The AI discussion thread

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Kaido

Elite Member & Kitchen Overlord
Feb 14, 2004
51,890
7,384
136

balloonshark

Diamond Member
Jun 5, 2008
7,224
3,668
136
A swing and a miss from Copilot on this question lol.

WTFAI.jpg
 

RnR_au

Platinum Member
Jun 6, 2021
2,776
6,285
136
uhoh...

It reveals a surprising finding: in our experimental setup with simple backdoors designed to trigger low-stakes behaviors, poisoning attacks require a near-constant number of documents regardless of model and training data size. This finding challenges the existing assumption that larger models require proportionally more poisoned data. Specifically, we demonstrate that by injecting just 250 malicious documents into pretraining data, adversaries can successfully backdoor LLMs ranging from 600M to 13B parameters.
https://www.anthropic.com/research/small-samples-poison
 
  • Wow
Reactions: igor_kavinski

Kaido

Elite Member & Kitchen Overlord
Feb 14, 2004
51,890
7,384
136
Whoooaaaaa this has just democratized animation!!

With LTX Studio, you can generate stylized animated content using prompts, presets, or reference images. Then build a full shot sequence.

LTX Studio is your full creative pipeline.From style to motion, layout to sequencing, you can build entire animated projects in one place.

1. Choose your animation style:

LTX Studio includes built-in animation presets like:

• Anime
• Hand-drawn
• 3D
• 2D Novel

These allow you to quickly lock in a consistent style.

2. OR define your style with a prompt or a reference:

Write a clear prompt that sets the scene. Include subject, environment, lighting, and most importantly, the art style you want the animation to match.

Have a specific visual style in mind? Upload a reference and generate new shots that match the tone, lighting, and composition.

3. Use Multi-reference to create consistency across shots:

Bring together multiple image references to generate a series of shots that share the same look and feel.Perfect for building out your sequence with visual continuity.

4. Add your shots to the Storyboard and animate:

Once your key frames are ready, drop them into the Storyboard.

From there, you can add motion prompts, control the camera, and animate your shots into a full sequence.

 

manly

Lifer
Jan 25, 2000
13,403
4,132
136
TIFU



But Dot Com Bomb 2.0 is incoming...