Planet AI Developer Filter
A quote from Paul Dix
The fact that AI wrote 1M LOC and then refined it over the course of the next couple of months to produce a reliable piece of software that is currently …
Planet AI Developer Filter
Preprint: Smaller model reports gains on seven time-series benchmarks
An arXiv preprint reports that DecoVAE, a trend-seasonal forecasting model, improved benchmark scores and reduced computing and memory use in selected comparisons.
Planet AI Developer Filter
Preprint links stiff molecular constraints to different vibrations and plastic modes in model glasses
A preprint compares stiff molecular and atomistic glass models, finding differences in elasticity, vibrations, quasilocalized modes and plastic-mode coupling.
Planet AI Developer Filter
Preprint reports stable liquid–vapor interfaces in a mathematical fluid model
An arXiv preprint reports nonlinear stability of a two-interface liquid–vapor state in a one-dimensional periodic isothermal van der Waals fluid model.
Planet AI Developer Filter
Preprint: Restricted-Visibility AI Societies Outperformed Their Globally Visible Twins
A preprint compares restricted and global evidence visibility in four-cell language-model societies, finding a large held-out accuracy gap with important limits.
Planet AI Developer Filter
Preprint reports near-verbatim recovery of hidden AI reasoning through tool calls
A preprint reports that EchoCoT recovered hidden AI reasoning through tool calls, with strong results on accessible models but indirect evidence for proprietary ones
Planet AI Developer Filter
Correlated Catalysts Do Not Remove All Entanglement Limits, Preprint Reports
A mathematical preprint finds that correlated catalysts do not remove all irreversibility in PPT entanglement theory, with a strict rate gap for the explicit state ρ
Planet AI Developer Filter
Preprint proposes a more stable way to rebuild signals from scattered samples
A preprint proposes nested MZ sampling for near-tight framelet transforms on manifolds, with theoretical bounds and sphere and torus reconstruction tests.
Planet AI Developer Filter
Preprint: Turning antenna speed into data faces extreme mechanical limits
A preprint models velocity-index modulation for movable antennas, comparing angle-aware and AoD-free receivers while exposing severe speed and offset limits.
Planet AI Developer Filter
Preprint: AI model estimates solar-flare peaks, but the strongest eruptions remain harder
A preprint evaluates a machine-learning system that estimates solar-flare peak X-ray flux from real-time GOES observations, with larger errors for X-class flares.
Planet AI Developer Filter
Preprint maps different critical scaling with and without dissipation
A preprint reports different critical exponents in the Dicke model with and without dissipation, plus finite-size and ramp-speed crossover scaling.
Planet AI Developer Filter
Preprint: Specialist veterinary AI matches a larger model on X-ray reports
A preprint reports that V-REX, a specialist veterinary X-ray model, matched a larger fine-tuned PaliGemma model in some report-generation comparisons on proprietaryデ