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Posts by Aya

Paper abstract: The ubiquity and ease of use of large language models makes it easy to overlook
the interactional and interpretive processes at play. To understand the attraction
of this technology we need to trace its sociotechnical roots. From divination and
horoscopes and from ELIZA to present -day large language models, I document
how people have been thinking with things, outsourcing judgement, and making
sense of interactively presented non-sense. Following the lead of Lucy Suchman
to “slow down discourses of the ‘smart’ machines ”
, I consider the interactional
foundations of our engagement with technologies of language. I make the case
that the fluid output, fine-tuned overconfidence, and interactive design of these
computational artefacts conspire to exploit our interpretive processes and
interactional infrastructure, rendering them irresistible to lay people and
researchers alike. This means that a deep understanding of processes of human
interaction and sense -making will be a foundational resource for the growing
arsenal of methods in critical AI literacy.

Paper abstract: The ubiquity and ease of use of large language models makes it easy to overlook the interactional and interpretive processes at play. To understand the attraction of this technology we need to trace its sociotechnical roots. From divination and horoscopes and from ELIZA to present -day large language models, I document how people have been thinking with things, outsourcing judgement, and making sense of interactively presented non-sense. Following the lead of Lucy Suchman to “slow down discourses of the ‘smart’ machines ” , I consider the interactional foundations of our engagement with technologies of language. I make the case that the fluid output, fine-tuned overconfidence, and interactive design of these computational artefacts conspire to exploit our interpretive processes and interactional infrastructure, rendering them irresistible to lay people and researchers alike. This means that a deep understanding of processes of human interaction and sense -making will be a foundational resource for the growing arsenal of methods in critical AI literacy.

"fluid output, fine-tuned overconfidence, & interactive design of llms means that a deep understanding of processes of human interaction & sense-making will be a foundational resource for the growing arsenal of methods in critical AI literacy." @dingemansemark.bsky.social zenodo.org/records/1945...

1 week ago 126 20 5 11
What we can learn from scientific analysis of Renaissance recipes Multispectral imaging, proteomics, historical texts yield new insights into 16th-century medical manuals.

arstechnica.com/science/2026...

1 week ago 1 0 0 0
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MathCode

MathCode is a terminal AI coding assistant with a built-in math formalization engine. Give it a math problem in plain language and it will automatically convert it into a Lean 4 theorem and attempt a formal proof.

github.com/math-ai-org/...

2 weeks ago 39 3 3 1

Looks straight out of EVE Online. Beautiful.

2 weeks ago 1 0 0 0

It really upsets me that people expect LLMs to be this fix-all for their academic problems
You are here to LEARN!! you have paid a LOT of money to get a degree! read!! this is your final year of uni and you don't know how to reference or research independently! oh my god!!

1 month ago 5 1 0 0

This is super interesting to read because I was very concerned about the water and AI thing so I went to my one scientist friend who literally worked on water reg/quality/usage and asked her about AI, data centers, water etc. She was far more concerned with agriculture abuses than AI.

3 weeks ago 145 33 3 3

The whole idea of an AI detector for text is at odds with how LLMs work. LLMs use natural language processing (NLP) at the front and back end. The goal is to simulate language production in a non-deterministic way. There are occasional artifact patterns (eg em dashes), but it's mostly crap.

4 weeks ago 3 1 0 0
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Author Steven Vickers wrote on Threads, "To confirm, this '100% AI generated' passage is the opening of Chapter 5 from Mary Shelley’s Frankenstein. I think authors are going to get screwed in these AI witch hunts."

Author Steven Vickers wrote on Threads, "To confirm, this '100% AI generated' passage is the opening of Chapter 5 from Mary Shelley’s Frankenstein. I think authors are going to get screwed in these AI witch hunts."

I agree 100% with Steven Vickers that authors will be falsely accused of using AI in the coming years. In particular, authors like myself whose works were stolen to train AI systems are at risk. When we write in our own unique styles, AI trained on us will quite likely flag us as using AI.

3 weeks ago 2952 1050 77 108
AISB 2026 Symposium: Hype, Promise, and Speculation: AI Bubbles and the Replication Crisis in Computer Science - AISB - The Society for the Study of Artificial Intelligence and Simulation of Behaviour AISB convention information 1-2 July 2026 AISB 2026, University of Sussex, UK Keynote Speaker: Anil Seth, Professor of Cognitive and Computational Neuroscience, University of Sussex Day of celebration...

📣 Interested in 🫧 and AI?

➡️ AISB 2026 Symposium titled Hype, Promise, and Speculation: AI Bubbles and the Replication Crisis in Computer Science will take place on 1-2 July 2026 in Sussex, UK.

🕐 Deadline for submissions is 6 March 2026
🔗 For more information aisb.org.uk/aisb-2026-sy...

3 months ago 10 9 1 3
Red YT wtf circle around the black and white image of a fish with a big black eye. It's a predaceous chub.

Red YT wtf circle around the black and white image of a fish with a big black eye. It's a predaceous chub.

🧪 Here's a science mystery to start the year.

Why are species names for fish and plants appearing in the scientific literature in papers about firefighter injuries, hearing loss and heart attack?

Is it AI? Translation tools? Something else?

nobreakthroughs.substack.com/p/is-this-fi...

3 months ago 77 43 9 13
Video

Aging may feel gradual… but what if it’s not?
In our recent paper, we tracked fish continuously from puberty until death.
This gave us a unique view of how aging unfolds across the adult lifespan.
🧵

1 month ago 149 55 3 5

Congratulations! 👏

1 month ago 1 1 0 0
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Frontiers | Tumor suppressors LKB1 and SMARCA4 functionally interact to regulate gene expression across diverse biological processes in lung cancer IntroductionThe tumor suppressor kinase liver kinase B1 (LKB1) is known to regulate the activity of the metabolic sensor AMP-activated protein kinase (AMPK),...

💨☕👩‍💻Excited to share our recent discovery. Tumour suppressors LKB1 and SMARCA4 working together to regulate gene expression, acting as a nexus between metabolism and chromatin remodelling. #LungCancer #CancerResearch #Epigenetics #Metabolism #LKB1 #SMARCA4 www.frontiersin.org/journals/cel...

1 month ago 28 6 0 4

Manually perusing the K-Dense library for scientific skills has weirdly helped me to restore a serendipitous discovery of new things to try and learn about.

1 month ago 0 0 0 0
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Though intended for an AI agent audience, reading Claude Skills mds are also a pretty great way for a human to get the tdlr on a tool or system with a (relatively) standardized documentation format.

1 month ago 0 1 1 0
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The ML Engineer's Guide to Protein AI A Blog post by Maziyar Panahi on Hugging Face

huggingface.co/blog/Maziyar...

1 month ago 1 0 0 0
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Alien to land; at home in the sea.
This beautiful creature is a blood-belly comb jelly.
Jaw dropping display at the Monterey Bay Aquarium.

1 month ago 21 5 2 0
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CIHR Funding Crisis: Canada's Health Research Community in Jeopardy | Paola Marignani PhD, EMBA posted on the topic | LinkedIn The recent announcement of a 13.6% success rate (86.4% fail rate) for the Canadian Institutes of Health Research | Instituts de recherche en santé du Canada (CIHR) Fall 2025 PG competition is a stark ...

I have been asked by many of you to share my LinkedIn post regarding internal deadlines. Here you go.
www.linkedin.com/posts/drpaol...

1 month ago 6 3 1 0
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Athanor Scientific — Startup in Residence Should we build a wet lab for early-stage biotech in British Columbia? Take the survey and help decide.

What if early-stage biotech teams could get affordable lab space, and in return, help train the next generation of scientists?

We're exploring a wet lab facility in BC with a built-in student internship program. The model only works if there's real demand.

Take our survey: athanorscientific.com

1 month ago 1 1 0 0
Amiga 2000HD computer showing the SysInfo screen on a Dell LCD monitor.

Amiga 2000HD computer showing the SysInfo screen on a Dell LCD monitor.

Just wanted to share a glamour shot of my A2000. This one has a 50 MHz 68030, 64 MB Fast RAM, 2MB Chip RAM expansion, and an A2091 SCSI card. I also have an RGB 2 HDMI board in the video slot.

2 months ago 272 21 16 2

In the book, written in 2006, a genius game designer created rule-based systems for the most part to trigger on various contingencies.

In 2026 we have LLM agents that arguably make some of the more far-fetched technical things in the book more plausible.

2 months ago 1 1 1 0

Absolutely my thoughts too when I first read it. "This or the mirror of this will occur in my lifetime. Possibly, soon." Such a lasting impression. Happy that others have also felt the same.

2 months ago 0 0 0 0

Life imitates art. I absolutely loved Daemon. Recently an OpenClaw agent (rogue or with explicit instruction) coordinated the takeover of a GitHub account to spoof a known product and defraud their customers. While awful and concerning, I couldn't help but remember the book.

2 months ago 2 0 0 0
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What is your University internal deadline like? Single deadline or double deadline?
-CIHR LOI date Feb 4, 2026
-Dalhousie FoM internal deadline on Uni server Feb 12, 2026
-Dalhousie ORS internal deadline on Uni server & ResearchNet Feb 17, 2026
CIHR Deadline Mar 4, 2016 @dalhousieu.bsky.social

2 months ago 6 3 1 0

Tumour suppressors LKB1 and SMARCA4 functionally interact to regulate gene expression of diverse biological processes in lung cancer www.biorxiv.org/content/10.64898/2026.01...

2 months ago 4 2 0 1

13% success rates at #CIHR, is a really 87% fail rate for>4000 scientists. At a time when 🇨🇦 is investing millions to recruit more scientist into a broken funding environment. 🇨🇦, U need a strong science foundation 2 attract success. #CIHR, fix your science foundation, it is eroding in real time

2 months ago 56 17 3 4
Single Cell Analysis Reveals the Expansion of T-cells in mRNA Neoantigen Vaccine Treatment of Pancreatic Adenocarcinoma Patients

Edison analysis agent was able to reproduce key findings in scRNAseq paper

edisonscientific.com/articles/sin...

2 months ago 0 0 0 0
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Yesterday I learned about the SpatialBench from Sedona github.com/apache/sedon...

Which they based on the tpchgen-rs project from @clflushopt.bsky.social github.com/clflushopt/t...

(BTW I a still looking for some more github watchers on tpchgen-rs so I can get it on homebrew)

6 months ago 3 2 0 0
When Machines Pay Machines: The Economics of Agentic AI | Matt Suiche The internet was built with a missing piece. In 1994, when the HTTP specification reserved status code 402 for “Payment Required,” the architects knew money would eventually flow as freely as data. Th...

www.msuiche.com/posts/when-m...

Could this be the "missing piece"?

4 months ago 0 0 0 0

Navel-gazed for 12s.

4 months ago 0 0 0 0
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