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White storks: Why introducing non‑native species in rewilding projects can be a good idea

White storks: Why introducing non‑native species in rewilding projects can be a good idea Lisa Lock Scientific Editor Andrew Zinin Lead Editor White storks (Ciconia ciconia) are a majestic bird with a two-meter wingspan and an enormous circular nest. The recent release of these stunning birds at multiple sites in England, with more releases planned and a public consultation under way has kicked off a debate about whether non-native birds should be part of rewilding projects. The government...

Phys.org 5d ago

Could native forests be Cement Australia's 'sustainable' fuel option?

Concerns native forests could be Cement Australia's 'sustainable' fuel option as it moves away from coal Mon 1 Jun 2026 at 7:14am In short: Cement Australia will update a coal-fired kiln in Tasmania to supplement its fossil fuel use with alternative fuel sources such as used tyres and sustainable wood waste. But conservationists say the wood waste, if sourced from native forest logging, could offset the environmental benefit. What's next: The six-week site upgrade at the Railton kiln in...

ABC Australia 10d ago

MusaCoder: Native GPU Kernel Generation with Full-Stack Training on Moore Threads GPU

arXiv:2606.04847v1 Announce Type: new Abstract: Native GPU kernel generation turns high-level tensor programs into executable, efficient low-level code. Existing Large Language Models (LLMs) struggle with this task, while execution-based reinforcement learning suffers from sparse rewards, reward hacking, and training instability. We present MusaCoder, a full-stack training framework for native GPU kernel generation on CUDA and MUSA backends.

arXiv CS 6d ago

CSS-Native Parallax Effect

jun 02, 2026 🔗 CSS-native parallax effect Parallax effects have a long history, and while there are countless ways and libraries to achieve them, a new CSS-native way was recently made possible with CSS Scroll-driven animation timelines. The usual recipe was a scroll event listener in JavaScript, recalculating positions on every frame and nudging an element up and down. Scroll-driven animations handle all of that with CSS.

Hacker News 8d ago

BareWave: Waveform-Native Flow-Matching Text-to-Speech

arXiv:2606.09048v1 Announce Type: cross Abstract: Removing intermediate representations and separately trained decoding stages has become an important direction in generative modeling. In text-to-speech, however, high-quality systems are still commonly built through an intermediate acoustic representation before waveform synthesis. In this work, we present BareWave, a fully waveform-native framework for direct text-to-wave generation in flow-matching TTS.

arXiv CS 1d ago

Language-Native Materials Processing Design by Lightly Structured Text Database and Reasoning Large Language Model

arXiv:2509.06093v4 Announce Type: replace Abstract: Materials synthesis procedures are predominantly documented as narrative text in papers, protocols, and laboratory records, placing them beyond the reach of conventional data-driven optimization frameworks. This language-native character poses a particular challenge for complex, multistage processes such as the preparation of boron nitride nanosheets (BNNS), where outcomes depend on path-dependent choices in exfoliation, functionalization,...

arXiv CS 8d ago

RPC-GS: Gaussian Splatting with native RPC Rendering for Satellite Imagery

arXiv:2606.06690v1 Announce Type: new Abstract: We present RPC-GS, the first Gaussian Splatting framework for satellite imagery that operates natively with Rational Polynomial Camera (RPC) models. The RPC model is the de facto standard for representing the complex imaging geometry of modern pushbroom satellite sensors. To simplify rendering, prior satellite Gaussian Splatting methods replace the RPC model with perspective or affine camera approximations, leading to geometric errors during...

arXiv CS 2d ago

A Camera-Native Talking-Head Video Dataset for Various Computer Vision Tasks

arXiv:2603.26763v2 Announce Type: replace Abstract: Talking-head videos constitute a predominant content type in real-time communication, yet publicly available datasets for video processing research in this domain remain scarce and limited in signal fidelity. In this paper, we open-source a camera-native dataset of 847 talking-head recordings (approximately 212 minutes), each 15s in duration, captured from 805 participants using 446 unique consumer webcam devices in their natural...

arXiv CS 1d ago

Environment-Division Multiple Access: an Enabler for AI-Native Multiple Access

arXiv:2606.07025v1 Announce Type: new Abstract: In this article, a new type of multiple access, termed Environment-Division Multiple Access (EDMA), is introduced and its interaction with AI-native communication networks is illustrated. In particular, the key properties of EDMA, such as utilizing the features of wireless propagation environments, integrating advanced flexible antennas, and proactively reconfiguring propagation environments, are described. The article also illustrates two...

arXiv CS 2d ago

Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation

Announce Type: new Abstract: Large language models and AI coding agents have reshaped software development, but the path to fully AI-native systems faces structural challenges. Chief among them is managing context windows without losing accuracy or efficiency. When developers inject full project documentation and code into a model's memory, the model loses mid-sequence information, token costs spiral, and architecture drifts.

arXiv CS 5d ago