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Holy hell--you can rent a 32GB M5 MacBook Air for $33 a month.

You can stick that in your closet for one hell of an agent playground.

A standard $33 server has trash specs by comparison.


Seems solid. Though it’ll have to be mostly idle. The air doesn’t dissipate heat all that well

A shared vps with 8 core 9950x3d and 32gb of ram is twice that

A 9950x3d has about double the multi-core performance though: https://browser.geekbench.com/v7/cpu/compare/53883?baseline=...

This is dangerous.

You're sending your context to someone's relay in plain text and loading it in plain text.


Don't worry, they pinky promise not to save anything.

Isn't saving it kind of the point?

A friend recently showed off a security scan Kimi did that Claude refused. I noticed the writing sounded uncannily like Claude. I decided to chat with it to see if the distillation claims had any merit.

So I messaged Kimi on Fireworks with "Hi Kimi!" and K3 responded: "Quick heads-up - I'm actually Claude, an Al assistant made by Anthropic, not Kimi. But hello all the same!"



From your article: "It seems likely that previous frontier models might have contributed to Kimi"


> contributed

Model distillation is rational, prudent, and efficient, whenever feasible, but distillation alone is insufficient for model evolution.


Unless Apple figures out AI software execution and opens up their walled garden a bit, their hardware edge won't matter.

In 2020 I could write audio apps that worked incredibly well on a Pixel: despite LLMs! I still can get Siri to put tasks in the right todo app 70% of the time.

I updated to iOS 27 beta hoping something had changed, but nope: the biggest change is a massive black orb search bar.


Is there any reason they shouldn't be the same?

How does this even get on the front page?


The whitehouse.gov item is quite the blast from the past:

https://fontsinuse.com/uses/78453/the-typography-of-whitehou...


Good article. Too preachy.

In what way? seems quite balanced and sums up what the designers wanted to get across for each revision

The framing of certain developments. For example,

>A [Trump admin] holding page ... still used Hoefler fonts – the uprightness from the previous [Obama] administration had apparently not abated.

as well as other instances wherein the author's account feels molded to signal the badness of Trump. This is in spite of what is, in my opinion, the more intriguing subtext at this point in the article: that the White House designers had acted purposefully incompetent in their service of the Trump admin (this the author hints at).

The article was otherwise enjoyable.


great article!

You can be stupefied and also pessimistic.

More practically, society should be reimagined around AI. You're comment presumes an outcome that will be politically determined: you can still fight for the world you want.


This is actually simpler to implement. You can have a AGENTS.md describing who is boot at what and then you have the agents converse over tmux.

Anthropic offered ZDR for Fable on AWS bedrock from the beginning.

Really? I was unable to use it in our account without having to enable the provider_data_share setting...

From the docs[0]:

> To use this model, you must opt in to provider data sharing by setting your data retention mode to provider_data_share via the Data Retention API

0: https://docs.aws.amazon.com/bedrock/latest/userguide/model-c...


Yes. You need ZDR at the account level first. Contact your AWS rep.

I have done this a few times for customer deployments.


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