Get started with Python’s new frozendict type

Only very rarely does Python add a new standard data type. Python 3.15, when it’s released later this year, will come with one—an immutable dictionary, frozendict. Dictionaries in Python correspond to hashmaps in Java. They...

Public clouds burnish their on-premises options

The new AWS instance types indicate that public clouds recognize this problem and are attempting to address it by offering tailored solutions for on-prem...

How to shift left on finops, and why you need to

One of the most frustrating experiences for IT leaders is receiving a cloud invoice with costs well above expectations. It’s not as...

Microsoft’s signals shift from OpenAI with launch of first in-house AI models for Copilot

Independence day According to Microsoft, MAI-1-preview uses an in-house mixture-of-experts model that was pre-trained and post-trained on 15,000 Nvidia H100 GPUs, a more modest infrastructure...

Demystifying serverless in the modern data and AI landscape

Serverless compute for modern data applications So, what’s next in the evolution of serverless compute? Today’s data and AI applications are dynamic and unpredictable. They...

How pairing SAST with AI dramatically reduces false positives in code security

The core problem: Context vs. rules Traditional SAST tools, as we know, are rule-bound; they inspect code, bytecode, or binaries for patterns that match known...
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