Lmst

Dự án WaveHelix đang thử nghiệm xây dựng "mô hình thế giới" không dùng gradient descent. Hệ thống dự đoán chuyển động (vd: bóng nảy) bằng cách chạy kịch bản ứng cử viên, chấm điểm & pha trộn mô hình chính. Sử dụng "rungs" (ô nhớ), "spirals" (định tuyến) & "curl" để khám phá. Một cách tiếp cận ML mới lạ!

#WaveHelix #MachineLearning #AI #NoGradientDescent #WorldModel #SideProject #MLResearch
#HọcMáy #TríTuệNhânTạo #MôHìnhThếGiới #DựÁnPhụ #NghiênCứuML

https://www.reddit.com/r/LocalLLaMA/comments/

Our new series explains how a language model is built from the ground up. Part 1 covers the tokenizer and reveals how vocabulary size, merge rules, and byte mapping influence every downstream component.

Start with Part 1 and stay with the series as each chapter is released. https://www.tag1.com/white-paper/part1-tokenization-building-an-llm-from-scratch-in-rust/

#OpenSource #FOSS #MachineLearning #MLResearch #DeepLearning #LLM

Part 1 of our six part series on building a language model is now published. We begin with tokenization and show how text is converted into numerical sequences that the model can process.

Read Part 1 and follow the full series as we move from the tokenizer to tensors and training. https://www.tag1.com/white-paper/part1-tokenization-building-an-llm-from-scratch-in-rust/

#FOSS #MLResearch #MachineLearning #DeepLearning #NLP #LanguageModels

European researchers report that poetic prompts can bypass safety guardrails in multiple LLMs, exposing gaps in classifier-based moderation.

A good reminder that safety systems must evolve alongside generative models - especially as adversarial creativity becomes easier to automate.

What direction should improvements take?

Source: https://www.wired.com/story/poems-can-trick-ai-into-helping-you-make-a-nuclear-weapon/

Follow us for more neutral and security-focused AI updates.

#AISafety #LLMSecurity #AdversarialML #CyberSecurity #MLResearch #TechNadu

Poems Can Trick AI Into Helping You Make a Nuclear Weapon

#Reproducibility #OpenScience #ComputationalSocialScience #WebData #DigitalBehavior #MLResearch #NLPResearch #SocialMediaData

#CallForPapers: Our full-day workshop at The Web Conference 2026 #TheWebConf2026 invites submissions on reproducible and reusable computational approaches for social and web data.
👉 https://easychair.org/cfp/r2cass2026

Deadline: Dec 18th, 2025

Excited to welcome Aditya Grover, UCLA, as a keynote speaker at #IJCAI2025 in #Montreal. He is the winner of the IJCAI-25 Computers and Thought Award: https://aditya-grover.github.io/

#AI #GenerativeAI #MLResearch

🚀 Call for Abstracts — Now Open!

Join us at the 3rd International Conference on Machine Learning & Artificial Intelligence (ICMLAI 2026)

📅 May 18–20, 2026
📍 Madrid, Spain

Meet global experts, showcase your work, and explore the future of AI & ML innovation.

🔗 Submit your abstract: https://ai.pagesconferences.org/submit-abstract

📧 Contact: icmlai@pagesconferences.org

🌐 Website: https://ai.pagesconferences.org

#ICMLAI2026 #AI #MachineLearning #MLResearch #AIConference #FediverseAI

MIT has developed a periodic table for machine learning — a framework to map, classify, and even design new ML architectures. It’s like the periodic table of elements, but for models. Could be huge for AI research and discovery.
📖 https://news.mit.edu/2025/machine-learning-periodic-table-could-fuel-ai-discovery-0423
#MachineLearning #AI #MastodonTech #MLResearch

Language Models are Few-Shot Learners, page 33 mentions bidirectional models as a promising direction. Any recent movement in that direction? #ai #mlresearch