Technology Ars Technica
Framework Laptop 13 Pro review: Much better battery, much worse price
Framework's latest modular laptop trades one set of problems for another.
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Engineering DEV
Extracting video frames in Rust, in-process — no CLI, no hand-written decode loop
Here is a task that comes up constantly. You are doing inference in Rust — candle, burn, ort — and...
Research arXiv
Self-Supervised Learning of Structured Dynamics from Videos
Understanding motion in video is a fundamental challenge for visual learning, as frame-to-frame change entangles two sources of dynamics: camera motion and object motion. This decomposition has remained underexplored in representation learning, partly because…
Technology The Verge
Framework’s premium laptop is shipping with less RAM
RAMageddon has claimed yet another victim, with Framework now announcing a "major and unfortunate" pricing update for its upcoming premium laptop - which also impacts folks who preordered it. Memory configurations for the Laptop 13 Pro have been adjusted…
Engineering Hacker News
Go Analysis Framework: modular static analysis by go team
Filed from Hacker News. Open the source for the full story.
Engineering Lobsters
Announcing Topcoat: a framework for building full-stack reactive web apps with Rust
Filed from Lobsters. Open the source for the full story.
Engineering DEV
AMD Advancing AI 2026: Software, Hardware & Framework, Unified
Where Chris Lattner calls AI "mid" and George Hotz wants to knock a trillion dollars of value off of...
Engineering DEV
What Is the Most Technically Impressive Useless Thing You Have Built?
We have plenty of posts on DEV announcing new tools, libraries, agents, and frameworks. I want to...
Engineering DEV
PanelControl: a 65-file business app, in vanilla JavaScript with no framework
PanelControl is an internal business app I designed and maintain solo for an official myPOS reseller:...
Engineering DEV
Roll your own file-based router in under 50 lines of code
Nowadays, web frameworks come with ✨ magic ✨. Some more than others, but all of them have some. The...
Engineering DEV
How AI changed the way I pick frameworks, and the two places React survived
That 130-file PR that shipped KeyEcho 1.0 contained a decision I never wrote about: the desktop app...
Engineering DEV
Better than Next.js? Is Rust Finally Ready for Full-Stack Web Development? Introducing Topcoat
There is a super-new Rust Web Framework in town, and it's name is Topcoat Rust is already a solid...
Science Phys.org
Christmas in July: Engineers capture gigapixel 3D video of snowflakes
For the first time, researchers can witness nanometer-scale thickness changes across a melting snowflake with a compact, lensless chip that captures gigapixel video at 30 frames per second across centimeter-scale fields.
Research arXiv
Variance-reduced Domain Adaptation using Paired Sampling
Correlation alignment and the maximum mean discrepancy are two widely used distribution-matching frameworks for unsupervised domain adaptation (UDA). However, high variance in these losses has been shown to undermine their effectiveness in minibatch…
Science Phys.org
Plumage reflectance framework offers new insight into how birds evolved heat-controlling feathers
Birds can inhabit various environments with different climates and temperatures, ranging from cold polar regions to scorching hot deserts. To survive and thrive in these very different environments, they need to effectively regulate their body temperature.
Research arXiv
OmniReasoner: Thinking with Long Audio-Video via Native Tool Use
Long audio-video reasoning is difficult for omnimodal LLMs because the decisive evidence is often sparse, cross-modal, and too expensive to preserve with uniformly high-fidelity inputs. We introduce OmniReasoner, a tool-use post-training framework for…
Hardware Hackaday
20 FPS on E-Paper Display Without Help
If electronic paper displays have one downside, it’s generally refresh rate. Earlier versions of the tech might only have been able to do single-digit frames per second, while modern, mid-range …read more
Research arXiv
Synthetic data generation framework for quality control automation in gravure printing
Quality control in printing, particularly in rotogravure printing, still depends on slow, costly, and subjective manual inspection. Automated surface defect detection is critical for maintaining high-quality standards in rotogravure printing. Deep learning…