Soft Ontology Priors over Latent Concept Posteriors for Weakly Supervised Neuro-Symbolic Learning
arXiv:2610.30391v1 Announce Type: new Abstract: Neuro-symbolic (NeSy) predictors that supervise only the task label suffer from reasoning shortcuts: distinct concept mappings achieve the same maximum likelihood, leaving the recovered concepts unidentifiable and unsafe for…
AI Summary & Key Takeaways
- arXiv:2610.30391v1 Announce Type: new Abstract: Neuro-symbolic (NeSy) predictors that supervise only the task label suffer from reasoning shortcuts: distinct concept mappings achieve the same maximum likelihood, leaving the recovered concepts unidentifiable and unsafe for…
Soft Ontology Priors over Latent Concept Posteriors for Weakly Supervised Neuro-Symbolic Learning
Related stories
Sakana AI proposed a recommendation method that looks for a set of different options
🌟 Sakana AI proposed a recommendation method that searches for a set of different options. QD-Rec is a method for selecting recommendations for decisions where it is important for a person to compare options rather than get one answer. The unit of search here is not the candidate himself, be it a company, a client or a scientific article, but...
A selection of activities: what to do now
A selection of activities: what to work on now ㅤ 🟠OpenTrain - $38–42 per hour for checking AI answers in Russian, remotely and only about 7 hours a week. We are responding to a vacancy; we need Russian, written English and university studies or a diploma. ㅤ 🟠Aha! AI Builder Day - from 17 to 20...
RUДженсен Хуанг: создание собственного ИИ — вопрос национальной безопасности Казахстана Основатель и генеральный директ...
Дженсен Хуанг: создание собственного ИИ — вопрос национальной безопасности Казахстана Основатель и генеральный директор NVIDIA Дженсен Хуанг во время встречи с министром искусственного интеллекта и цифрового развития Жасланом Мадиевым в Астане объяснил, почему…
ANTHROPIC
ANTHROPIC: Starting next week, Claude will start using Auto Mode by default to manage permissions on Pro, Max and Team plans. In this mode, Claude will not ask users for confirmation of each action, but will instead rely on its own...