Q Labs reports that Dust can pretrain transformers using activation perturbations, but its results and scaling claims remain research findings.
Dust: Pretraining Transformers Without Backpropagation
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AI & Tooling
139 posts
Opus 5.5 Agents Discover Two Room-temperature Magnetic Semiconductor Candidates
Vals AI reports simulations of two Luttinger-compensated magnetic semiconductor candidates, including a proposed compound not yet experimentally made.
Our AI Midwife
A couple says ChatGPT suggested an MRI after six years of unexplained infertility; the scan found a large uterine fibroid missed in prior testing.
The Business Lesson Hidden Inside an AI Wargame
Firmulate’s live AI wargame shows why spotting a crisis is only part of the job—and how enterprises can test their own playbooks in a pilot.
Thinking Fast And Slow In AI: The Role Of Metacognition (2021)
A 2021 arXiv paper proposes a multi-agent AI architecture with fast and slow agents, modeled on Daniel Kahneman’s theory of human thinking.
AI Models Tackle Real-World Business Challenges — and Only Some Win the Prize
A live experiment reveals that only some AI models can reliably manage a company through crises, close deals, and resist manipulation — crucial insights for enterprise AI adoption.
Hidden Open Thread 452.5
Search interest in Hidden Open Thread 452.5 is surging amid limited details. The event remains unconfirmed, with implications for ongoing discussions.
Claude Discovers A Novel Enzyme System With CRISPR-like Repeats
Researchers at Claude have identified a novel enzyme system featuring CRISPR-like repeats, sparking scientific interest and raising questions about potential applications.
Research Hans Coetzee Surges In Global Coverage
Search interest in researcher Hans Coetzee has increased sharply, with media mentions rising tenfold this week, signaling heightened global attention.
Chivalry Or Engineering?
An emerging trend shows increasing interest in the contrast between traditional chivalry and modern engineering, sparking widespread online discussion.
