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Ryota Kanai

@kanair.bsky.social

CEO of Araya

57 Followers  |  117 Following  |  28 Posts  |  Joined: 06.12.2023
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Posts by Ryota Kanai (@kanair.bsky.social)

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Symmetries at the origin of hierarchical emergence Many systems of interest exhibit nested emergent layers with their own rules and regularities, and our knowledge about them seems naturally organised around these levels. This paper proposes that this...

Preprint time:
β€œSymmetries at the origin of hierarchical emergence”
arxiv.org/abs/2512.00984

On how symmetries generate hierarchical macroscales and shape the structure of our beliefs, making high-dimensional inference tractable

02.12.2025 12:59 β€” πŸ‘ 15    πŸ” 6    πŸ’¬ 2    πŸ“Œ 0
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Araya is seeking proactive researchers passionate about NeuroAI and the Science of Consciousness - ζ ͺεΌδΌšη€Ύγ‚’γƒ©γƒ€ ζ ͺεΌδΌšη€Ύγ‚’γƒ©γƒ€γ§γ―ηΎεœ¨[R&D] Researcher (NeuroAI/Consciousness)γ‚’ε‹Ÿι›†γ—γ¦γ„γΎγ™γ€‚

We have started recruiting many (~20) postdocs at Araya.
1. Scaling Laws for Brain Decoding
2. Computational models of Consciousness
3. Mathematical Theories of Consciousness

Take a look at this site for more details, and if interested, consider applying.
herp.careers/v1/arayainc/...

16.11.2025 11:35 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 1
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MIT Consciousness Club The MIT Consciousness Club aims to foster interdisciplinary research on consciousness at MIT and in the broader Boston area by organizing a monthly event featuring an expert talk on consciousness foll...

Join us Thursday Nov. 20 at 12pm (EST), Earl Miller will present at the MIT Consciousness Club: "Consciousness emerges from neural dynamics". Details available on the MIT Consciousness Club website: sites.google.com/view/mit-con....

13.11.2025 16:10 β€” πŸ‘ 22    πŸ” 8    πŸ’¬ 1    πŸ“Œ 1
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First talks from our Mathematical Phenomenology Sprint are being shipped. πŸ€—

youtube.com/@mcs_lectures

Huge thank you to all speakers! #ConSci

16.11.2025 11:15 β€” πŸ‘ 15    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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Araya is seeking proactive researchers passionate about NeuroAI and the Science of Consciousness - ζ ͺεΌδΌšη€Ύγ‚’γƒ©γƒ€ ζ ͺεΌδΌšη€Ύγ‚’γƒ©γƒ€γ§γ―ηΎεœ¨[R&D] Researcher (NeuroAI/Consciousness)γ‚’ε‹Ÿι›†γ—γ¦γ„γΎγ™γ€‚

We have started recruiting many (~20) postdocs at Araya.
1. Scaling Laws for Brain Decoding
2. Computational models of Consciousness
3. Mathematical Theories of Consciousness

Take a look at this site for more details, and if interested, consider applying.
herp.careers/v1/arayainc/...

16.11.2025 11:35 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 1
Post image

I'm reposting our new theory paper on qualia and symmetry. We used the concept of principal bundles to break down different aspects of qualia. I believe this should also provide a formal explanation of why vision feels like vision, whereas audition feels like audition.

osf.io/preprints/ps...

04.08.2025 17:45 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 2

Yuwei Sun, Lu Mi, Ippei Fujisawa, Ryota Kanai
MCM: Multi-layer Concept Map for Efficient Concept Learning from Masked Images
https://arxiv.org/abs/2502.00266

04.02.2025 13:47 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Ethics of neurotechnology: UNESCO adopts the first global standard in Today UNESCO’s Member States took the final step towards adopting the first global normative framework on the ethics of neurotechnology. The Recommendation, which will enter into force on November 12

I'm happy to see the UNESCO Recommendation on the Ethics of Neurotechnology officially adopted!
It's an honour to be involved in drafting this text as a member of the Ad Hoc Expert Group (AHEG).
www.unesco.org/en/articles/...

06.11.2025 02:17 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Mind over machine: UN urges ethical guardrails for brain tech revolution As wearable devices begin to tap into our mental states, UN experts warn that without ethical safeguards, the right to freedom of thought could be the latest casualty of unchecked innovation.

Mind over machine: UN urges ethical guardrails for brain tech revolution
news.un.org/en/story/202...

06.11.2025 12:24 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Ethics of neurotechnology: UNESCO adopts the first global standard in Today UNESCO’s Member States took the final step towards adopting the first global normative framework on the ethics of neurotechnology. The Recommendation, which will enter into force on November 12

I'm happy to see the UNESCO Recommendation on the Ethics of Neurotechnology officially adopted!
It's an honour to be involved in drafting this text as a member of the Ad Hoc Expert Group (AHEG).
www.unesco.org/en/articles/...

06.11.2025 02:17 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

The Stream of Computation: Temporal Continuity as a Missing Ingredient for Artificial Consciousness: https://osf.io/c6jnd

24.10.2025 07:15 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

I’m very excited about our latest results in EEG speech decoding!
Using data scaling laws, we reached 96% accuracy across 512 speech phrases (best participant). It’s incredible but non-invasive brain decoding is getting real. More soon!

01.11.2025 14:19 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Towards Consciousness Engineering
YouTube video by Consciousness Club Tokyo Towards Consciousness Engineering

Recently, we had a pleasure of hosting Max Hodak at our CC Tokyo. I’m truly impressed by his deep insights into consciousness. Everyone interested in consciousness should watch his talk.

Towards Consciousness Engineering
www.youtube.com/watch?v=DI6H...

13.10.2025 17:00 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Meta-representations as representations of processes Abstract. In this study, we explore how the notion of meta-representations in higher-order theories (HOT) of consciousness can be implemented in computatio

I’m very happy that our paper β€œMeta representations as representations of processes” is now officially published in Neuroscience of Consciousness!

academic.oup.com/nc/article/2...

30.10.2025 16:30 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

I’m very excited about our latest results in EEG speech decoding!
Using data scaling laws, we reached 96% accuracy across 512 speech phrases (best participant). It’s incredible but non-invasive brain decoding is getting real. More soon!

01.11.2025 14:19 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Christian R. de Weerd & Wanja Wiese, Computation + X: A Constraint-based Approach to Investigating Artificial Consciousness - PhilArchive Can machines ever become conscious? A central debate in this context concerns the question whether consciousness requires biological states. Within this debate, there exists a fundamental dispute betw...

πŸ“’ New preprint (with Christian de Weerd) on AI Consciousness: philarchive.org/rec/DEWCXE #PhilMind

17.10.2025 08:43 β€” πŸ‘ 8    πŸ” 4    πŸ’¬ 1    πŸ“Œ 1

bsky.app/profile/kana...

30.10.2025 16:53 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Journal of Artificial Intelligence and Consciousness Publishes top research in AI and consciousness in the light of robotics and artificial systems, computational science, psychology, philosophy of mind, ethics, and neuroscience.

I'm thrilled to share that I've become Editor-in-Chief of the Journal of Artificial Intelligence and Consciousness! It will be a great venue for interdisciplinary research at the intersection of AI and consciousness. Looking forward to your submissions!

www.worldscientific.com/worldscinet/...

02.08.2025 12:55 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

β€ͺThis work was also a motivation for our more recent theoretical work where we tried to characterise the intrinsic properties of neural networks in terms of symmetry.‬

30.10.2025 16:51 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Also our results may shed a new light as to the structural differences between visual versus auditory qualia, as the visual and auditory networks are clearly separable in the embedding, meta-representation space.

30.10.2025 16:43 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

In this work, we reinterpret meta-representation as the embedding of first-order networks. This perspective grounds higher-order theories in concrete computational terms and gives new meaning to them.

30.10.2025 16:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Meta-representations as representations of processes Abstract. In this study, we explore how the notion of meta-representations in higher-order theories (HOT) of consciousness can be implemented in computatio

I’m very happy that our paper β€œMeta representations as representations of processes” is now officially published in Neuroscience of Consciousness!

academic.oup.com/nc/article/2...

30.10.2025 16:30 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

We are planning a BMI gaming event in Dubai in November.

30.10.2025 16:05 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I’m visiting Melbourne now.

30.10.2025 16:03 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
OSF

Just posted a new preprint: The Stream of Computation: Temporal Continuity as a Missing Ingredient for Artificial Consciousness. w/ Yuwei Sun & @manuelbaltieri.bsky.social Not a technical paper, but more an essay on the idea of creating AI systems that are always on.
osf.io/preprints/ps...

24.10.2025 17:51 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
OSF

Just posted a new preprint: The Stream of Computation: Temporal Continuity as a Missing Ingredient for Artificial Consciousness. w/ Yuwei Sun & @manuelbaltieri.bsky.social Not a technical paper, but more an essay on the idea of creating AI systems that are always on.
osf.io/preprints/ps...

24.10.2025 17:51 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Congratulations!

14.10.2025 00:42 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

πŸ“£ BIG NEWS EVERYONE. I am so excited to announce…

πŸŽ‰ I’m moving to University College London @ucl.ac.uk to join the Experimental Psychology department in @uclpals.bsky.social! πŸŽ‰

The big move happens in spring/summer. So I’m already exploring recruiting staff & students at UCL for fall 2026!

13.10.2025 16:29 β€” πŸ‘ 395    πŸ” 47    πŸ’¬ 53    πŸ“Œ 2
Towards Consciousness Engineering
YouTube video by Consciousness Club Tokyo Towards Consciousness Engineering

Recently, we had a pleasure of hosting Max Hodak at our CC Tokyo. I’m truly impressed by his deep insights into consciousness. Everyone interested in consciousness should watch his talk.

Towards Consciousness Engineering
www.youtube.com/watch?v=DI6H...

13.10.2025 17:00 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Microendovascular Neural Recording from Cortical and Deep Vessels with High Precision and Minimal Invasiveness Intravascular electroencephalography (ivEEG) using micro-intravascular electrodes was developed. Cortical-vein ivEEG showed a higher signal-to-noise ratio and finer spatial resolution of somatosensor....

I’m excited to share that the Osaka University team in our Moonshot project (Yanagisawa, Sekitani, Nakamura et al.) has just published the first paper on intravascular BCI development.

advanced.onlinelibrary.wiley.com/doi/10.1002/...

14.09.2025 08:41 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0