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Village solar system model shows planets and stars
How a Kent village created a scale model of the solar system to help people understand space.
Sports Illustrated Swimsuit Runway Show models say every body is a target online
Since 2021, Sports Illustrated’s Swimsuit Runway Show has aimed to include “women of all sizes, ages and races” in its showcase of summer styles. But for some models, this year’s event — streaming Tuesday on Hulu and Disney+ — highlighted a less glamorous reality: Women still can’t escape criticism of their bodies, even on a runway designed to celebrate them. “I feel like for so long
Show HN: TakoVM – Isolated model and tool execution used by enterprises
Run untrusted Python safely. Job queues and Docker isolation built-in. Run AI-generated code in isolated Docker containers with optional gVisor sandboxing.
The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show
arXiv:2606.05328v1 Announce Type: new Abstract: Modern video diffusion models generate increasingly realistic and temporally coherent videos, motivating their use as candidate world simulators. Yet it remains unclear whether these models internally encode physical structure, or merely reproduce motion patterns seen during training.
Show HN: We post-trained a model that pen tests instead of refusing your code
I'm Dimitrios at Cosine. Quick orientation first: the read-only scan is free and you can run it right now: that's the part to try. The pen-test mode is gated behind written authorisation, because it's live offensive testing against real systems; I'll explain that below, it's not a paywall thing.
Impact of mechanical constraints on tokamak design and implications for high field power plants
arXiv:2606.07201v1 Announce Type: new Abstract: Two analytical models for sizing the toroidal field coils and central solenoid of a tokamak are developed within the D0FUS system code: a pedagogical thin-cylinder model and a refined thick-cylinder and winding packs model. The refined model shows good agreement with six reference machines and the MADE magnet design code. When the high-field design space is explored for DEMO-class power plants (2 GW of fusion power, Q = 40, tplateau = 2 h),...
Models Know Their Shortcuts: Deployment-Time Shortcut Mitigation
arXiv:2604.12277v2 Announce Type: replace Abstract: Pretrained text encoders are prone to shortcut learning, relying on token-label correlations that fail once the distribution shifts in deployment. Existing shortcut mitigation methods mainly operate at training time and assume access to training data, training dynamics, or shortcut annotations, which are hardly available during deployment, where only the converged model remains. We show that this model alone suffices to mitigate shortcuts...