Answer.ai

company on 3 shows · 22 statements across 4 episodes · said 43 times in 5 episodes since 2024

Latent Space 20 the MAD Podcast 18 Mixergy 5

Mentions by year, every show

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Latent Space 20the MAD Podcast 18Mixergy 5

2026 4 mentions in 1 episode
2025 23 mentions in 3 episodes 8 per episode
2024 16 mentions in 1 episode

every mention on every show, scene by scene, with the transcript →

22 statements about Answer.ai, every show

MIXERGY Insight
Ries: Correcting LLM errors in-chat increases likelihood of bad outputs
“And that has to do with the mechanics of the attention mechanism. As the contracts gets larger, you're literally spreading the attention over more and more and more data. But also, it's learning from all the bad examples it gave. So it's actually much more lik…”
Eric Ries May 30, 2026 ▶ 28:23 #2307 Eric Ries: Why Anthropic Won and How To Build Incurruptible companies
LATENT SPACE Disclosure
Ries: Answer.AI will never need more than 12 employees in total
“I can remember where I was when Jeremy told me, by the way, he doesn't think the company will ever need more than 12 employees. And I was like, oh sure, you mean like this month, you know, but it's like, no, over its entire life.”
Eric Ries Oct 2, 2025 ▶ 3:43 The antidote to AI fatigue — Answer.ai Solveit
LATENT SPACE Assertion Not checkable as stated
Howard: Answer.AI runs fully in-house stack without AWS or Google Cloud
“This group of, which has averaged about 10 to 12 people, currently nine, I think, have built a pretty Transformational and complex piece of software, which we can do a quick demo of later if you're interested. Using a complete web application development platf…”
Jeremy Howard Oct 2, 2025 ▶ 4:28 The antidote to AI fatigue — Answer.ai Solveit
LATENT SPACE Assertion Not checkable as stated
Howard: Answer.AI built its own AI-powered legal and accounting firm
“Built our own fully integrated professional services firm providing legal accounting, bookkeeping. They're all using Solvert, by the way. They're all using our AI. And we were their first client, so all of our back office and everything is being done by a comp…”
Jeremy Howard Oct 2, 2025 ▶ 5:04 The antidote to AI fatigue — Answer.ai Solveit
LATENT SPACE Assertion Not checkable as stated
Howard: Answer.ai makes adding LLM tools easier than any existing system
“We've made it easier to add tools to the LLM than anything exists in the world. Literally any Python function that you put right there in that system is immediately a tool”
Jeremy Howard Oct 2, 2025 ▶ 8:52 The antidote to AI fatigue — Answer.ai Solveit
LATENT SPACE Disclosure
Howard: Solveit provisions a persistent Linux container for every chat
“Behind the scenes, we've actually launched a persistent Linux Docker container for you and attached it to a unique URL for you. And so you actually now have your own computer. It's basically a VPS that you're now running this in. And so you can install softwar…”
Jeremy Howard Oct 2, 2025 ▶ 11:50 The antidote to AI fatigue — Answer.ai Solveit
Howard: Effective AI tooling requires symmetric visibility between user and model
“A key fundamental Thing of, like, basically all the AI work we do now is we realized that AI must be able to see everything that we can see exactly like we see it, and vice versa. We need to be able to see everything that the AI can see.”
Jeremy Howard Oct 2, 2025 ▶ 18:12 The antidote to AI fatigue — Answer.ai Solveit
LATENT SPACE Disclosure
Howard: Answer.ai is building an API to convert video discussions into text
“We're kind of building an API around this. We want to make this available, not just in Solvert, but for anybody to turn their discussions, their videos, their interviews into very, very high quality text outputs.”
Jeremy Howard Oct 2, 2025 ▶ 47:13 The antidote to AI fatigue — Answer.ai Solveit
MAD Opinion
Howard: Answer.ai has completely diverged from mainstream academic AI research
“Quickly realized, actually, we've gotten so far off the, you know, academic normal research check now that No one cares about anything we care about on the whole and vice versa.”
Jeremy Howard May 15, 2025 ▶ 2:20 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Disclosure
Jeremy Howard: Two of Answer.ai's three production models are open source
“Two of the three models that we rely on in our day-to-day production stuff are open source.”
Jeremy Howard May 15, 2025 ▶ 3:25 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Disclosure
Howard: Answer.ai is an Edison-inspired R&D lab, not a research lab
“So it's definitely not a research lab. This might sound minor, but it's an R and D lab, but they feel and look extremely different as was Edison's Menlo Park lab was an R and D lab.”
Jeremy Howard May 15, 2025 ▶ 23:29 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Disclosure
Answer.ai raised $8 million from angel investors
“And then another eight from Angels.”
Jeremy Howard May 15, 2025 ▶ 28:28 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Disclosure
Answer.ai has 14 employees but aims to operate with only 12
“Yeah, maybe 14 now. 14 We're kind of aiming to be around 12. There was a couple of people we found we couldn't say no to.”
Jeremy Howard May 15, 2025 ▶ 29:50 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Insight
Jeremy Howard: Humans and AI produce better results collaborating in shared environments
“Humans and computers work better together than separately, and then there are various things that kind of come out of that, and one key one, for example, is that the human and the computer should be able to see all of each other's work and be operating in the …”
Jeremy Howard May 15, 2025 ▶ 30:50 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Opinion
Howard: Answer.ai team uses AI at a more advanced level than anyone else
“Definitely I feel like we are more, I can tell we're more advanced users of AI than anybody else, because people can keep complaining about all the problems with AI, and I'm always like, I don't have any of those problems, you know.”
Jeremy Howard May 15, 2025 ▶ 37:37 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Prediction Not checkable as stated
Howard: Answer.ai aims to launch 5,000 successful products with 14 people
“If we're going to have 12 to 14 people create five to 10,000 extremely commercially successful products, we're going to have to be extremely efficient, you know, at every level.”
Jeremy Howard May 15, 2025 ▶ 45:05 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
MAD Disclosure
Howard: Answer.ai operates with no offices, roles, or professional managers
“We're not going to have offices and departments. We don't, you know, we don't have any roles. We don't have any professional managers.”
Jeremy Howard May 15, 2025 ▶ 51:01 Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
LATENT SPACE Disclosure
Howard: Answer.ai required angel investors to commit to long-term voting principles
“When we did our second round, which was an angel round, we had everybody invest through a long-term SBV, which we set up. Where everybody had to agree to vote in line with long-term value principles.”
Jeremy Howard Aug 17, 2024 ▶ 11:05 Answer.ai & AI Magic with Jeremy Howard
LATENT SPACE Assertion Not checkable as stated
Howard: 80% of top unique creators have unconventional or non-mainstream backgrounds
“Like, 80% of the time, I find out the person has a really unusual background. So, like, often they'll have, like, either they, like, came from poverty and, like, didn't get an opportunity to go to good school, or they, like, you know, had dyslexia and, you kno…”
Jeremy Howard Aug 17, 2024 ▶ 15:43 Answer.ai & AI Magic with Jeremy Howard
LATENT SPACE Disclosure
Howard: Answer.ai operates with no managers and zero corporate hierarchy
“We don't have any managers. We don't have any hierarchy from that point of view. So, for example, I'm not a manager, which means I don't get to tell people what to do or how to do it or when to do it.”
Jeremy Howard Aug 17, 2024 ▶ 19:28 Answer.ai & AI Magic with Jeremy Howard
Howard: Developers should distribute merged adapters rather than merged models
“To explain, it's not that you shouldn't merge models, it's that you shouldn't be distributing a merged model. You should distribute it a merged adapter. 99% of the time. And actually often, one of the best things happening in the model merging world is actuall…”
Jeremy Howard Aug 17, 2024 ▶ 46:26 Answer.ai & AI Magic with Jeremy Howard
LATENT SPACE Disclosure
Howard: Answer.ai aims to build thousands of products with 12 people
“We want to create thousands of Commercially successful products at Answer.ai. And we want to do that with like, 12 people.”
Jeremy Howard Aug 17, 2024 ▶ 48:07 Answer.ai & AI Magic with Jeremy Howard

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