Bosch’s “butt music” became famous when Amelia Hamrick transcribed hidden notation and turned it into a playable melody. This post explains a practical computer-vision pipeline for converting image-based staff markings into pitches and MIDI.
Pasting chatbot output makes your message feel generic and unowned. Use AI as a drafting partner, then extract the useful core, rewrite in your voice, and quote only with an explanation of why it fits.
Most trig APIs take radians, so code often multiplies by TAU (2π) just to call sin() and cos(). Representing angles in turns (1 = a full circle) keeps units consistent, reduces pointless conversions, and can improve floating-point exactness for common angles like quarter-turns.
Automated license plate recognition (ALPR) systems continuously capture and OCR license plates, storing reads with timestamps and locations for later searching. As privacy scrutiny grows, some agencies discontinue vendor deployments due to concerns over data retention, auditing, and how easily searches can drift from public-safety purpose.
OpenRouter joining Stripe signals a deeper technical integration between LLM inference gateways and financial infrastructure. Expect improvements around usage metering correctness, idempotent billing retries, webhook-driven reconciliation, and fraud prevention controls like Stripe Radar—while the OpenRouter developer-facing integration remains unchanged.
GrapheneOS is expected to reach Motorola’s first compatible devices in 2027, focusing on high-end flagship models. The delay isn’t just porting effort—it’s about hardware security features, secure-element protections, and update behavior that GrapheneOS relies on.
OpenLogi is a local-first alternative to Logitech Options+ that remaps buttons and controls DPI/SmartShift over HID++ while storing settings in a plain TOML config. It’s designed to keep everything on your machine with minimal network activity and no account.
DesktopFly brings FlyWire’s connectome data to life on macOS: a 668-neuron spiking (LIF) circuit turns cursor-driven looming inputs into giant-fiber spikes, then into embodied behavior like walking, grooming, and escape. Learn how real wiring becomes real-time motion.
Turbovec is a Rust vector index built on Google’s TurboQuant. It stores high-dimensional embeddings in 2–4 bits per coordinate, avoids a separate training phase, and uses SIMD-friendly layouts for fast similarity search.
Linux’s newer VRAM-prioritization work uses DMEM device-memory cgroups (dmemcg) plus helpers like dmemcg-booster and plasma-foreground-booster to stop background apps from evicting a foreground game’s VRAM into slower GTT, reducing both stutter and submission-time failures when memory is tight. ([pixelcluster.github.io](https://pixelcluster.github.io/VRAM-Mgmt-fixed/))