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IBM's NorthPole chip uses a brain-inspired architecture to integrate memory and compute on-chip, achieving 22x inference efficiency per watt compared to NVIDIA GPUs despite using an older 12nm process.
This paper presents TANS-FO, a research prototype for closed-loop generative design of customized foot orthoses using text-aligned neural surrogates and graph neural networks to predict plantar stress. The system achieves surrogate-predicted peak-pressure reduction of 34.7% over parametric CAD but requires human review and has not received regulatory clearance.
DWARF-55M-Base is a new language model using a nearly all-sparse attention architecture (DSQG) with a single full causal attention layer, achieving reliable retrieval up to 2048 tokens and extrapolating to 3x that context. It is released as a research prototype for community experimentation.
Jacquard is a programming language designed for AI-written, human-reviewed code, with built-in effect tracking, probabilistic simulation, and canonical identity to help humans trust AI-generated programs.
F3 is a next-generation open-source data file format that uses embedded WebAssembly decoders for interoperability and extensibility, addressing limitations of legacy formats like Parquet. It is currently a research prototype from a paper published in ACM.
This paper introduces Agentic AI Translate, an agentic translator prototype that replaces the traditional text-in/text-out paradigm with a four-stage agentic cycle grounded in translation studies theory, aiming to reframe translation as communication design rather than text conversion.
Google has launched Project Genie, an experimental prototype for Google AI Ultra subscribers that allows users to create, explore, and remix infinite interactive worlds using Genie 3.