Researchers made AI agents better by turning academic papers into working code — no retraining required

ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.

AI Duty Roster Returns 'No Solution': Distinguishing Between Contradictory Conditions and Code Flaws

If the duty roster code generated by an AI returns 'no solution,' stop before reducing the conditions. Distinguish between ...
XDA Developers on MSN

I asked Claude Code to build its own replacement, and it took just 15 minutes

15 minutes and one crazy idea ...

The failure of business automation might happen before writing a single line of code—Things to consider before choosing between Python and Excel VBA

Can't we automate this Excel task with Python?When it comes to business process improvement, this kind of consultation often ...
Analytics Insight

Three Ways to Speed Up Python Code With Numba: A Practical Guide

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...
Tech Times on MSN

GPT-6 cracks COBOL: 97.9% migration accuracy shifts AI bottleneck from code to enterprise

GPT-6 COBOL migration hits 97.9% behavioral fidelity in OpenAI's latest benchmark, a 16-fold improvement over prior models, but enterprise IT teams should understand the gap between benchmark accuracy ...
learn

Develop pipeline code with Python

Lakeflow pipelines introduce several new Python code constructs for defining materialized views and streaming tables in pipelines. Python support for developing pipelines builds upon the basics of ...
Blockchain News

NVIDIA details Python path to GPU memory reads with GPUDirect Storage

NVIDIA outlined how KvikIO and cuFile route Python reads into GPU memory and how to verify whether GPUDirect Storage used ...
learn

Azure Service Bus client library for Python Samples

NOTE: This document outlines the samples for the latest version of the azure-servicebus package which has different APIs than the older version (0.50). Please visit ...
xenospectrum

Python 3.15 Makes UTF-8 the Default, Easing Windows Text Issues — but Legacy Code Needs a Check

Python 3.15's UTF-8 default reduces environment-dependent behavior when no encoding is specified. We look at what it means ...

Python 3.15 released: Lazy imports, UTF-8 and new data types

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.
HackerNoon

I Built a Python Compressor Using OpenAI's Tokenizer. Here's What Happened

And I kept looking at that dictionary and thinking: nobody is allowed to just use that for compression? TokPress is a ...