API

also referred to as: apis

15 statements across 13 episodes · 8 bullish · 3 bearish · 12 people on the record · first statement Mar 27, 2024 by David Luan · across every show →

Everything said about API, oldest first

Mar 27, 2024
Insight
Real-world computer workflows with end-to-end API coverage are close to zero
“If you go itemize out the number of things you want to do on your computer for which every step has an API those numbers of workflows add up pretty close to zero.”
David Luan Mar 27, 2024 ▶ 31:53 Why Google failed to make GPT-3 -- with David Luan of Adept
Sep 17, 2024 positive
Opinion
OpenAI's API is its broadest vehicle for distributing AGI
“So I believe that the API is kind of our broadest vehicle for distributing AGI. You know, we're building some first party products, but they'll never reach every niche in the world and kind of every corner in community.”
Michelle Pokrass Sep 17, 2024 ▶ 47:41 Building AGI with OpenAI's Structured Outputs API
Nov 15, 2024 positive
Insight
Crivello: Tasks capable of using APIs must stay API-driven over computer use
“My philosophy about it is anything that can be done with an API must be done by an API or should be done by an API for a very long time.”
Florent Crivello Nov 15, 2024 ▶ 38:16 Agents @ Work: Lindy.ai (with live demo!)
Nov 28, 2024 neutral
Prediction Not checkable as stated
Swyx: APIs serve high-volume tasks while computer use handles the long tail
“I think there could be a separation between maybe like the high volume use cases you want APIs and then the long tail you want computer use.”
Shawn Wang Nov 28, 2024 ▶ 54:49 The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic
Dec 25, 2024 positive
Assertion Supported
Neubig: Web Agents Achieve Much Higher Accuracy Using APIs Over UIs
“We had a paper on API based web agents. And basically what we showed is if you take a web agent and the agent interacts not with a website, but with APIs, the accuracy goes way up just because APIs are way easier to interact with.”
Graham Neubig Dec 25, 2024 ▶ 28:06 Best of 2024 in Agents (from #1 on SWE-Bench Full, Prof. Graham Neubig of OpenHands/AllHands)
Dec 25, 2024 positive
Insight
Neubig: Arbitrary Python Execution Beats Individual Agent Tool Calls
“And the method that we adopt in open hands instead is we provide these tools, but we provide them by just giving a coding agent the ability to call arbitrary Python code. And in the arbitrary Python code, it can call these tools. We expose these tools as APIs …”
Graham Neubig Dec 25, 2024 ▶ 8:21 Best of 2024 in Agents (from #1 on SWE-Bench Full, Prof. Graham Neubig of OpenHands/AllHands)
Dec 25, 2024 bearish
Assertion Not checkable as stated
Neubig: Most APIs Lack The Fine-Grained Authentication Needed For Agents
“For other things, they're totally not prepared to give that sort of fine-grained control. Like, most APIs don't have something like a fine-grained authentication token, and that goes into my, like, comment that we're gonna need to prepare the world for agents,…”
Graham Neubig Dec 25, 2024 ▶ 49:23 Best of 2024 in Agents (from #1 on SWE-Bench Full, Prof. Graham Neubig of OpenHands/AllHands)
Feb 17, 2025 negative
Assertion Partly supported
Wang: Wearable competitors Friend AI and Limitless AI lack developer APIs
“Real friend doesn't have an API and then limitless also doesn't have an API.”
Shawn Wang Feb 17, 2025 ▶ 22:24 Bee AI: The Wearable Ambient Agent
Feb 26, 2025 neutral
Assertion Supported
Mann: Raycast AI Extensions operate via OAuth and APIs, not computer use
“So this is primarily like using like OAuth and then doing API calls and then developers basically can expose those information to our AI and then we're picking it up and composing those information together.”
Thomas Paul Mann Feb 26, 2025 ▶ 5:35 Raycast: Your AI Automation Assistant
Feb 28, 2025 bullish
Prediction Not checkable as stated
Klein: AI agents will use existing web interfaces instead of rebuilding APIs
“The thing that's hard is like reinventing the internet for agents. We don't want to rebuild the internet. That's an impossible task. And I think people often say like, well, we'll have this second layer of APIs built for agents. I'm like, we will for the top u…”
Paul Klein Feb 28, 2025 ▶ 27:31 Browserbase: Browser Infrastructure For Your AI Agents
Jul 28, 2025 positive
Insight
Mohan: AI startups should bootstrap on existing APIs unless fine-tuning on large datasets
“Unless you are, you probably should always bootstrap on top of an existing API, right? Because like, even if you were to, the only reason why we didn't is because we knew that this product was actually buildable. Probably if we worked hard enough to train a mo…”
Varun Mohan Jul 28, 2025 ▶ 19:08 🕰️ The Oral History of Windsurf (ft. Varun Mohan, Scott Wu, Jeff Wang, Kevin Hou, Anshul R)
Jul 31, 2025 negative
Opinion
Lambert: The local model community is much smaller than assumed
“Like the local modeling community, I think is much smaller than people give it credit for, because most of the use for open models is still in APIs.”
Nathan Lambert Jul 31, 2025 ▶ 1:09:26 The RLVR Revolution — with Nathan Lambert (AI2, Interconnects.ai)
Dec 26, 2025
Insight
Fioca: Raw frontier models resemble new PhD hires needing explicit job prompts
“I like to think of it as like we have, I mean, people say it's a PhD in, in an API, right? But you, if you know, you hire a PhD student, they don't know how to do the job. You have to give them a job description. Okay. That's a prompt, right? So now you have y…”
Brian Fioca Dec 26, 2025 ▶ 18:30 ⚡️GPT5-Codex-Max: Training Agents with Personality, Tools & Trust — Brian Fioca + Bill Chen, OpenAI
Mar 5, 2026 bullish
Prediction Not checkable as stated
Levie: DevRel is surging to help autonomous AI agents discover APIs
“DevRel is hot, like the hottest thing of all time right now. I like, if you could produce a fricking factory of DevRel people, like there's just like unlimited jobs right now on the other end of that. Cause we're gonna, everybody needs their Services and APIs …”
Aaron Levie Mar 5, 2026 ▶ 1:10:19 Why Every Agent Needs a Box — Aaron Levie, Box
Mar 8, 2026 positive
Insight
LLMs favor CLI tools over APIs due to massive pre-training data volumes
“I think that in pre-training, there's just an enormous amount of command line data. Like even let's ignore, let's like, let's ignore RL. Like you're doing no harness post training. Just the amount of like CLI versus API documentation for just like navigating t…”
Kyle Kranen Mar 8, 2026 ▶ 1:10:19 Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
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