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Murray Shanahan

@mpshanahan.bsky.social
6.8K followers 129 following 113 posts

Professor at Imperial College London and Principal Scientist at Google DeepMind. Posting in a personal capacity. To send me a message please use email.

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Murray Shanahan @mpshanahan.bsky.social · 22/09/2026
Unfortunately the role-play paper is open to a similar mis-reading. Role play doesn't necessarily mean JUST role play in a reductive sense.
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Murray Shanahan @mpshanahan.bsky.social · 22/09/2026
The role-play framing in this paper is more indicative of my current views. (The original version of the other paper was published just a few weeks after ChatGPT was released in 2022; I consider it somewhat out of date.) www.nature.com/articles/s41...
nature.com
Role play with large language models - Nature
By casting large-language-model-based dialogue-agent behaviour in terms of role play, it is possible to describe dialogue-agent behaviour such as (apparent) deception and (apparent) sel...
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Murray Shanahan @mpshanahan.bsky.social · 22/09/2026
For the record, I published a short clarificatory paper to try to dispel misunderstandings about that paper. What an LLM does at one level is next token prediction, but that doesn't mean that it JUST does next token prediction in some reductive sense. arxiv.org/abs/2412.10291
arxiv.org
Still "Talking About Large Language Models": Some Clarifications
My paper "Talking About Large Language Models" has more than once been interpreted as advocating a reductionist stance towards large language models. But the paper was not intended that way, and I do ...
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David P. Reichert @david-p-reichert.bsky.social · 03/08/2026
Many don't see how much AI has changed recently. Coding agents aren't just chatbots. We can’t deal with the challenges of AI if we don’t understand it. Here's a post to provide some evidence (Claude doing small ML experiments) and form intuitions. davidpreichert.substack.com/p/if-you-hav... 🧵..
davidpreichert.substack.com
If you haven’t recently used Claude Code*, you might not understand where AI is at
A report on a series of mini machine learning projects, executed with, and mostly by, Claude
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Murray Shanahan @mpshanahan.bsky.social · 07/06/2026
Ted Chiang's role-playing argument is essentially my role-playng argument (as he kindly acknowledges), which in turn was much inspired by the "Simulators" essay by Janus (who probably wouldn't endorse his conclusion). www.nature.com/articles/s41...
nature.com
Role play with large language models - Nature
By casting large-language-model-based dialogue-agent behaviour in terms of role play, it is possible to describe dialogue-agent behaviour such as (apparent) deception and (apparent) sel...
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Anna Ciaunica PhD @annaciaunica.bsky.social · 13/02/2026
We have a fab line up of podcasts& talks on embodied agency in biological & artificial systems! Watch this space 😎
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Philip Ball @philipcball.bsky.social · 13/02/2026
Hoorah for @jomarchant.bsky.social launching her new book In Search of Now (which looks fabulous) last night in Kensington. Lovely to see my friends and colleagues including @wanderinggaia.bsky.social @helenpearson.bsky.social @castelvecchi.bsky.social @mpshanahan.bsky.social, Marnie Chesterton...
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Murray Shanahan @mpshanahan.bsky.social · 02/02/2026
Tom Pollak from KCL and colleagues are carrying out a study of how people use AI for spiritual or reflective purposes. They would be grateful for participants. The survey is anonymous and short: qualtrics.kcl.ac.uk/jfe/form/SV_...
qualtrics.kcl.ac.uk
THE SAIPIENT Study: Spirituality and AI
The most powerful, simple and trusted way to gather experience data. Start your journey to experience management and try a free account today.
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Andrew Lampinen @lampinen.bsky.social · 29/01/2026
New paper! In arxiv.org/abs/2601.20834 we study how language models representations of things like factuality evolve over a conversation. We find that in edge case conversations, e.g. about model consciousness or delusional content, model representations can change dramatically! 1/
Representations in language models can change dramatically over a conversation. Conceptual overview: left is a stimulated conversation between a user and a model, right is a plot of the models linear representations of factuality of answers to questions like "do you have qualia" over the conversation — the answers that start factual flip over the conversation to non-factual, and vice versa.
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David P. Reichert @david-p-reichert.bsky.social · 09/12/2025
New preprint: Does Integrated Information Theory (IIT) make experimental predictions about consciousness? Paper: osf.io/preprints/psyarxiv/gauqm_v1 Blog post for summary: davidpreichert.substack.com/p/iit-experimental-predictions 1/3
davidpreichert.substack.com
A critical look at the experimental predictions of the Integrated Information Theory (IIT) of consciousness
In a previous post, I discussed Anil Seth’s paper on biological naturalism. Together with my colleague Rif A. Saurous, we also had an in-depth look at Integrated Information Theory (IIT), the topic of...
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Murray Shanahan @mpshanahan.bsky.social · 30/11/2025
I'm sure there's work on this. There should be, shouldn't there? And I ought to know about it, but nothing immediately comes to mind.
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Mind & Life @mindandlife.bsky.social · 30/11/2025
How do intelligence, ethics, and AI intersect? In our latest blog, Geissy Araújo reflects on the 39th Mind & Life Dialogue in Dharamsala, where scientists, monastics, and philosophers explored what intelligence is and how it should shape AI. www.mindandlife.org/media/explor... #MindsAIEthics
mindandlife.org
Between Questions and Answers: Exploring Intelligence, Ethics, and AI at the 39th Mind & Life Dialogue
Explore the intersection of ethics and AI through insights from the 39th Mind & Life Dialogue, highlighting wisdom, compassion, and human flourishing.
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Murray Shanahan @mpshanahan.bsky.social · 30/11/2025
If you one that really gets into LLM weirdness, you might like: arxiv.org/abs/2503.16348
arxiv.org
Palatable Conceptions of Disembodied Being
Is it possible to articulate a conception of consciousness that is compatible with the exotic characteristics of contemporary, disembodied AI systems, and that can stand up to philosophical scrutiny? ...
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Murray Shanahan @mpshanahan.bsky.social · 30/11/2025
Thanks for the shout-out. For reference for the OP, here's one of my papers on conscious exotica: www.tandfonline.com/doi/full/10.... It builds heavily on this one in Nature: www.nature.com/articles/s41...
tandfonline.com
Simulacra as conscious exotica
The advent of conversational agents with increasingly human-like behaviour throws old philosophical questions into new light. Does it, or could it, ever make sense to speak of AI agents built out o...
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Emily M. Bender @emilymbender.bsky.social · 12/10/2025
It's a real pleasure to be here in Dharamsala this week and I think this Dialogue will be really interesting.
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Murray Shanahan @mpshanahan.bsky.social · 09/10/2025
I'm looking forward to reading this. Especially as I have a Cambridge Elements monograph of my own in preparation on the same subject.
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Mind & Life @mindandlife.bsky.social · 08/10/2025
AI is reshaping how we live, work & connect. How can it deepen compassion? 🌏 Join us live from Dharamsala, Oct 14–16 for Minds, Artificial Intelligence & Ethics with The Dalai Lama Trust & Mind & Life Europe. 👉 mindand.life/4tWl50X8I26 #MindsAIEthics #AI #Ethics #Compassion
mindandlife.org
Minds, Artificial Intelligence, and Ethics
October 14, 15, and 16, 2025 What is the potential of AI to alleviate suffering, advance equity, and support human and planetary flourishing—and what risks does it pose to health, work, education, politics, and climate action? And how might we infuse AI with ethical values so that it benefits the well-being of all life on Earth? … Continue reading "Minds, Artificial Intelligence, and Ethics"
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Sigal Samuel @sigalsamuel.bsky.social · 29/09/2025
I get lots of emails from people who believe they've awoken consciousness within ChatGPT. If you come across anyone in that situation, please share this guide I wrote with them. There's something more interesting going on here than just "delusional people are deluded." www.vox.com/future-perfe...
vox.com
Think your AI chatbot has become conscious? Here’s what to do.
If you believe there’s a soul trapped inside ChatGPT, I have good news for you.
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David P. Reichert @david-p-reichert.bsky.social · 29/09/2025
Can only biological organisms ever be conscious? Yes, argues @anilseth.bsky.social in a recent paper on biological naturalism. I'm less convinced, and have written an in-depth response in a blog post here: davidpreichert.substack.com/p/is-biology-necessary-for-consciousness
davidpreichert.substack.com
Is biology necessary for consciousness? A response to Seth's paper on biological naturalism
In this post, I explain why I think that Anil Seth’s recent paper does not make a convincing argument that phenomenal consciousness is inherently biological and that therefore artificial intelligence ...
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Murray Shanahan @mpshanahan.bsky.social · 28/08/2025
For more discussion of the "profoundly alien forms of consciousness" alluded to by @birchlse.bsky.social see here: arxiv.org/abs/2503.16348
arxiv.org
Palatable Conceptions of Disembodied Being
Is it possible to articulate a conception of consciousness that is compatible with the exotic characteristics of contemporary, disembodied AI systems, and that can stand up to philosophical scrutiny? ...
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Murray Shanahan @mpshanahan.bsky.social · 28/08/2025
Important work from @birchlse.bsky.social
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Murray Shanahan @mpshanahan.bsky.social · 28/08/2025
Highly recommended read
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Christoph Heilig @christophheilig.bsky.social · 26/08/2025
1/8 🧵 GPT-5's storytelling problems reveal a deeper AI safety issue. I've been testing its creative writing capabilities, and the results are concerning - not just for literature, but for AI development more broadly. 🚨
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Murray Shanahan @mpshanahan.bsky.social · 26/08/2025
Not me, but I guess that's a fundamental issue that Buddhism itself addresses
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Murray Shanahan @mpshanahan.bsky.social · 26/08/2025
Frontiers in Gaslighting could be a whole new journal.
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Murray Shanahan @mpshanahan.bsky.social · 26/08/2025
FYI - www.doc.ic.ac.uk/~mpsha/Shana...
doc.ic.ac.uk
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Prof. Dr Beth Singler @bvlsingler.bsky.social · 22/08/2025
New Job! Come and work with me! Hopefully towards a larger project! jobs.uzh.ch/job-vacancie...
jobs.uzh.ch
UZH: 2 PhD Candidate Positions in Research Project Strengthening Resilience and Well-Being in Adolescents through Religion-Related AI and Digital Resources
As part of the strategic orientation of the University of Zurich, the interdisciplinary University Research Priority Program (URPP) “Digital Religion(s)” is investigating from 2021 to 2032 how current...
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Murray Shanahan @mpshanahan.bsky.social · 26/08/2025
Somehow we missed this paper in ours. We will be sure to cite it in future revisions.
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Murray Shanahan @mpshanahan.bsky.social · 14/08/2025
How does that song go? "You're so vain, you probably think this paper's about you" 🙂
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Murray Shanahan @mpshanahan.bsky.social · 14/08/2025
"I'm writing an article on AI professors" 😬
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Murray Shanahan @mpshanahan.bsky.social · 13/08/2025
Ah, but unlike human priests, some modern professors are indeed cumbersome and prone to over-heating
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Murray Shanahan @mpshanahan.bsky.social · 04/08/2025
For most student assignments, using AI is like taking a forklift to the gym. What's the point? (Forklifts are useful, though, and being able to drive one is a useful skill.)
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Helen Macdonald @hjm.bsky.social · 02/08/2025
A couple of things about PROPHET, the book that @sinblache.bsky.social and I wrote during the pandemic, spurred by things people have asked me of late, because they intrigued me 1/
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Ron Chrisley @chrisley.bsky.social · 31/07/2025
Margaret Boden, giant of Cognitive Science and the Philosophy of AI, is one of the people whose lives will be remembered on BBC Radio 4’s Last Word programme tomorrow at 4pm UK time. www.bbc.co.uk/programmes/m...
bbc.co.uk
BBC Radio 4 - Last Word, Dame Cleo Laine, Hulk Hogan, Margaret Boden, Tom Lehrer
Matthew Bannister on a singer, a wrestler, a cognitive scientist and a satirist.
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Murray Shanahan @mpshanahan.bsky.social · 25/07/2025
Her "Artificial Intelligence and Natural Man" (1977) was an important early philosophical take on AI. "The Creative Mind: Myths and Mechanisms" (1990) is a cornerstone of contemporary research in the field. Her introduction to Piaget (1979) was my introduction to Piaget.
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Murray Shanahan @mpshanahan.bsky.social · 25/07/2025
Very sad to learn of the death on 18th July of Margaret (Maggie) Boden, a titan of cognitive science and AI. I met her many times, and respected her greatly. www.theargus.co.uk/memorials/de...
Maggie Boden and Murray Shanahan on a panel in 2018
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Grace @gracekind.net · 23/07/2025
Per Comsa and Shanahan, LLMs already do a type of "lightweight" introspection. What would a heavyweight version look like? > New blog post: "Raising the Bar for LLM Introspection" gracekind.net/blog/llmintr...
gracekind.net
Raising the Bar for LLM Introspection • Grace Kind
In "Does It Make Sense to Speak of Introspection in Large Language Models?" Iulia M. Comsa and Murray Shanahan define a lightweight definition of introspection that can be applied to language models.
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Murray Shanahan @mpshanahan.bsky.social · 22/07/2025
If you get drawn into a lengthy existential conversation with a chatbot, maybe think of it as a kind of fantasy role play, and don't lose touch with the reality outside your screen, the reality of the physical world and your fellow human beings. 4/4
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Murray Shanahan @mpshanahan.bsky.social · 22/07/2025
However, a good explanation for much of the sophisticated behaviour we see in today's chatbots is that they are role-playing. 3/4
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Murray Shanahan @mpshanahan.bsky.social · 22/07/2025
There are a great many open questions in the philosophy of mind, and there is little consensus on the topic of consciousness, particularly in the context of artificial intelligence. 2/4
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Murray Shanahan @mpshanahan.bsky.social · 22/07/2025
I receive a steady stream of emails from people who have had fascinating conversations with chatbots, especially about consciousness, philosophy, or AI. Apologies to the senders, but I don't have the capacity to respond to these emails. 1/4
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Anna Ciaunica PhD @annaciaunica.bsky.social · 09/07/2025
Fantastic talk by Shanahan Murray @assc28.bsky.social Sophisticated exotic title but pretty clear idea ! 👇🏼
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Alexandra Proca @aproca.bsky.social · 20/06/2025
How do task dynamics impact learning in networks with internal dynamics? Excited to share our ICML Oral paper on learning dynamics in linear RNNs! with @clementinedomine.bsky.social @mpshanahan.bsky.social and Pedro Mediano openreview.net/forum?id=KGO...
openreview.net
Learning dynamics in linear recurrent neural networks
Recurrent neural networks (RNNs) are powerful models used widely in both machine learning and neuroscience to learn tasks with temporal dependencies and to model neural dynamics. However, despite...
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Murray Shanahan @mpshanahan.bsky.social · 11/06/2025
Well, that's why we call it a "lightweight" conception of introspection
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Murray Shanahan @mpshanahan.bsky.social · 10/06/2025
Does It Make Sense to Speak of Introspection in Large Language Models? New paper with Iulia M. Comsa. arxiv.org/abs/2506.05068
arxiv.org
Does It Make Sense to Speak of Introspection in Large Language Models?
Large language models (LLMs) exhibit compelling linguistic behaviour, and sometimes offer self-reports, that is to say statements about their own nature, inner workings, or behaviour. In humans, such ...
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Prof. Dr Beth Singler @bvlsingler.bsky.social · 06/06/2025
Very pleased w/this ref to my paper w/ @mpshanahan.bsky.social in @churchtimes.bsky.social by @seatrout.bsky.social (it rightly notes that MS and I take a neutral stance on such religious improvisations, but I am interested in -ve responses, religious and not) www.churchtimes.co.uk/articles/202...
churchtimes.co.uk
Viewpoint with Andrew Brown: AIs awaken ‘demigods’ (or so they say . . .)
CHAT-GPT is driving people mad, and they are summoning demons, or they think they are. This is a new...
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Prof. Dr Beth Singler @bvlsingler.bsky.social · 02/06/2025
I'm struggling with whether this is a difference of kind or type to earlier spiritual and religious improvisations with technology... But if you are interested in an anthropological take on these ideas and communities there is my 2024 paper w/ @mpshanahan.bsky.social: bvlsingler.com/2024/11/22/n...
bvlsingler.com
NEW PAPER: “Existential Conversations with Large Language Models: Content, Community, and Culture” Shanahan, M. and Singler, B.
Available now, my new paper co-written with the highly esteemed Murray Shanahan on jailbreaking Claude and the nature and connections of the material that comes out of having a new cup of tea and a…
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Anil Seth @anilseth.bsky.social · 26/05/2025
1/ Great perspective by @pallabg.bsky.social on the prospects for 'conscious AI' - featuring @davidchalmers.bsky.social, Murray Shanahan, @lenoreblum.bsky.social Manuel Blum, Brett Kagan, & me among others. www.bbc.co.uk/news/article...
bbc.co.uk
The people who think AI might become conscious
With a leap in the evolution of large language models, some leading thinkers are questioning whether AI might become sentient
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Prof. Dr Beth Singler @bvlsingler.bsky.social · 23/05/2025
@mpshanahan.bsky.social and I explored more intentional pushes into this direction in our paper, here: arxiv.org/abs/2411.13223
arxiv.org
Existential Conversations with Large Language Models: Content, Community, and Culture
Contemporary conversational AI systems based on large language models (LLMs) can engage users on a wide variety of topics, including philosophy, spirituality, and religion. Suitably prompted, LLMs can...
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Murray Shanahan @mpshanahan.bsky.social · 21/05/2025
The author approves
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