00 pace, last mile sub 8:00. First time for both since prior to last year’s eye surgeries.
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