xenospectrum

ScholarEvolve Lets AI Agents Rewrite Their Own Code From Research Papers, Lifting Task Completion 12.4 Points

UCSB and Microsoft's ScholarEvolve generates code from academic papers to improve an agent's harness without retraining model ...
KDnuggets

7 Advanced Python Design Patterns for Data Scientists

Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the ...
letsdatascience

Nimble tells LDS when a web agent should run code

Nimble's Yuval Bertocchi explains how code turned collected web data into a complete result. His LDS interview examines the ...

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.
KDnuggets

Named Entity Recognition Using Scikit-LLM

Our NER pipeline, despite its simplicity in setup, did a pretty good job.

Can GPT-6 move old COBOL to Python with identical output? I tested it with 3 models

On October 19, OpenAI announced improvements to coding in older programming languages. Among the newly prepared evaluations ...
shattered.io

Deploy an AWS Bedrock AgentCore Agent: 12 Steps [2026]

Deploy an AI agent on AWS Bedrock AgentCore with Strands, Gateway, Memory, and Runtime in this 12-step, 90-minute tutorial.
IgniteSAP

Python for SAP Consultants: Where It Appears and How Much You Need

In an August 2026 interview on SAP News, Sonja Liénard, SAP’s head of the ABAP platform, described ABAP Cloud as the stable ...
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 ...
Nature

In the AI era, coding means thinking like a systems architect

Now, anyone can prompt an AI model to construct complex computational pipelines that would otherwise require days or weeks of troubleshooting, and more patience than any researcher could reasonably be ...

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 comes up.In fact, by using Python or Excel VBA, you can automate tasks that ...
HackerNoon

The Hidden Security Risks of Letting AI Agents Run Code

AI agents that run code can leak secrets, install malware, and wipe your repo. Learn the 5 hidden security risks and how to sandbox your agents safely.