GoKawiil
Tech News
Flock Safety announced changes to its automated license-plate-reading system after facing scrutiny from lawmakers in Congress. The company shortened its default data-retention period from 30 days to seven, introduced standardized categories for why searches are conducted, and will now require officers to enter case numbers before running a search.
Strands harness is a preassembled agent harness that developers can run locally or deploy to cloud providers with a single line of Python or TypeScript code, released under an Apache 2.0 license. It is designed as a general-purpose agent rather than a coding-specific one, and its makers report it costs 28% less than comparable harnesses across six benchmarks while maintaining similar or better accuracy, and 77% less than Claude Code on the Fable 5 benchmark while scoring higher on Terminal Bench 2.1.
The publisher has released an author correction to a research paper on large recoverable elastic energy in chiral metamaterials achieved through twist buckling. No details of the specific correction are included beyond the licensing and reprint terms attached to the notice.
404 Media is asking residents nationwide to submit public records showing how local police departments use Axon's automatic license plate reader cameras, which many cities are adopting after backlash over Flock's role in ICE lookups and a Texas officer's search related to a self-managed abortion. The outlet has already gathered Axon 'activity reports' from six police agencies detailing which officers searched plate data, their badge numbers, and stated justifications, but wants more submissions to map usage nationwide.
Flock Safety, the maker of AI-powered license plate scanning cameras, has begun offering employees a voluntary severance package as public backlash against its surveillance technology intensifies. The program, which started taking applications Friday, includes months of health coverage and extended stock option windows, with decisions expected by October 9 and departures by October 29.
Flock Safety introduced a voluntary severance program on Friday, described internally as the most generous package it has offered, aiming to shrink its roughly 1,500-person workforce. Wired reports the company anticipates strong interest and plans to approve buyouts for most who apply, likely averting the need for outright layoffs.
Flock Safety launched a voluntary severance program on Friday, giving employees until October 2 to decide whether to leave with a package the company called generous. Insiders expect a large share of its roughly 1,500 workers to apply, as the surveillance firm faces mounting customer losses and public criticism over its network of license plate cameras.
Senator Josh Hawley is calling on Flock Safety's chief executive to testify before the Senate next week over the company's automated license plate reading network. Hawley argues that the surveillance technology, deployed widely across the country, threatens Americans' basic privacy expectations during everyday activities like commuting or attending church.
An Electronic Frontier Foundation investigation found numerous police officers logging nonsensical or joke reasons—like 'LMAO,' 'LOL,' or keyboard-mashed text—when justifying searches through Flock's nationwide license plate camera network. One Indiana officer wrote 'LMAO' before searching over 19,000 cameras across 1,500-plus cities, while an Oklahoma officer typed gibberish to access more than 83,000 cameras. When EFF followed up with departments about these entries, few offered meaningful accountability.
A new ternary-quantized model, Ternary Bonsai 2 27B, has been released, built on Qwen3.8 27B and using {-1,0,+1} weights with FP16 group scaling to shrink the model to about 1.76 effective bits per weight and a 5.9GB footprint. Despite being over 9x smaller than its full-precision counterpart, it retains 98.2% of aggregate benchmark performance across reasoning, coding, vision and agentic tasks, and supports a 262K-token context window under an Apache 2.0 license.
A hacker collective called stegan0gram physically removed a Flock Safety roadside camera, extracted its stored data, and recovered an on-device encryption key meant to protect it. They shared the material with 404 Media and Distributed Denial of Secrets, which passed it to WIRED for joint analysis showing the camera logged roughly 50,200 vehicles and 1.6 million images over about 21 days.
A group called stegan0gram removed a Flock roadside camera and dissected its Android storage, finding an encryption key inside the 'media' partition that unlocked another partition holding all recorded files. That data included about 1.6 million images and 27,321 short video clips gathered over 21 days, capturing roughly 50,200 vehicles and 11 people.