The Mathematics Search Engine

28+ min ago  (806+ words) Abu Dhabi's Technology Innovation Institute has released Falcon H1R 7B, an open-source artificial intelligence reasoning model that it says matches or exceeds the performance of much larger systems from global technology groups while running on substantially less computing power. The 7 billion parameter…...

1+ hour, 27+ min ago  (598+ words) TSV overview; thermal trends; AI-assisted design; 6G isn't just faster 5G; model tradeoffs. Cadence's Reela Samuel presents an overview of through-silicon vias, including structure, pitch, and electrical behavior, key layout rules such as keep-out zones and stress constraints, and how TSV parasitics…...

1+ hour, 40+ min ago  (440+ words) Data Preprocessing - this is exactly the right next step after Pandas. Think of Data Preprocessing as the bridge between raw data and usable ML input. You can find more information Pandas here: The next basic concept of Machine Learning after…...

1+ hour, 56+ min ago  (1613+ words) Karpathy's recent "Animals vs Ghosts" piece has been rattling around in my head. In it, he surfaces a tension that deserves more attention: the author of "The Bitter Lesson" " the text that's become almost biblical in frontier AI circles " isn't…...

4+ hour, 47+ min ago  (1034+ words) Explore the repository " I began quickly, the documentation was comprehensive and architecturally rigorous, and well written, they were valuable. They're excellent first steps, in completing my journeys. This isn't a code snippet collection. It's a structured learning path from foundational…...

4+ hour, 56+ min ago  (856+ words) In deep learning, classification models don't just need to make predictions'they need to express confidence. That's where the Softmax activation function comes in. Softmax takes the raw, unbounded scores produced by a neural network and transforms them into a well-defined…...

5+ hour, 15+ min ago  (387+ words) NVIDIA has just released its new streaming English transcription model (Nemotron Speech ASR) built specifically for low latency voice agents and live captioning. The checkpoint nvidia/nemotron-speech-streaming-en-0.6b on Hugging Face combines a cache aware FastConformer encoder with an RNNT decoder,…...

6+ hour, 23+ min ago  (533+ words) From Machine Learning to Multimodal Models: The AI Revolution in Enzyme Engineering | Newswise'Newswise From Machine Learning to Multimodal Models: The AI Revolution in Enzyme Engineering Figure 4. Overview of UniKP architecture. (Enzyme sequences encoded into 1024-dimensional embeddings via the ProtT5-XL-UniRef50 protein language…...

7+ hour, 3+ min ago  (603+ words) [Newswise image]A research team has developed DeepCodon, a deep learning-based codon optimization tool that significantly improves heterologous protein expression in Escherichia coli while preserving functionally important rare codon clusters. DeepCodon: A Rare-Codon'Aware AI Tool Boosts Protein Expression in E. Coli…...

7+ hour, 23+ min ago  (601+ words) [Newswise image]A research team has delivered an overview of how computational tools are reshaping the design of nonnatural metabolic pathways--engineered biochemical routes that do not exist in nature but enable microorganisms to produce valuable chemicals, fuels, and materials....