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Claude Opus 4.7 Model Card

anthropic.com

11–20 of 88 posts

Re: Claude Opus 4.7 Model Card

#11
Have they effectively communicated what a 20x or 10x Claude subscription actually means? And with Claude 4.7 increasing usage by 1.35x does that mean a 20x plan is now really a 13x plan (no token increase on the subscription) or a 27x plan (more tokens given to compensate for more computer cost) relative to Claude Opus 4.6?

Re: Claude Opus 4.7 Model Card

#12
Dumb question but why are chemical weapons always addressed as a risk with llms? Is the idea that they contain how to make chemical weapons or that they would guide someone on how?

Would there not already be websites that contain that information? How is an llm different, i guess, from some sort of anarchist cookbook thing.

Re: Claude Opus 4.7 Model Card

#14
post #12

Dumb question but why are chemical weapons always addressed as a risk with llms? Is the idea that they contain how to make chemical weapons or that they would guide someone on how? Would there not already be websites that contain that information? How is an llm different, i guess, from some sort of anarchist cookbook thing.

WAG but I wonder if a hijacked LLM could also assist with figuring out how to obtain required materials, not just provide the recipe.

Re: Claude Opus 4.7 Model Card

#16
post #12

Dumb question but why are chemical weapons always addressed as a risk with llms? Is the idea that they contain how to make chemical weapons or that they would guide someone on how? Would there not already be websites that contain that information? How is an llm different, i guess, from some sort of anarchist cookbook thing.

Both. There's the risk of them instructing a user on how to produce a known formulation (the Anarchist Cookbook solution, as you say), which is irritating but not that problematic.

The bigger issue is that they are potentially capable of producing novel formulations capable of producing harm, and guiding someone through this process. That is, consider a world in which someone with malicious desires has access to a model as capable at chemistry / biology as Mythos is at offensive cybersecurity abilities.

This is obviously limited by the fact that the models don't operate in the physical world, but there's plenty of written material out there.

Re: Claude Opus 4.7 Model Card

#17
post #11

Have they effectively communicated what a 20x or 10x Claude subscription actually means? And with Claude 4.7 increasing usage by 1.35x does that mean a 20x plan is now really a 13x plan (no token increase on the subscription) or a 27x plan (more tokens given to compensate for more computer cost) relative to Claude Opus 4.6?

They have communicated it as 5x is 5 x Pro, and 20x is 20 x Pro (I haven’t looked lately so not sure if that’s changed).

They have also repeatedly communicated that the base unit (Pro allotment) is subject to change and does change often.

As far as I can tell, that implies there is no guarantee that those subscriptions get some specific number of tokens per unit of time. It’s not a claim they make.

Re: Claude Opus 4.7 Model Card

#18
post #9
post #4

Haiku not getting an update is becoming telling. I suspect we are reaching a point where the low end models are cannibalizing high end and that isn't going to stop. How will these companies make money in a few years when even the smallest models are amazing?

The Gemma models are at this point. A 31B model that can fit on a consumer card is as good as Sonnet 4.5. I haven't put it through as much on the coding front or tool calling as I have the Claude or GPT models, but for text processing it is on par with the frontier models.

absolutely not on par you're smoking

Re: Claude Opus 4.7 Model Card

#19
post #18
post #9

Earlier quoted context omitted.

The Gemma models are at this point. A 31B model that can fit on a consumer card is as good as Sonnet 4.5. I haven't put it through as much on the coding front or tool calling as I have the Claude or GPT models, but for text processing it is on par with the frontier models.

absolutely not on par you're smoking

Just to be clear, did you notice the parent said 4.5?
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