Naruhodo #473 - Estamos descobrindo como a IA pensa?
· 59 min · Episode 473
Episode Naruhodo #473 - Estamos descobrindo como a IA pensa?
A antropomorfização já foi muitas vezes utilizada sob o pretexto de facilitar a compreensão de coisas. Mas, na IA, ela acaba facilitando mesmo é o entendimento equivocado de diversos conceitos. Por exemplo: a IA pensa? Se sim, como? O que IA e cérebro tem em comum?
Confira o papo entre o leigo curioso, Ken Fujioka, e o cientista PhD, Altay de Souza.
>> OUÇA (59min 16s)
CONVIDADO ESPECIAL: André Cravo
André Cravo possui graduação em Psicologia pela Universidade de São Paulo (2005) e doutorado em Neurofisiologia pela Universidade de São Paulo (2011) com um estágio na Universidade de Oxford. Atualmente é professor associado da Universidade Federal do ABC e coordenador do programa em Pós-Graduação em Neurociência e Cognição.
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SOBRE O NARUHODO
Naruhodo! (@naruhodopodcast) é o podcast pra quem tem fome de aprender. Ciência, senso comum, curiosidades, desafios e muito mais. Com o leigo curioso, Ken Fujioka (@kenfujioka), e o cientista PhD, Altay de Souza (@altayals).
Edição: Reginaldo Cursino (@reginaldocursino)
Ilustração e Capa: Felipe Cruz (@felipecruzart)
http://naruhodo.b9.com.br
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REFERÊNCIAS
Conscious Processing and the Global Neuronal Workspace Hypothesis
https://www.cell.com/neuron/fulltext/S0896-6273(20)30052-0?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS0896627320300520%3Fshowall%3Dtrue
Conscious artificial intelligence and biological naturalism
https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/conscious-artificial-intelligence-and-biological-naturalism/C9912A5BE9D806012E3C8B3AF612E39A
LINEARITY OF RELATION DECODING IN TRANSFORMER LANGUAGE MODELS
https://arxiv.org/pdf/2308.09124
A neuronal model of a global workspace in effortful cognitive tasks
https://www.pnas.org/doi/10.1073/pnas.95.24.14529
Is artificial consciousness achievable? Lessons from the human brain
https://www.sciencedirect.com/science/article/pii/S0893608024006385
Verbalizable Representations Form a Global Workspace in Language Models
https://transformer-circuits.pub/2026/workspace/index.html#methods
Subliminal Learning: Language models transmit behavioral traits via hidden signals in data
https://arxiv.org/abs/2507.14805
On the Biology of a Large Language Model
https://transformer-circuits.pub/2025/attribution-graphs/biology.html
Towards Monosemanticity: Decomposing Language Models With Dictionary Learning
https://transformer-circuits.pub/2023/monosemantic-features/index.html
The Severe Electrician Shortage in America: Is There an End in Sight?
https://qmerit.com/blog/electrician-shortage-what-it-means-for-electrical-contractors/
The full-length interview with Elon Musk | The Economist
https://www.youtube.com/watch?v=XuoqKYxDHVc&t=2s
TikTok inicia obra de mega data center no Ceará
https://g1.globo.com/ce/ceara/noticia/2026/01/16/obras-do-mega-data-center-do-tiktok-comecam-no-ceara.ghtml
Entre sistemas e discursos
https://www.youtube.com/watch?v=kW21iEryZvY
Jacobian Conjecture is False
https://x.com/__alpoge__/status/2079028340955197566
Terence Tao – How the world’s top mathematician uses AI
https://www.youtube.com/watch?v=Q8Fkpi18QXU
Naruhodo #443 - Quais os impactos dos robôs em nossas vidas? Parte 1 de 2
https://www.youtube.com/watch?v=tCUsvZ9hQ60
Naruhodo #444 - Quais os impactos dos robôs em nossas vidas? Parte 2 de 2
https://www.youtube.com/watch?v=yLVhdONlrug
Naruhodo #450 - A inteligência artificial afeta nossa capacidade cognitiva?
https://www.youtube.com/watch?v=YjMTEGrgHDw
Naruhodo #377 - Aprendemos melhor fazendo pausas?
https://www.youtube.com/watch?v=PZVVN9lHeno
Naruhodo #109 - O cérebro humano é um computador?
https://www.youtube.com/watch?v=s3RCSFfV-OQ
Naruhodo #461 - O que é a teoria da Incompletude de Godel?
https://www.youtube.com/watch?v=XQRu2ogFvMQ
Naruhodo #222 - Existe cognição quântica?
https://www.youtube.com/watch?v=J3jjmo7ly18
Naruhodo #379 - Como nós nos tornamos nós?
https://www.youtube.com/watch?v=fI9rqAJfcUU…
Links in the notes 20
- https://www.cell.com/neuron/fulltext/S0896-6273(20)30052-0?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS0896627320300520%3Fshowall%3Dtrue
- https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/conscious-artificial-intelligence-and-biological-naturalism/C9912A5BE9D806012E3C8B3AF612E39A
- https://arxiv.org/pdf/2308.09124
- https://www.pnas.org/doi/10.1073/pnas.95.24.14529
- https://www.sciencedirect.com/science/article/pii/S0893608024006385
- https://transformer-circuits.pub/2026/workspace/index.html#methods
- https://arxiv.org/abs/2507.14805
- https://transformer-circuits.pub/2025/attribution-graphs/biology.html
- https://transformer-circuits.pub/2023/monosemantic-features/index.html
- https://qmerit.com/blog/electrician-shortage-what-it-means-for-electrical-contractors/
- https://www.youtube.com/watch?v=XuoqKYxDHVc&t=2s
- https://g1.globo.com/ce/ceara/noticia/2026/01/16/obras-do-mega-data-center-do-tiktok-comecam-no-ceara.ghtml
- https://www.youtube.com/watch?v=kW21iEryZvY
- https://x.com/__alpoge__/status/2079028340955197566
- https://www.youtube.com/watch?v=Q8Fkpi18QXU
- https://www.youtube.com/watch?v=tCUsvZ9hQ60
- https://www.youtube.com/watch?v=yLVhdONlrug
- https://www.youtube.com/watch?v=YjMTEGrgHDw
- https://www.youtube.com/watch?v=PZVVN9lHeno
- https://www.youtube.com/watch?v=s3RCSFfV-OQ
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