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Show HN: A police department for your Claude Code agents
A logging-only hook records every tool & permission event from the main agent and its subagents; the pd CLI replays that log through six detectors and reports rule offenses with quoted evidence. Catch-and-report — it never blocks. Quickstart · How it works · Detectors · Architecture · Security The department's body-cam. agent-pd won't stop the heist — but every move your agents make ends up on the record.
Demystifying Pipeline Parallelism: First Theory for PipeDream
arXiv:2606.03498v1 Announce Type: new Abstract: Training modern machine learning models increasingly requires computation to be distributed across many accelerators. Data parallelism remains the default choice and is often paired with tensor-parallel sharding, but model parallelism becomes unavoidable once parameters, activations, or optimizer states no longer fit on a single device. This paper studies pipeline model parallelism through the lens of PipeDream (PD) (Harlap et al., 2018).
All 12 victims stable after shooting near festival as Toledo police pursue multiple leads
Toledo, Ohio police said Monday that all 12 victims wounded in a mass shooting near the Ohio city's annual Old West End Festival are now in stable condition as investigators continue searching for those responsible. Authorities said the victims, who range in age from 14 to 61, continue to improve after Saturday's shooting, which investigators believe involved at least two gunmen who were likely firing at each other. Police have not identified a motive or released suspect descriptions as the...
A hotly debated lung cancer drug cut the risk of death by 34% in a late-stage trial in China
An experimental lung cancer drug from Akeso and Summit Therapeutics reduced the risk of death by 34% in a closely watched late-stage trial, according to results released Sunday. When combined with chemotherapy, the drug kept people with squamous non-small-cell lung cancer alive for a median of four months longer than the standard combination of immunotherapy and chemotherapy, a result that was statistically significant, according to an abstract released Sunday ahead of a presentation at the...
Scott Peterson's longtime lawyer claims 'new' evidence could force courts to revisit his murder conviction
LAS VEGAS — Scott Peterson's longtime lawyer claims his team has new evidence that could force courts to take another look at his murder conviction, just ahead of the release of a documentary about the case. The documentary, which will be released this summer, comes after a San Mateo County Superior Court judge on April 27 denied his most recent bid to overturn the murder conviction. The Los Angeles Innocence Project, which is representing Peterson, said it will appeal the ruling to a higher...
Detective arrested after allegedly pulling gun on fellow officer for microwaving fish at police station
A South Carolina detective was arrested and fired after he allegedly pointed his department-issued firearm at a fellow officer inside a police station, with a report citing an arrest warrant alleging the confrontation stemmed from the officer microwaving fish in a communal microwave. Michael Debiase, 46, was a detective with the Myrtle Beach Police Department. He was arrested June 2, and charged with pointing and presenting a firearm at a person.
The Best USB-C Cables (2026): for Smartphones, Tablets, and Laptops
The Best USB-C Cables for Your Phone, Tablet, or Laptop Featured in this article The humble cable is often the simplest and fastest way to charge your devices or move files from one device to another. But these ostensibly straightforward power and data conduits come in many shapes and sizes. Even cables that appear identical may perform differently when you plug them into your phone or laptop.
Diverse binding poses of agonistic neurotoxins on human Na<sub>v</sub>1.6
Abstract Voltage-gated sodium (Nav) channels are key targets of various venomous toxins. Deciphering the binding poses and mechanisms of action of representative toxins will help to dissect the functional mechanism of the channels and facilitate therapeutic development targeting Nav channels1,2. Here we present cryo-electron microscopy (cryo-EM) structures of distinct binding poses of three agonistic peptide toxins on the human Nav1.6–β1 channel complex.
New gold-palladium catalysis mechanism could advance bio-based chemical manufacturing
New gold-palladium catalysis mechanism could advance bio-based chemical manufacturing Sadie Harley Scientific Editor Robert Egan Associate Editor The building‐block chemicals behind everyday products—like shampoo bottles, food containers, and kitchen spatulas—are largely derived from oil. Researchers are now working to replace those fossil‐fuel‐based inputs with materials sourced from renewable biological systems, a shift with implications for health, economic resilience, and national security.