10 github repos to learn self-hosting
a curated list of github repositories that teach self-hosting skills from discovery to deployment, monitoring, and secure access.
topic
ai
pytorch 2.12: faster linalg, unified graphs, and mx export
pytorch 2.12 brings up to 100x faster batched eigendecomposition, a device-agnostic graph api, and support for exporting microscaling quantized models.
origin lab raises $8m to sell game data for world models
origin lab raised $8 million to connect video game companies with ai labs needing licensed training data for physical world models.
speech pauses and filler words may signal early dementia risk
ai analysis of natural speech patterns like pauses and filler words can predict executive function and may help detect early cognitive decline.
sam altman's credibility tested in openai trial
sam altman faced tough questions about his honesty and control over openai during a trial that could reshape the company's structure.
poppy ai assistant organizes your digital chaos
poppy is a new app that uses ai to combine calendar, email, and messages into a single dashboard with proactive suggestions.
whatsapp adds incognito mode to meta ai chats
whatsapp introduces incognito conversations with meta ai that are processed securely and not saved, rolling out over the next few months.
adaptive steering for discrete diffusion language models
uniform control schedules hurt text quality in discrete diffusion models, but a new adaptive scheduler improves multi-attribute steering by aligning interventions with each attribute's unique denoising timeline.
spatial adapter adds structured residuals to frozen models
a new post-hoc layer gives frozen predictors a spatial view of errors and a closed-form covariance without retraining.
valid inference after active data collection
a new framework enables valid statistical inference when reusing data from adaptive sampling methods like bayesian optimization.
adamw-trained transformers converge to ode system
large-depth transformers trained with adamw converge uniformly to a forward-backward ode system, with explicit convergence rates.
vertex-softmax tightens transformer verification
new method finds exact softmax bounds from score intervals, reducing slack in transformer robustness checks.
balora adds bayesian uncertainty to lora fine-tuning
balora extends lora with bayesian adaptation, improving accuracy and providing uncertainty estimates for large model fine-tuning.
medicare's new ai payment model
a new medicare program tests outcome-based payments that reward ai-driven care for chronic conditions, but most tech companies haven't noticed.
decentralized novelty detection with quantized model exchange
a method for decentralized novelty detection that controls false discovery rate without sharing raw data, using low-precision model exchange.
python scripts for time series analysis
five reusable python scripts handle common time series tasks like resampling, anomaly detection, decomposition, forecasting, and multi-series comparison.
google adds gemini dictation to gboard
google launches rambler, a gemini-powered dictation feature in gboard, challenging ai dictation startups on android.
google android show: gemini laptops, vibe-coded widgets, and more
google announced googlebook laptops with gemini, vibe-coded widgets, and ai features across android at its virtual event.