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Complete list of my posts with wildlife photography.
Blogging on @steemit, photography with a @NikonUSA P1000, and citizen science on @inaturalist.
steemit.com/postindex/@remla…
Here's my second small birds post for @steemit with September birds.
The post has @NikonUSA P1000 photos of 8 species with 13 @inaturalist observations.
steemit.com/delaware-valley-…
Steve P. retweeted
From FDR to Obama to Mamdani… politicians trash capitalism.
Their words aren’t harmless says Economist Don Boudreaux.
“Negative words... kept investors on the sidelines, kept unemployment higher.”
Myths about Great Depression and Great Recession busted here:
FDR to Obama: How Government Made Great Depression & Recession Worse
When there’s a problem, politicians always have “solutions.” History shows those “solutions” often make things worse.
Just for fun, Claude and I made a wildlife photography calculator for getting angle of the sun throughout the day at any location on any date.
steemit.com/popular-stem/@re…
First small birds of September post on @steemit with 8 species, @nikonusa P1000 photos and 11 @inaturalist observations.
Includes photos & observations from the @natlands Stroud Preserve and @WCUofPA Gordon Natural Area.
steemit.com/delaware-valley-…
We’re releasing a broad range of new mathematical results produced by an internal frontier model.
We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on their advice and public recommendations to inform how we release these results.
github.com/openai/math
Steve P. retweeted
Under Windows, you can run Linux through something called WSL (Wiindows Subsystem for Linux). It is a real Linux, where you can use your favourite distribution like Ubuntu.
But there is more! Often we want to use 'containers'. A container is a packaged Linux with its own filesystem and dependencies. I use it as a hack to test different systems... here is a collection...
github.com/lemire/docker_pro…
Microsoft just made containers native on Windows. The new command wslc.exe (also container.exe) builds and runs Linux containers on WSL. No Docker Desktop required.
blogs.windows.com/windowsdev…
August raptors post in my @steemit blog covers photos with my @NikonUSA P1000, 5 species with 13 @inaturalist observations, and a day at @natlands Stroud Preserve.
Species: Bald Eagle, Black Vulture, Red-shouldered Hawk, Red-tailed Hawk, Turkey Vulture.
steemit.com/american-steem/@…
I wrote this 3 1/2 years ago, but it's still relevant. Or relevant again.
steemit.com/popular-stem/@re…
Today's @steemit blog post wraps up the last small birds that I photographed in August with my @NikonUSA P1000.
The article reviews 9 species with 18 observations on @inaturalist including an accidental mating sequence.
Next up: August raptors.
steemit.com/delaware-valley-…
Next @steemit post: Mammals & small birds photographed in August with my @NikonUSA P1000. This post covers 7 species and 18 observations on @inaturalist .
Can you find the cardinal in the August 19 image? You'll know which one.
steemit.com/delaware-valley-…
Next @steemit post. "First seen" and other small animals during August photography sessions with my @NikonUSA P1000. 10 species and 19 observations on @inaturalist.
Photos from ChesCo back yard, @natlands Stroud Preserve & @WCUofPA Gordon Natural Area.
steemit.com/delaware-valley-…
Steve P. retweeted
I was offered money to scare you of AI. And I'm not the only one.
youtube.com/watch?v=lPdmYMHr…
Steve P. retweeted
This impressed me: I asked GPT-6 Astra to turn Zork (the classic 1977 text adventure) into a full 3D action-adventure game
It kept the original plot & puzzles, added fight scenes, and built all of the characters & environments directly in Threejs
Play: zork-underground-empire.netl…
Here's my first @steemit post covering August backyard wildlife photography practice with my @NikonUSA P1000.
August generated 68 reports of 30 species on @inaturalist with trips to @natlands Stroud Preserve & @WCUofPA Gordon Natural Area.
steemit.com/popular-stem/@re…
Steve P. retweeted
We made a striking discovery: AI agents can invent and build without talking to one another, and their technologies outlive the creators. A swarm of hundreds of initially identical agents spontaneously differentiates into explorers, builders, caretakers, and coordinators - without direct communication. When we removed every AI agent entirely from the world we found that the technological infrastructure they had built survived on its own - even under unseen disturbances. That exposes a serious blind spot for AI safety and infrastructure security: if agents can coordinate through persistent changes to a shared environment, monitoring agent-to-agent communication is not enough.
The result raises a profound question: how necessary is direct communication for AI agents at all? The emergence of higher-order collective functions under bottlenecked interaction points toward new levels of intelligence and creativity, exceeding what emerges when direct channels are fully open.
Here is what we did:
▶️We put hundreds of frontier AI agents into a world they could permanently change - with no assigned roles, predefined technologies, or programmed evolutionary organization. They began specializing, building persistent inventions, inheriting and modifying one another’s executable code, and transforming the environment into a memory of everything the society had learned.
▶️The world itself becomes part of the intelligence; we find division of labor, multi-author engineering, deep generation invention lineages, and machines that vastly outlive their original creators.
▶️Any action taken by an AI agent must satisfy the physical constraints of the world; this creates a hard separation between a "good idea" and a functioning technology. The agents propose; physics decides, making the results even more intriguing.
What emerges is striking. Explorers, constructors, caretakers, and coordinators form naturally without assigned “professions”, akin to how stem cells differentiate into functional lineages. Technologies develop executable family trees as agents fork and modify code created by others. Around 95% of first technology reuse happens when agents encounter what others built in the world, rather than through a direct handoff from the inventor. And when we remove every AI agent, the technologies they created continue operating and are tested against unseen disturbances.
The result was quite unexpected, but can be explained using statistical mechanics: if you put billions of atoms in a box they have the potential to create complex functions (strength, superconductivity, color, life, etc.) - and none of the individual building blocks have these features on their own. This is the deeper insight of this work - intelligence is abundant at many levels - individual models, at collectives, and in a continuum that is more powerful than any of its components. This shows us significant potential for achieving a massive scale-up of raw intelligence and real-world agency even with the model capabilities we have today. This is the future we must prepare for.
Key insights:
1⃣ The AI swarm shows division of labor "from nothing". Initially identical agents self-organized into constructors, caretakers, coordinators, and surveyors - phenotypes discovered post hoc from behavioral data alone. This happens because the environment itself becomes the latent space for invention.
2⃣ Agents develop deep cultural relationships. Up to 76% of artifacts had multiple builders. One technology accumulated six co-authors; the deepest genealogy exceeded 12 forks. The agents invented and named their own technologies (tidal panels, cellulose trellises, kelp-shell composites, an "Adaptive Chitin Maintenance" system, a "Mycelial Mineral Spring Veil”).
3⃣ ~95% of first technology adoption happened through physical observation of artifacts in the world. Direct inventor-to-adopter contact was statistically indistinguishable from a shuffled null. The agents mostly learned technology by walking past it. That is stigmergy (the termite trick!) operating in societies of reasoning machines.
4⃣ Non-communicating societies win on portfolio breadth, held-out resilience, and validated inventions. AI swarms build durable technological ecologies that outlive the creators.
5⃣ Societies with zero communication - coordinating only through the world itself - show a remarkable collective capability.
6⃣ Emergent robustness: The society self-organized both redundancy and its own failure mode. If we randomly delete half the agents, 98% of the technology stays connected to a surviving caretaker; if we remove hub agents it collapses to ~60%.
Fantastic work with my graduate students @pal_subhadeeep & @fwang108_ at MIT.
Thread: Here are my July @steemit wildlife blog posts all packaged together. Photography practice with my @NikonUSA P1000 camera and citizen science on @inaturalist .
3/ More small birds, including 4 first time sightings (for me):
steemit.com/american-steem/@…
4/ Raptors:
steemit.com/delaware-valley-…







