1: https://x.com/fynnso/status/2034706304875602030

Add to this number another $1.5m/yr in opex, so not sure I’d call such an enterprise wealthy enough to spend those kinds of sums on LLMs an “SMB”.

“I doubt very much if it is possible to teach anyone to understand anything, that is to say, to see how various parts of it relate to all the other parts, to have a model of the structure in one’s mind. We can give other people names, and lists, but we cannot give them our mental structures; they must build their own.” — John Holt

1: https://www.recurse.com/blog/191-developing-our-position-on-...

Or there is too much inertia for IPv8 to overcome to become a truly backwards compatible extension / superset of IPv4?

Part of the reasons for the slow adoption of IPv6 was that it was never designed to be backwards compatible unlike IPv8.

1: https://www.ietf.org/archive/id/draft-thain-ipv8-00.html

Comments URL: https://news.ycombinator.com/item?id=48848805

Points: 1

# Comments: 0

It's important to include the reason aka the why of your task [1] in your prompt. You'll get more mileage if you verbalize your thought process when prompting Fable. Anthropic say you should think of Fable as a "thought partner".

1: https://platform.claude.com/docs/en/build-with-claude/prompt...

2: You might find some of the example prompts listed here useful https://x.com/trq212/status/2073100352921215386

That’s interesting. My understanding is that:

Sol = Sun Terra = Earth Luna = Moon

So it’s a bit surprising that in Toyota’s nomenclature, Terra is the basic trim instead of Luna.

> We have replicated the core claims on Qwen 3.6 27B, and also share preliminary evidence of extending this work by finding abstract "interpretative meta-tokens", like Chinese characters for "what does this mean" that seem to activate and play a causal role on processing ambiguous sentences

See p33 of [1]

Anthropic also released companion code to go with their paper in [2] which also used Qwen. They state that their code should be broadly adaptable to other open weight models with HuggingFace decoders.

[1]: https://www-cdn.anthropic.com/files/4zrzovbb/website/cc4be24...

[2]: https://github.com/anthropics/jacobian-lens

Please post here: https://news.ycombinator.com/item?id=48747975

Previous HN discussion: https://news.ycombinator.com/item?id=47103661

1: 24-core CPU and I can’t move my mouse https://news.ycombinator.com/item?id=14733829

2: https://news.ycombinator.com/item?id=14736498

> Just as a data point - Chrome has more code than the linux kernel -

> It's an operating system (pretending to be a browser).

2. What criteria do such vendors typically require?

For anyone that doesn't get the reference, please start here [1].

1: https://www.chinatalk.media/p/how-to-buy-cheap-claude-tokens...

How did you land on this approach? From someone you learned from or from a seminal book like Mythical Man Month [1]?

> This was true long before AI. With AI the difference is just a lot bigger. It exposes team inefficiencies quite mercilessly. We have a big glaring issue with the current AI tools not being to suitable for usage by multiple users. All interactions are one on one. Which means hand offs between tools and people are bottle necked on people communicating with each other. So, any issues there with people delaying, gate keeping, etc. become very visible.

Shopify has also struggled with this and their solution is two-fold: move everything inside a monorepo they call World [2]. The do a number of things to make things legible for AI agents like e.g. having a comprehensive CI/CD system in place, documenting tribal knowledge in AGENTS.md which in aggregate turn out to also be good for humans new to the monorepo.

Then, they built an internal AI agent on top of this monorepo process that is useable from Slack. They call the AI agent River [3] and in this system all chatbot exchanges are public by default.

1: Fred Books was one of the first to point out that adding another team member to speed up a late project will produce the inverse effect of making that project later (because of coordination tax).

2: https://shopify.engineering/under-the-river

3: https://x.com/tobi/status/2053121182044451016

1: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c3...

You were likely thinking of AI accelerator startup Taalas.

Previous HN discussion: https://news.ycombinator.com/item?id=47086181

How do you explain this $1,000 monitor stand [1]?

Or its iPhone "carry bag" collaboration with ISSEY MIYAKE retailing at $149.95 to $229.95 aka the iPhone Pocket [2]?

1: https://www.cnet.com/tech/computing/wwdc-2019-craziest-revea...

2: https://www.apple.com/ng/newsroom/2025/11/introducing-iphone...