Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
We propose Mind-Video, which progressively learns spatiotemporal information from continuous fMRI data through masked brain modeling + multimodal contrastive learning + spatiotemporal attention + co-training with an augmented Stable Diffusion model that incorporates network temporal inflation.
Project page: https://mind-video.com/
Thread: https://twitter.com/ZijiaoC/status/1660470518569639937
OpenAI: “we believe it would be unintuitively risky and difficult to stop the creation of superintelligence. Because the upsides are so tremendous, the cost to build it decreases each year, the number of actors building it is rapidly increasing, and it’s inherently part of the technological path we are on, stopping it would require something like a global surveillance regime, and even that isn’t guaranteed to work. So we have to get it right.” https://openai.com/blog/governance-of-superintelligence
Salman Khan: Don't ban A.I.--let's fight together for GOOD A.I. https://www.youtube.com/watch?v=faAzEGQG6dE
Labour should pledge £11bn to build ‘BritGPT’ AI, thinktank says https://www.theguardian.com/technology/2023/may/20/labour-should-pledge-11bn-to-build-britgpt-ai-thinktank-says
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing https://arxiv.org/abs/2305.11738
Chain-of-Symbol Prompting Elicits Planning in LLMs https://arxiv.org/abs/2305.10276
Symbol tuning improves in-context learning in language models https://arxiv.org/abs/2305.08298
DNA repair and anti-cancer mechanisms in the longest-living mammal: the bowhead whale https://www.biorxiv.org/content/10.1101/2023.05.07.539748v1
The Meat Eater Problem https://journalofcontroversialideas.org/article/2/2/206/htm
Degrees of Consciousness https://onlinelibrary.wiley.com/doi/full/10.1111/nous.12421
“In Algebra of Probable Inference, Richard T. Cox develops and demonstrates that probability theory is the only theory of inductive inference that abides by logical consistency. Cox does so through a functional derivation of probability theory as the unique extension of Boolean Algebra thereby establishing, for the first time, the legitimacy of probability theory as formalized by Laplace in the 18th century.” https://www.amazon.com/Algebra-Probable-Inference-Richard-Cox/dp/080186982X/
In Sep 2022, Russia announced mobilization. In November they withdrew from the right bank of the Dnipro. During the winter RuAF attempted an offensive and this map illustrate the result of mobilizing 300k and 5 month of fighting.
Source: https://twitter.com/DefMon3/status/1660546487921541120
https://en.m.wikipedia.org/wiki/67P/Churyumov%E2%80%93Gerasimenko