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Daniel Van Zant

@danielvanzant.bsky.social
16 followers 19 following 121 posts

Building AI that amplifies human expertise instead of diminishing it. Founder at www.sylvum.com PhD Student at www.mpcrlab.com

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Daniel Van Zant @danielvanzant.bsky.social · 05/02/2026
1/ I did a historical analysis of five transformative technologies from 1950 to now. Research periods with long time horizons and high uncertainty were about three times more likely to experience sustained underfunding.
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Daniel Van Zant @danielvanzant.bsky.social · 18/08/2025
When I find an interesting article/paper/etc I don't read it right away, I save it in a folder on my computer. Once I have enough, I run a small script to get it printed as a glossy magazine with an AI-designed cover (here's the latest) and read through everything at my leisure.
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Daniel Van Zant @danielvanzant.bsky.social · 13/08/2025
I am presenting online for the Wolfram Institute at 2pm ET today. Will be talking about an AI system that I am building and how it might be used to validate abstract theories with purely computational "Wolframian-style" experiments. m.youtube.com/watch?v=S9qz...
m.youtube.com
Presentation | Daniel Van Zant | How AI-assisted Organization can Accelerate Science Theory-Building
YouTube video by Wolfram Institute
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Daniel Van Zant @danielvanzant.bsky.social · 21/07/2025
Got to have a great conversation with my advisor Dr. Elan Barenholtz on his theory of language! youtu.be/P-yfQLDM5pA?...
youtu.be
Is Memory Real? UWaterloo Discussion w/ Prof. Elan Barenholtz & Dan Van Zant | Ekkolapto Salon
YouTube video by Elan Barenholtz, PhD
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Daniel Van Zant @danielvanzant.bsky.social · 09/07/2025
Setting up a weapons shop inside Rome's walls makes you a respected merchant. Outside the walls, you're seen as a barbarian threat, but you're free from Rome's taxes and politics. Research has the same geography. It's worth knowing which side of the wall serves your purposes.
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Daniel Van Zant @danielvanzant.bsky.social · 11/06/2025
One minute clip from a short talk with Dr. Elan Barenholtz about how he uses AI in his work. Check out the full video here: www.danielvanzant.com/p/an-extra-c... . Also worth checking out an interview he did with Curt Jaimungal of Theories of Everything: curtjaimungal.substack.com/p/the-theory...
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Daniel Van Zant @danielvanzant.bsky.social · 08/06/2025
For anyone interested in this question this guy: substack.com/@cyberneticist sent me this excellent resource: people.eecs.berkeley.edu/~jrs/highd/ over on Substack.
substack.com
Cyberneticist | Substack
Writing about the higher level theory of computation and cybernetics from a critical perspective
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Daniel Van Zant @danielvanzant.bsky.social · 07/06/2025
Being unbiased in science communication seems almost impossible. I admire scientists who, instead of pretending to be unbiased, work to be transparent about their biases. I.e. "I came up with this theory so I prefer it," "my field looks at this thing this particular way," etc.
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Daniel Van Zant @danielvanzant.bsky.social · 06/06/2025
Hyperdimensional spaces (like the ones that LLMs and other AI systems work in) have emergent properties that are more than just "scaling up 3 dimensions a lot". Is there a single resource that lists these unique properties. Or even better one that gives a good intuition of them? #MLSky
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Ian Phillips @ianbphillips.bsky.social · 20/05/2025
5 years since our first pilot, and 25,000 participants later, I'm super happy this work with Makaela Nartker, @chazfirestone.bsky.social and Howard Egeth on inattentional blindness is now out in eLife! A little 🧵 of what we found... 1/12 elifesciences.org/articles/100...
elifesciences.org
Sensitivity to visual features in inattentional blindness
As a group, inattentionally blind participants can successfully report the location, color, and shape of stimuli they deny noticing, and exhibit a systematic bias to report not noticing.
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Daniel Van Zant @danielvanzant.bsky.social · 21/05/2025
Wikipedia is also a good evaluator of how much I can trust the LLM. If the topic has multiple fleshed-out Wikipedia articles with lots of sources then the LLM is usually mostly right. If there's just one two-paragraph article that cites one paper then usually the LLM output has many hallucinations.
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Kevin Zollman @kevinzollman.com · 20/05/2025
There's so much polarization around LLMs. They are way overhyped, I agree. But I also use them semi-regularly now. Here's a thread of genuine use cases where I find them helpful. Please add your own!
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Daniel Van Zant @danielvanzant.bsky.social · 14/05/2025
Demo of an AI tool that displays relevant information live as you are having a technical conversation or presentation. The display is based on either a query you gave it beforehand where it can grab and process relevant documents from the internet. www.danielvanzant.com/p/augmenting...
danielvanzant.com
Augmenting technical conversations with AI (demo)
A quick demo of a project I am working on for an AI tool that displays relevant information live as you are having a technical conversation or presentation.
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Daniel Van Zant @danielvanzant.bsky.social · 08/04/2025
asteriskmag.com/issues/09/gr... Very cool article going into detail on what the best strategies might be for humans to take their first steps into becoming a multi-planet species. Always excited about anything on how we could get one step closer to Star Trek.
asteriskmag.com
Greening the Solar System—Asterisk
A future where life flourishes beyond Earth is closer than you think. How, precisely, will we get there?
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Daniel Van Zant @danielvanzant.bsky.social · 02/04/2025
I will be presenting my work building an artificial intelligence cognitive co-pilot to help neuroscientists create better theories next week, April 9th, 10am EST. Anyone is welcome to join the Zoom: fau-edu.zoom.us/j/3806783624... . The talk will also be recorded and posted on Youtube.
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Daniel Van Zant @danielvanzant.bsky.social · 31/03/2025
Most systems that exists do so because they are good at maintaining their current state in the face of entropy. If you want to change the state of a system on the long-term you have to do three things:
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Daniel Van Zant @danielvanzant.bsky.social · 27/03/2025
www.newscientist.com/article/2472... UK tech secretary's official chatgpt records were requested and given under freedom of information(FOI) laws. Under most FOI laws, text conversations between two people on are exempt. Should conversations with a chatbot be treated the same?
newscientist.com
Revealed: How the UK tech secretary uses ChatGPT for policy advice
New Scientist has used freedom of information laws to obtain the ChatGPT records of Peter Kyle, the UK's technology secretary, in what is believed to be a world-first use of such legislation
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Daniel Van Zant @danielvanzant.bsky.social · 25/03/2025
1/7 New on the my blog: Breakthrough Incentive Markets - a third path for science funding that combines democratic problem prioritization with market-driven resource allocation. open.substack.com/pub/danielva...
open.substack.com
Breakthrough Incentive Markets
Aligning financial incentives with scientific progress to solve humanity's most urgent challenges
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Daniel Van Zant @danielvanzant.bsky.social · 19/03/2025
Have been enjoying participating in these "salons" which are long-form semi-structured conversations with a neat group of scientists and thinkers. I have appeared in these two: youtu.be/lzLg4lEnQuY?... youtu.be/TN4aMXWpnoI?... and there are others on that Youtube channel.
youtu.be
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Daniel Van Zant @danielvanzant.bsky.social · 17/03/2025
arxiv.org/abs/2502.203... Maybe LLM's are using symbolic mechanisms built through transformers? Raw transformers are only the "machine code" explanation for how LLM's incredible performance. I really enjoy papers like this that form theories about what the "software" might be.
arxiv.org
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
Many recent studies have found evidence for emergent reasoning capabilities in large language models, but debate persists concerning the robustness of these capabilities, and the extent to which they ...
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Daniel Van Zant @danielvanzant.bsky.social · 12/03/2025
open.substack.com/pub/elanbare... Start of a series my advisor is writing on his theory of cognition. Even though I disagree with some parts of it, this theory is well-argued, well-evidenced, compelling and accessibly written. It deserves serious thought and consideration.
open.substack.com
Memory Isn't Real (Part 1)
The autoregressive theory of cognition changes everything we thought we knew about knowing
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Daniel Van Zant @danielvanzant.bsky.social · 09/03/2025
Paper comprehensively benchmarking different models and methods for RAG use-cases. If you're wondering "what is the best reranker for X" or "what is the best architecture for Y type of questions" there is probably a table that answers that question. arxiv.org/pdf/2502.202...
arxiv.org
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Daniel Van Zant @danielvanzant.bsky.social · 09/03/2025
Excellent interview from the leader of a research org that is managing to “think big” without becoming based purely around ideas and do applied work without becoming completely profit-focused. I love seeing stuff like this out there in the world. substack.com/home/post/p-...
substack.com
A Category Theory-Inspired BBN
How the Topos Institute tackles problems in complex systems
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Daniel Van Zant @danielvanzant.bsky.social · 15/02/2025
youtu.be/miLqkSU_qG4?... An awesome conversation I got to have with Dr. Elan Barenholtz on one of my favorite YouTube channel. We talked about what the structure, successes, and failings of large language models could mean for cognition more widely among other things.
youtu.be
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Daniel Van Zant @danielvanzant.bsky.social · 29/01/2025
A short piece I just wrote on a really important trade-off in state of the art RAG: substack.com/home/post/p-...
substack.com
Home | Substack
Discover and discuss great writing with the world’s smartest readers on Substack.
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Daniel Van Zant @danielvanzant.bsky.social · 08/01/2025
1/7 Have been trying to understand self-organizing map U-matrices recently. (Example image below of a U-matrix based on hyperdimensional pain data). I am using them to visualize text embedding space.
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Daniel Van Zant @danielvanzant.bsky.social · 10/09/2024
Have been trying to understand what it means for a system to be Turing-complete (which in theoretical computer science acts as a sort of "check" for programming languages or physical computing systems). For a system to be turing-complete it must be able to compute an arbitrary
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Daniel Van Zant @danielvanzant.bsky.social · 14/02/2024
Anytime a researcher who is an expert in their field writes a book with the intention of being accessible, I immediately add it my reading list. Chaitin, Ericsson, Penrose, and Schwarzlose come to mind as folks who are examples of this. Any that I should add to my list?
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Daniel Van Zant @danielvanzant.bsky.social · 13/02/2024
Attack vectors of the brain: EEG to get private info from humans: doi.org/10.1007/978-3-319-70972-7_12 Remote control of genetically modified mice with X-rays: doi.org/10.1038/s41467-021-24717-1 Genetically expressible actuator that can affect neural function: doi.org/10.1038/nn.4265 #neuroscience
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Daniel Van Zant @danielvanzant.bsky.social · 13/02/2024
Some attack vectors of the brain: Using EEG to get private info from humans: doi.org/10.1007/978-3-319-70972-7_12 Remote control of genetically modified mice with X-rays: doi.org/10.1038/s41467-021-24717-1 Genetically expressible magnetic actuator that can affect...
doi.org
PEEP: Passively Eavesdropping Private Input via Brainwave Signals
New emerging devices open up immense opportunities for everyday users. At the same time, they may raise significant security and privacy threats. One such device, forming the central focus of this work, is an EEG headset, which allows a user to control her computer...
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Daniel Van Zant @danielvanzant.bsky.social · 12/02/2024
Finding sources to help inform personal opinion on validity of assembly theory. Here are some links I've collected. Any I'm missing? The original paper: doi.org/10.1038/s41586-023-06600-9 Primary critical article: hectorzenil.medium.com/test-8f0be54… Relatively...
doi.org
Assembly theory explains and quantifies selection and evolution - Nature
Assembly theory conceptualizes objects as entities defined by their possible formation histories, allowing a unified language for describing selection, evolution and the generation of novelty.
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Daniel Van Zant @danielvanzant.bsky.social · 07/02/2024
Quarto with Jupyter Lab has become my go to for papers, articles, presentations, or any other publishable scientific thing. Having a single tool that I can gain expertise in and use for many tasks is one of my favorite things and Quarto definitely fits the bill. #quarto
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Daniel Van Zant @danielvanzant.bsky.social · 06/02/2024
I've developed a note-taking method I call "Compression Notes," focused on efficiently capturing key insights from lectures and books. I've used it for the past year and a half of my Computational Neuroscience PhD and it has been very helpful. Here's the essence in 5 tweets:
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Daniel Van Zant @danielvanzant.bsky.social · 28/01/2024
The official Scrum Guide is refreshing compared to other online writing. It is straightforward and avoids unnecessary extras. scrumguides.org/scrum-guide.html . @kschwaber and @jeffsutherland did such a great job.
scrumguides.org
Scrum Guide | Scrum Guides
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Daniel Van Zant @danielvanzant.bsky.social · 17/01/2024
Papers that are a combination of the history of a science and technical explanation are always a wonderful thing. "The dry history of liquid computers" is one such paper. doi.org/10.48550/arX... Highly recommend if you are into unconventional computing.
doi.org
The dry history of liquid computers
A liquid can be used to represent signals, actuate mechanical computing devices and to modify signals via chemical reactions. We give a brief overview of liquid based computing devices developed...
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Daniel Van Zant @danielvanzant.bsky.social · 17/01/2024
Papers that are a combination of the history of a science and technical explanation are always a wonderful thing. "The dry history of liquid computers" is one such paper. doi.org/10.48550/arXiv.1811.09989 Highly recommend if you are into unconventional computing.
doi.org
The dry history of liquid computers
A liquid can be used to represent signals, actuate mechanical computing devices and to modify signals via chemical reactions. We give a brief overview of liquid based computing devices developed over hundreds of years. These include hydraulic calculators, fluidic computers, micro-fluidic devices, droplets, liquid marbles and reaction-diffusion chemical computers.
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Daniel Van Zant @danielvanzant.bsky.social · 17/01/2024
Had a great conversation with Dr. Alex Ellery, an expert in space robotics engineering, on the potential of artificial self-replication for space exploration, as well as its' potential for solving large earth-bound problems. Available here: youtu.be/_4-wh_GFNPM and any other podcasting platform.
youtu.be
Alex Ellery: Self-replication, Lunar Industrial Ecology, and Space Colonization
All resources mentioned in episode as well as additional resources here: https://www.danielvanzant.com/Alex+Ellery+on+Self-replication%2C+Lunar+Industrial+Ec...
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Daniel Van Zant @danielvanzant.bsky.social · 17/01/2024
Had a great conversation with Dr. Ellery, an expert in space robotics engineering, on the potential of artificial self-replication for space exploration, as well as its' potential for earth-bound problems. Available here: youtu.be/_4-wh_GFNPM and any other podcasting platform.
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Daniel Van Zant @danielvanzant.bsky.social · 22/12/2023
One of my new favorite Wikipedia articles: en.m.wikipedia.org/wiki/Timeline_of… . Reading stuff like this always gives me a positive sense of smallness.
en.m.wikipedia.org
Timeline of the far future - Wikipedia
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Daniel Van Zant @danielvanzant.bsky.social · 02/12/2023
Made this table for a presentation. I would (and have) bet that this technology has strong potential to be the successor to CMOS in the next 10 years or so. Sources: CMOS: ieeexplore.ieee.org/document/983... Nanomagnetic QCA: doi.org/10.1126/scie... Molecular QCA: arxiv.org/abs/1711.08153
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Daniel Van Zant @danielvanzant.bsky.social · 26/11/2023
Honored to have Dr. Robin Hanson as my guest for the very first episode of my podcast "Radically Interdisciplinary". I especially enjoyed our discussion on brain simulability. Available at the YouTube link below as well as wherever else you listen to podcasts. youtu.be/hFmACOwlxNE?...
youtu.be
Robin Hanson: Brain Simulability, Institutional Innovation, and Prediction Markets
All resources mentioned in episode as well as additional resources here: https://www.danielvanzant.com/Interview+with+Robin+HansonSpecial Thanks to:Robin Han...
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Daniel Van Zant @danielvanzant.bsky.social · 26/11/2023
Honored to have @robinhanson as my guest for the very first episode of my podcast "Radically Interdisciplinary". I especially enjoyed our discussion on brain simulability. Available at the YouTube link below as well as wherever else you listen to...
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Daniel Van Zant @danielvanzant.bsky.social · 16/11/2023
This book is one of the reasons I am where I am today. I read it as a teenager, and I ended up falling in love with mathematics as a whole. Wonderful and accessible work on appreciating the beauty of pure mathematics.
The book, "The Divine Proportion" by H.E. Huntley
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Daniel Van Zant @danielvanzant.bsky.social · 20/10/2023
One of the papers that I feel like I could read 100 more times and still get something new out of it: www.frontiersin.org/articles/10.... . If you are wondering why Michael Levin is a powerhouse in biology, look no further.
frontiersin.org
The Computational Boundary of a “Self”: Developmental Bioelectricity Drives Multicellularity and...
All epistemic agents physically consist of parts that must somehow comprise an integrated cognitive self. Biological individuals consist of subunits (organs, cells, molecular networks) that are themse...
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Daniel Van Zant @danielvanzant.bsky.social · 20/10/2023
One of the papers that I feel like I could read 100 more times and still get something new out of it: www.frontiersin.org/articles/10.338… . If you are wondering why @drmichaellevin is a powerhouse in biology, look no further.
frontiersin.org
Frontiers | The Computational Boundary of a “Self”: Developmental Bioelectricity Drives Multicellularity and Scale-Free Cognition
All epistemic agents physically consist of parts that must somehow comprise an integrated cognitive self. Biological individuals consist of subunits (organs,...
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Daniel Van Zant @danielvanzant.bsky.social · 17/10/2023
How to reason about Transformers by viewing them as Hopfield Networks: youtube.com/shorts/06iw5... #MachineLearning #MLSky
youtube.com
Understanding Transformers as Hopfield Networks #machinelearning #transformers
Sources and Related Things: https://www.danielvanzant.com/Understanding+Transformers+as+Hopfield+Networks
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Patrick S. Forscher @psforscher.bsky.social · 15/10/2023
Let's try this bluesky thing. I'm Patrick, a former psychologist turned meta-researcher, trying to improve how behavioral science research gets applied. I manage a team at Busara, a nonprofit headquartered in Nairobi. I believe we're the only dedicated meta-research team outside of academia
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Daniel Van Zant @danielvanzant.bsky.social · 15/10/2023
All of the Chua Lectures are excellent, but I find myself going back to Lectures 10, 11 and 12 the most often. Really excellent introduction to what it takes for complexity to emerge from chaos in any arbitrary system: youtube.com/playlist?lis...
youtube.com
The Chua Lectures: From Memristors and Cellular Nonlinear Networks to the Edge of Chaos (In 4 Volume...
These videos are recordings of the Chua Lectures presented at HP in Palo Alto, during the period from September 22 to November 24, 2015. Each lecture consist...
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Daniel Van Zant @danielvanzant.bsky.social · 15/10/2023
All of the Chua Lectures are excellent, but I find myself going back to Lectures 10, 11 and 12 the most often. Really excellent introduction to what it takes for complexity to emerge from chaos in any arbitrary system:...
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Daniel Van Zant @danielvanzant.bsky.social · 13/10/2023
Wild to see the Scaling Hypothesis (gwern.net/scaling-hypo...) mentioned all the way back in 1966. From "Speculations Concerning the First Ultraintelligent Machine" by IJ Good: doi.org/10.1016/S006...
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