CPython vs. PyPy: Which Python runtime has the better JIT?

Single-threaded: 2.75 seconds Multi-threaded: 14.3 seconds (not a typo!) Multi-processing: 8.7 seconds In other words, for this scenario, the CPython no-GIL multithreaded version beats even PyPy at its most optimal. As yet, there is no build of...

How to use Pandas for data analysis in Python

print(df.groupby('year').mean()) print(df.groupby('year').mean()) So far, so good. But what if we want to group our data by more than one column? We can do this by passing...

How to improve technical documentation with generative AI

Tools for creating operational knowledge bases and standard operating procedures: Atlassian Jira Service Manager, Freshservice Knowledge Base, ServiceNow Knowledge Management, and Zendesk Guide. Log-file analysis...

Nvidia licenses Groq’s inferencing chip tech and hires its leaders

Nvidia has licensed intellectual property from inferencing chip designer Groq, and hired away some of its senior executives, but stopped short of an outright...

o3-pro may be OpenAI’s most advanced commercial offering, but GPT-4o bests it

Unlike general-purpose large language models (LLMs), more specialized reasoning models break complex problems into steps that they ‘reason’ about, and show their...

Agents, protocols, and vibes: The best AI stories of 2025

From autonomous agents to vibe coding, 2025 was the year generative AI stopped being theoretical and started doing real work—with a little fun along...
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Oracle reveals five new features coming to Java

With JDK (Java Development Kit) 24 having just reached general availability, Oracle has given a sneak peek at Java features set to arrive in...
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