Everything Alexander Embiricos said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Embiricos: Scaffolding-heavy AI agents are limited by developers' mental capacity
“A lot of, like, agents that I see are really impressive, but it's basically, like, part of what's impressive is it's like a bunch of developers building this, like, really bespoke state machine around a bunch of, like, short model calls, and so then the upper …”
Embiricos: Benchmark-Passing SWE Agent Outputs Are Often Unmergeable in Practice
“Because if you look at a lot of, like, Sweebench passing, like, outputs from, like, an agent, they're not really, like, PRs that you would merge, because, like, the code style might be, like, different. Like, it works, but the code style is different.”
Embiricos: Majority of Future Code May Be Written by Parallel AI Agents
“In, in a future world that we imagine where actually you know, maybe the majority of code is actually being written by agents that we're delegating to, you know, doing tasks in parallel. It becomes, like, critically important that you can actually, like, integ…”
Embiricos: Specialized domain training yields outsized returns in general models
“If you can, like, build, do something very specific for, like, a specific purpose, actually, when you bring that and you bring it into the generalized model, like, you might even get outsized returns on that. Because there's, like, transfer from all these diff…”
Embiricos: OpenAI open-sourced Codex CLI to standardize agent safety
“Part of why we made the Codex CLI open source is, like, a lot of problems, like, safety issues that you need to figure out for how to deploy these things safely, and no one should have to figure these out, like, more than once. So, that's why we went for, like…”
Embiricos: The best Codex users spend 30 seconds max prompt crafting
“The way we see people who, like, love Codex the most using it is they don't, they think for, like, maybe 30 seconds max about their prompt. It's just like, oh, I have this idea, like, boom. Oh, like, there's this thing I wanna do, like, boom. Oh, like, I just …”
Embiricos: Clean architecture is more important than ever with AI agents
“Good architecture is like even more important than ever. And like, I guess the fun thing is like for now, that's something that humans are really good at. So like, you know, kind of good, you know, important for the software engineers to do their job.”
Embiricos: OpenAI Prioritizing Multimodal Inputs and Tool Integration for Codex
“Some of the items that are top of mind for me are, like, multimodal inputs. You know, we've talked, yeah, I know you find that, right? Yeah, like, another, another example would be, like, you know, just giving it a little bit more access to the world. You know…”
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