aray07

11 ms·

31.
by aray07 4mo ago
i have never seen this before - where you offer something and then take that away
32.
Why images use 3x more tokens in Claude Opus 4.7(claudecodecamp.com)
3 points by aray07 5mo ago|0 comments
33.
Images cost 3x more in Opus 4.7(claudecodecamp.com)
2 points by aray07 5mo ago|0 comments
34.
by aray07 5mo ago
Came to a similar conclusion after running a bunch of tests on the new tokenizer It was on the higher end of Anthropics range - closer to 30-40% more tokens https://www.claudecodecamp.com/p/i-measured-claude-4-7-s-new..
35.
by aray07 5mo ago
yeah thats the part that is unclear to me as well - if our usage capacity is now going to run out faster.
36.
by aray07 5mo ago
im running some experiments on this but based on what i have seen on my own personal data - I dont think this is true "given that Opus 4.7 on Low thinking is strictly better than Opus 4.6 on Medium, etc., etc.” Opus 4.7 in general is m
37.
by aray07 5mo ago
effort level is separate from tokenization. Tokenization impacts you the same regardless. I find 5 thinking levels to be super confusing - I dont really get why they went from 3 -> 5
38.
by aray07 5mo ago
i think the new qwen models are supposed to be good based on some the articles that i read
39.
by aray07 5mo ago
anthropic’s pricing is all based on token usage https://platform.claude.com/docs/en/about-claude/pricing So if you are generating more tokens, you are eating up your usage faster
40.
by aray07 5mo ago
are you okay with paying more for your services without any perceived improvement in the service itself?
41.
by aray07 5mo ago
yeah thats is my biggest issue - im okay with paying 20-30% more but what is the ROI? i dont see an equivalent improvement in performance. Anthropic hasnt published any data around what these improvements are - just some vague “better instr
42.
by aray07 5mo ago
isn’t caveman a joke? why would you use it for real work?
43.
by aray07 5mo ago
yeah opus 4.7 feels a lot more verbose - i think they changed the system prompt and removed instructions to be terse in its responses
44.
by aray07 5mo ago
yeah similar for me - it uses a bunch more tokens and I haven’t been able to tell the ROI in terms of better instruction following it seems to hallucinate a bit more (anecdotal)
45.
by aray07 5mo ago
yeah i am still not clear why there are 5 effort modes now on top of more expensive tokenization
46.
Measuring Claude 4.7's tokenizer costs(claudecodecamp.com)
714 points by aray07 5mo ago|498 comments
47.
by aray07 5mo ago
good point - i analyzed text tokenization. will run some experiments to see how visual tokenization has changed
48.
Claude Opus 4.7's new tokenizer: 1.47x on English, 1.01x on Chinese(claudecodecamp.com)
4 points by aray07 5mo ago|2 comments
49.
Verification Is the Next Bottleneck in AI-Assisted Development(opslane.com)
6 points by aray07 6mo ago|2 comments
50.
Claude Code's sandbox.denyRead doesn't stop the Read tool(claudecodecamp.com)
4 points by aray07 6mo ago|0 comments
51.
I Tried to Reverse Engineer Claude Code's Usage Limits(claudecodecamp.com)
3 points by aray07 6mo ago|0 comments
52.
Show HN: I tried to reverse engineer Claude Code usage limits(github.com)
5 points by aray07 6mo ago|0 comments
53.
by aray07 6mo ago
Yeah this is a bit crazy and not surprising at all. The limits have always been opaque and you never know when they change. I started building an open-source local proxy that logs every rate-limit header Claude Code sends. I am using it to
54.
You shouldn't use ultrathink in Claude Code(claudecodecamp.com)
3 points by aray07 6mo ago|0 comments
55.
High Agency(highagency.com)
2 points by aray07 6mo ago|0 comments
56.
by aray07 6mo ago
you can choose your own model in claude code and it generally defaults to Opus
57.
Claude Code's System Prompt(claudecodecamp.com)
3 points by aray07 6mo ago|0 comments
58.
I Can't Stop Running Claude Code Sessions(claudecodecamp.com)
4 points by aray07 6mo ago|0 comments
59.
by aray07 6mo ago
Yeah - its definitely a new way of working and getting used to!
60.
I Take My Laptop to the Gym So Claude Doesn't Have Downtime(claudecodecamp.com)
3 points by aray07 6mo ago|2 comments

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