The Agentic Reckoning: Enterprise AI organizations have a runtime problem, not a model problem — and most are building the wrong solution

VentureBeat surveyed 132 enterprise AI leaders: the production failure point isn't the model — it's the runtime layer most ...
acm.org

Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification

Download PDF Join the Discussion View in the ACM Digital Library The mathematical reasoning performed by LLMs is fundamentally different from the rule-based symbolic methods in traditional formal ...
GitHub

A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.

visit documentation for more information. See some examples in the examples folder. We have created a variable of 6 bits, where 1 bit has been reserved for sign, 2 bits for fractional part, and 3 ...
GitHub

Samriddhi28-17/Scientific-Calculator-with-Python-Tkinter

A robust and user-friendly scientific calculator application built with Python's Tkinter for the graphical interface and NumPy for powerful numerical and matrix operations. This project aims to ...
PNAS

Generative AI without guardrails can harm learning: Evidence from high school mathematics

While generative AI has been shown to enhance productivity, its influence on learning new skills remains unclear. Our research examines the impact of generative AI, specifically GPT-4, on student ...
Frontiers

Stochastic-HD: Leveraging Stochastic Computing on the Hyper-Dimensional Computing Pipeline

Brain-inspired Hyper-dimensional(HD) computing is a novel and efficient computing paradigm. However, highly parallel architectures such as Processing-in-Memory(PIM) are bottle-necked by reduction ...
PNAS

Large-scale distributed linear algebra with tensor processing units

This paper concerns the more foundational tasks of distributed dense linear algebra. While a single TPU core can already store and operate on large matrices (e.g., of size 16,384, 32,768 in single ...