@Lloyd

Designer, data cruncher, developer. 🏴󠁧󠁢󠁷󠁬󠁳󠁿→🇩🇰

Building and @join_noodle

[@Lloyd @Lloyd]

We had a good run 🫡

[@Lloyd @Lloyd]

@RhysSullivan straight to the docs

I want to be able to do a quick scan to orient myself and jump in wherever makes sense

If I'm sending stuff to an agent it's also just a link to the docs

[@Lloyd @Lloyd]

Hard to bet against cloudflare

[dominik kundel @dkundel]

Codex can now deploy and host websites for you using Sites! 🎉

This includes storage for data and files using D1 and R2 💥

We started rolling out to Business and Enterprise customers before rolling out more broadly.

More details 👇

[@Lloyd @Lloyd]

@staysaasy I've gone back to writing by hand a bunch - trying to be a lot more deliberate about flexing the brain muscles. Similarly, find myself reading a lot more, explicitly trying prioritize time to read & reflect

[@Lloyd @Lloyd]

@Gavel_on_X https://t.co/Otj9wVPsBw - story mapping tool!

[@Lloyd @Lloyd]

@chythram1 would love to make this a one-click Deploy to Cloudflare thing. Would be my first time figuring out how to do that so will keep some notes on friction etc.

One thing I think will be problematic is generating an AI Gateway. That's admin dash only now, right?

[@Lloyd @Lloyd]

I am building a hackable support chat that you can deploy to your own @CloudflareDev account

Durable Objects are killer

[@Lloyd @Lloyd]

Highly recommended tweak to your timeline

[@Lloyd @Lloyd]

@InfoReadKnow @chriswoods @ihtesham2005 Can I hook you up with https://t.co/Rhp53gtrfK to try it out?

[@Lloyd @Lloyd]

@rauchg https://t.co/Otj9wVPsBw - mostly opus 4.5 via cli

[@Lloyd @Lloyd]

Tried using Gemini in Google Sheets to convert a cell F4 from one currency to another in F5 since I couldn't remember the formula

First, it answered in the chat with the wrong exchange rate
Second, it only reached for the live exchange rate `=GOOGLEFINANCE(CURRENCY:GBPDKK)` when prompted by me. Even then it only printed the correct formula back in the chat instead of applying it in F5.

Verdict: Slop

[Nathan Clark @nathanclark_]

it’s in gemini, just create it in ai studio. oh, that’s for your personal google one account. for workspace you need gemini business. no, not gemini advanced, that’s ai pro now. unless you need ai ultra. oh agents? you do that in spark actually. no, not gemini api managed agents, that’s different. for coding use jules. unless you mean the agentic ide, that’s antigravity. no, that’s the old antigravity, download the new one. actually gemini cli is being deprecated, use antigravity cli. no the flash model is smarter than the pro model. unless you need pro. if it’s video, use flow. no, flow uses veo. no, nano banana is images. actually that’s in gemini now. unless you’re in search, then it’s ai mode. no, research is notebooklm. anyway it’s all very simple.

[@Lloyd @Lloyd]

Wow!

[Andrej Karpathy @karpathy]

Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.

[@Lloyd @Lloyd]

@Mike_Andreuzza dry scoop, wash it down instantly to avoid all the grittyness

[@Lloyd @Lloyd]

Britmaxxed this weekend - homemade treacle sponge served swimming in homemade vanilla custard 🤝

[@Lloyd @Lloyd]

@benjitaylor That is sweet. Can we do something like $LON:RR (Rolls Royce) for other exchanges

[sophie @netcapgirl]

b2b sales reps on their 10th email in a row:

[@Lloyd @Lloyd]

Did anyone vibe code a better Fuji camera sync app yet

[@Lloyd @Lloyd]

@benjitaylor any chance you could do something about the bookmarked folder flow? on mobile for example I'd love to be able to tap and hold the bookmark to jump to folder picker

on desktop it is also clunky, multi-step, wait for the toast, click add to folder etc

[BuccoCapital Bloke @buccocapital]

Got a chuckle out of reading Brian’s Coinbase layoff memo where he says every manager will have 15 direct reports and also be an IC

This is what I mean when I say that every tech executive has AI psychosis

[rohit @krishnanrohit]

🚨 New Experiment: Everyone thinks AI firms will look like little companies. A manager model decomposes the task and worker models do subtasks. The manager red-teams, revises, and recombines. A seemingly simple org chart.

But when I ran the experiment, the current in-vogue org setup, manager-subagent, cost 4x more and performed worse than letting a rather simple market do the trick.

I tested 3 ways to organize multiple AI models:
1. Solo: Onefrontier model does everything itself
2. Hub-Spoke: A "manager" model splits tasks, delegates, red-teams, revises
3. Market: Models bid on tasks, winner gets the job, reputation updates

I also tested were 3 types of tasks - Coding, Reasoning and Synthesis.
- Coding required most "global state" management, which the solo model did best at. In future @a1zhang's RLM will probably do even better here
- Reasoning is the hardest to cleanly decompose, and the market worked the best here
- Synthesis too, the market beat hub-spoke as the framing could be ambiguous

The reason is, a hub isn't a "manager" as we know it. It's a model that must somehow know:
- What the subtasks are
- What good recomposition looks like
And if either fails, as it does for complex or not-easily-decomposable tasks, competent workers still produce garbage.

As we move from coding to letting multi-agent systems do work across the entire economy we'll end up with more not-easily-verifiable tasks with ambiguous settings and uncertain payoffs. In those, we won't be able to use the factory approach to get work done.

The Coasean argument is that firms will get smaller, and the smaller firms will transact more, since the organisational premium reduces with AI. But how? Through central hubs, or markets? The fact is, Coase here needs Hayek. Setting up markets is not trivial, as @AndreyFradkin and I looked in our recent paper.

Essay: https://t.co/kK3gMQfbCs