Darwin Gödel Machine: A Commentary on Novelty and Implications, from @AntoMon https://
antomon.github.io/posts/darwin-g
odel-machine/
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@hardmaru
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Darwin Gödel Machine: Novelty and Implications Commentary
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Logistic Regression Matches Frontier Models for Japanese Financial Fraud Detection
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Our finding is that Logistic Regression is still a very strong baseline for detecting fraudulent Japanese financial statements, matching frontier models like Claude3.7, R1, o4-mini. Room for future improvement! GitHub: https://
github.com/SakanaAI/EDINE
T-Bench
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HuggingFace: https://
huggingface.co/datasets/Sakan
aAI/EDINET-Bench
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EDINET-Bench: Evaluating LLMs on Japanese Financial Tasks
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EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements Paper: https://
pub.sakana.ai/edinet-bench/ We released a Japanese financial benchmark on @Huggingface
, designed to evaluate the performance of LLMs on financial tasks like fraud detection in Japan. -
Jürgen Schmidhuber’s Lab Consistently Delivers Projects Early
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Jürgen Schmidhuber and his lab always ship ahead of schedule
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Reference to recent paper on AI issues and problems
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Reminded me of some of the issues highlighted in @joelbot3000
’s recent paper: https://
arxiv.org/abs/2501.13075 -
Self-Improving AI and the Darwin-Gödel Machine Deep Dive
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AI that can improve itself: A deep dive into self-improving AI and the Darwin-Gödel Machine. https://
richardcsuwandi.github.io/blog/2025/dgm/ Excellent blog post by @richardcsuwandi reviewing the Darwin Gödel Machine (DGM) and future implications. -
Mitsubishi UFJ hires Sakana AI to power banking systems
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Mitsubishi UFJ Financial Group’s banking unit has hired startup Sakana AI to power its systems with AI “The deal will allow the $1.5 billion startup to turn profitable within a year.”
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Geoffrey Hinton on AI and the Human Brain
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"I have always been convinced that the only way to get artificial intelligence to work is to do the computation in a way similar to the human brain." — @GeoffreyHinton
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CTM Implementation with ImageNet Pre-trained Model Checkpoints
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Implementation of CTMs, with checkpoints of pre-trained models on ImageNet:
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Deep Research Exploration: Internship Opportunities at Sakana AI
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We’re just starting to go very deep into this rabbit-hole. If you’re interested in this type of research, feel free to apply for an internship or reach out to @YesThisIsLion http://
sakana.ai/careers/