Tootfinder

Over the last decade, America’s roads have become more dangerous,
with serious crashes increasing by nearly 20 percent since 2013.
Approximately 94 percent of crashes are the result of driver behavior
like speeding, impairment or distraction
— behavior that can be detected and corrected by a new generation of machine learning-enabled dash-cams.
Seamless integration between machine learning, IoT management and the cloud allows these cameras to improve safety in r…

Just so you can guess where the "AI" thing is headed, look at this listing from a local community college
"AI made simple for everyday life"
... And look at what comes next:
"Flaggers certification"
The exciting thing (for bosses) is the idea that knowledge workers will be as interchangeable (and precarious) as DOT flaggers
#YouDeserveAUnion

What's especially interesting, and dangerous to capitalism, is that there are a lot of opportunities that come out of this.
Corporations are destroying everything. We actually don't need them. We can build mutual aid networks, guerilla gardening, library socialism... When we stop with consumerism, we can find the joy in actually living, creating, being a creative human rather than simply a consumer. With a bit of momentum we can bend the system to our will. With enough momentum we can shatter it completely and free ourselves from this trap.
Things can go a lot of different ways. I'm excited to see how things go.
Edit:
I'm specifically excited about this...
https://www.blackoutthesystem.com/about-mutual-aid
This is cool. This is really fucking cool.

VLM-Guided Adaptive Negative Prompting for Creative Generation
Shelly Golan, Yotam Nitzan, Zongze Wu, Or Patashnik
https://arxiv.org/abs/2510.10715 https://

VLM-Guided Adaptive Negative Prompting for Creative Generation
Creative generation is the synthesis of new, surprising, and valuable samples that reflect user intent yet cannot be envisioned in advance. This task aims to extend human imagination, enabling the discovery of visual concepts that exist in the unexplored spaces between familiar domains. While text-to-image diffusion models excel at rendering photorealistic scenes that faithfully match user prompts, they still struggle to generate genuinely novel content. Existing approaches to enhance generativ…