I've accrued around 20000 images of internet randomness, and their disparate file names have finally triggered my OCD. I'm at a complete loss at a practical structure and method for batch sorting and renaming them. My lazy inclination is to rename by creation date, but after meeting people who sort their porn by color and emotion (don't ask) and others with too much time sorting their image collection by subject (i.e. img \bears \ bear tongue \beartonguelong.jpg ), I feel like I should... do better.
If no exiting program can automate this, I think I'm going to have to write or try to convince my developer friend to write a script to determine the RGB value of each picture and rename them as RGB scales so I can search them by rough color ranges. i.e. R24G10B01.jpg for all images with R240-249, G100-109, B 10-19. Maybe too much work for something like this. Either way, I'm just polling to see if there's any organization structures for random pictures I'm not thinking of.
Google reshuffles its AI coding team as it struggles to catch Anthropic by Karthik Mudaliar
Google is already reorganizing the AI coding “strike team” it created roughly two months ago, as it attempts to find ways to close the gap with Anthropic in one of generative AI’s most commercially important areas.
According to The Information, Google DeepMind is expanding the team’s focus to include “midtraining,” rather than concentrating only on coding tools and agents. Midtraining takes place after a model’s broad initial training but before the final stages that prepare it to follow instructions and perform specific tasks.
In simple terms, it gives developers another opportunity to expose a model to carefully selected data before it is polished for release.
That could help Google improve Gemini’s underlying coding abilities instead of relying only on better prompts, interfaces, or post-training. Previous research has found that midtraining can be particularly effective for code and mathematics, where models must move from general language knowledge to more structured tasks.
Google reportedly created the original strike team in April. It was led by Google DeepMind research engineer Sebastian Borgeaud, who previously worked on model pretraining, and focused on complex, long-running programming jobs.
Google co-founder Sergey Brin and Google DeepMind chief technology officer Koray Kavukcuoglu were also reportedly involved in the effort. DeepMind researchers were said to believe that Anthropic’s coding tools were outperforming Google’s Gemini models, prompting the company to give the project more attention.
Anthropic has made coding a central part of its AI strategy through Claude Code and its Claude model family. The company has continued improving that area, with Claude Opus 4.8 offering upgrades for coding and other agentic tasks, along with the now-unavailable Mythos and Fable models.
The reshuffle also comes at a time when Google faces increased competition for AI researchers. Gemini co-lead Noam Shazeer recently announced that he was leaving Google for OpenAI, while two other researchers who contributed to Gemini and DeepMind projects are reportedly preparing to join Anthropic.
It remains unclear whether the reorganized team will produce a new public Gemini model or developer product. No release date, team size, or specific performance target has been disclosed.
Source: The Information
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dirtyid
I've accrued around 20000 images of internet randomness, and their disparate file names have finally triggered my OCD. I'm at a complete loss at a practical structure and method for batch sorting and renaming them. My lazy inclination is to rename by creation date, but after meeting people who sort their porn by color and emotion (don't ask) and others with too much time sorting their image collection by subject (i.e. img \bears \ bear tongue \beartonguelong.jpg ), I feel like I should... do better.
If no exiting program can automate this, I think I'm going to have to write or try to convince my developer friend to write a script to determine the RGB value of each picture and rename them as RGB scales so I can search them by rough color ranges. i.e. R24G10B01.jpg for all images with R240-249, G100-109, B 10-19. Maybe too much work for something like this. Either way, I'm just polling to see if there's any organization structures for random pictures I'm not thinking of.
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