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.
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 ...

Reducing JSON for AI by approximately 55%. What I learned by testing Headroom with actual Oxtane data

Hello, this is Sakamoto. At Oxtane, I have been experimenting with local LLM models, GPUs, code refactoring, and training ...

How to use headroom to trim tokens right before sending them to an LLM

When building a RAG pipeline, do you ever just dump DB query results directly into your messages? When creating a log ...
BIOENGINEER

Python Library pytransform3d Adds Transformation Graphs, Uncertainty Handling, and 3D Visualization for Robotics

Researchers at DFKI and the University of Bremen present new pytransform3d features for transformation graphs, uncertainty ...
InfoWorld

Pop the champagne, Python 3.15 is here!

The best new features in Python 3.15 Python 3.15 is now GA, and it’s the best Python yet. Get your hands on its improved JIT ...
BetaNews

Python 3.15 arrives with lazy imports, UTF-8 by default and a faster JIT

Python 3.15 is out with explicit lazy imports, UTF-8 as the default encoding, frozendict and sentinel types, the Tachyon ...
XDA Developers

I turned on ZFS compression across my storage pool, and it gave back more space than I expected

There's no getting around the fact that I'm running out of storage on my NAS. Unfortunately, right now is the worst time to ...
Phoronix

Python 3.15 Released With Experimental JIT Compiler Running Faster

Python 3.15 is out today as the newest annual feature release for the Python programming language. Python's JIT compiler is ...
Security Boulevard

Suspected TraderTraitor Group Uses Trojanized Terraform Provider to Deliver Cross-Platform Malware

IntroductionIn July 2026, Zscaler ThreatLabz uncovered a campaign linked to TraderTraitor (also tracked as Jade Sleet, UNC4899, Pressure Chollima, and Slow Pisces), an advanced persistent threat actor ...

Rust in CPython: Python 3.16 to bring optional Rust backend for zlib

The roadmap was already presented by David Hewitt, maintainer of the Rust binding PyO3, in July at the Python Language Summit 2026, the annual meeting of the core developers. In extensions for Python, ...