Ktop – a themed terminal monitor for GPU, CPU, RAM, temps and OOM kills
Monitors GPU+CPU+memory in one themed terminal view—leaner than Glances.
Monitors GPU+CPU+memory in one themed terminal view—leaner than Glances.
XAI-driven model improvement loop, but Weights & Biases already tracks experiments better.
Drop-in Prometheus wrapper caps cardinality at source before runaway labels OOM your stack.
Compiles stochastic Petri nets into a verified SNN (LIF + bitstream) and executes closed-loop replay on real DIII‑D shot data with liveness/boundedness proofs and SHA256 proof bundles. The notebook also ships side-by-side SNN vs PID vs MPC metrics, a FusionKernel digital twin, and deterministic artifact export — impressive technical depth for experimental fusion control, but clearly aimed at specialists and not turnkey for newcomers.
Marketing-heavy claims with zero auditable proof, no code, no reproducible benchmarks.
Useful for mobile agent work but macOS already has caffeinate and Amphetamine.