Dylan Fox

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

Yeah. So our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Yeah. So our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Okay, we're here in the breaks. I'm here with Firas Bukidji, founder and CEO of Socket.dev. So Firas, you put out this fire post recently on X. And I'm going to paraphrase. You say the XZ package backdoor was just the tip of the iceberg. Give me just a peek behind the scenes of this incident and what you mean by it's just the tip of the iceberg.

Okay, we're here in the breaks. I'm here with Firas Bukidji, founder and CEO of Socket.dev. So Firas, you put out this fire post recently on X. And I'm going to paraphrase. You say the XZ package backdoor was just the tip of the iceberg. Give me just a peek behind the scenes of this incident and what you mean by it's just the tip of the iceberg.

Very cool. So Dylan, one thing I love is this playground you have. You can go there, assemblyai.com slash playground, and you can just play around with all the things that is assembly. Is this the recommended path? Is this the try before you buy experience? people do?

Very cool. So Dylan, one thing I love is this playground you have. You can go there, assemblyai.com slash playground, and you can just play around with all the things that is assembly. Is this the recommended path? Is this the try before you buy experience? people do?

Okay, friends, go to socket.dev. Security dependencies. Socket is on the front lines of securing the open source ecosystem. They're a developer-first security platform that protects your code from both vulnerable and malicious dependencies. Install the GitHub app or book a demo. Again, socket.dev. That's S-O-C-K-E-T dot dev.

Okay, friends, go to socket.dev. Security dependencies. Socket is on the front lines of securing the open source ecosystem. They're a developer-first security platform that protects your code from both vulnerable and malicious dependencies. Install the GitHub app or book a demo. Again, socket.dev. That's S-O-C-K-E-T dot dev.

okay so bringing postgres to more developers i'm a big fan of that we love postgres here at changelog a lot of developers feel like the main choice or a primary choice for them is amazon web services aws right no one gets fired for using amazon web services but suit base is build no weekend scale to billions what's your vantage point on this as cto of super base

okay so bringing postgres to more developers i'm a big fan of that we love postgres here at changelog a lot of developers feel like the main choice or a primary choice for them is amazon web services aws right no one gets fired for using amazon web services but suit base is build no weekend scale to billions what's your vantage point on this as cto of super base

Well, Superbase is open source. You can self-host it if you want to. It is Postgres for life. It is open source for life. Authentication, instant APIs, edge functions, real-time subscriptions, storage, vector embeddings, things for AI. It's got it all. And no servers managed by you. Just build your app, build it in a weekend, scale to billions as you grow.

Well, Superbase is open source. You can self-host it if you want to. It is Postgres for life. It is open source for life. Authentication, instant APIs, edge functions, real-time subscriptions, storage, vector embeddings, things for AI. It's got it all. And no servers managed by you. Just build your app, build it in a weekend, scale to billions as you grow.

Learn more about their recent launch week at superbase.com slash launch week or go to superbase.com and get started. Once again, superbase.com. That's S-U-P-A-B-A-S-E dot com.

Learn more about their recent launch week at superbase.com slash launch week or go to superbase.com and get started. Once again, superbase.com. That's S-U-P-A-B-A-S-E dot com.

Okay. Constantly updated speech AI models at your fingertips. Well, at your API fingertips, that is. A good next step is to go to their playground. You can test out their models for free right there in the browser, or you can get started with a $50 credit at assemblyai.com slash practical AI. Again, that's assemblyai.com slash practical AI.

Okay. Constantly updated speech AI models at your fingertips. Well, at your API fingertips, that is. A good next step is to go to their playground. You can test out their models for free right there in the browser, or you can get started with a $50 credit at assemblyai.com slash practical AI. Again, that's assemblyai.com slash practical AI.

Well, our friends over at Speakeasy have the complete platform for API developer experience. They can generate SDKs, Terraform providers, API testing, docs, and more. And they just released a new version of their Python SDK generation that's optimized for anyone building an AI API.

Well, our friends over at Speakeasy have the complete platform for API developer experience. They can generate SDKs, Terraform providers, API testing, docs, and more. And they just released a new version of their Python SDK generation that's optimized for anyone building an AI API.

Every Python SDK comes with Pydantic models for request and response objects and HTTPX client for async and synchronous method calls and support for server sent events as well. Speakeasy is everything you need to give your Python users an amazing experience integrating with your API. Learn more at speakeasy.com slash Python. Again, speakeasy.com slash Python.

Every Python SDK comes with Pydantic models for request and response objects and HTTPX client for async and synchronous method calls and support for server sent events as well. Speakeasy is everything you need to give your Python users an amazing experience integrating with your API. Learn more at speakeasy.com slash Python. Again, speakeasy.com slash Python.

What's up, friends? I'm here with a new friend of ours over at Assembly AI, founder and CEO Dylan Fox. Dylan, tell me about Universal One. This is the newest, most powerful speech AI model to date. You released this recently. Tell me more.

What's up, friends? I'm here with a new friend of ours over at Assembly AI, founder and CEO Dylan Fox. Dylan, tell me about Universal One. This is the newest, most powerful speech AI model to date. You released this recently. Tell me more.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Yeah.

Yeah.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Yeah.

Yeah.

Yeah. So our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Yeah. So our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. start writing code start integrating our sdks into your code to start leveraging our models and all our tech via our sdks instead okay constantly updated speech am models at your fingertips well at your api fingertips that is

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. start writing code start integrating our sdks into your code to start leveraging our models and all our tech via our sdks instead okay constantly updated speech am models at your fingertips well at your api fingertips that is

9,900,000.

9,900,000.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort. That really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort. That really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

experience what can people do yeah so our playground is a gui experience over the api that's free you can just go to it on our website assemblyai.com playground you drop in an audio file you can talk to the play around and it's a way to in a no code environment interact with our models interact with our api to see what our models and what our api can do without having to write any code then once you see what the models can do and you're ready to start building with the api you can quickly transition to the api docs

experience what can people do yeah so our playground is a gui experience over the api that's free you can just go to it on our website assemblyai.com playground you drop in an audio file you can talk to the play around and it's a way to in a no code environment interact with our models interact with our api to see what our models and what our api can do without having to write any code then once you see what the models can do and you're ready to start building with the api you can quickly transition to the api docs

Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

So universal one is our flagship industry leading model for speech to text and various other speech understanding tasks. So it was about a year long effort. That really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large-scale speech AI models.

So universal one is our flagship industry leading model for speech to text and various other speech understanding tasks. So it was about a year long effort. That really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large-scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

So Universal One is our flagship industry leading model for speech to text and various other speech understanding tasks. So it's about a year long effort that really is the culmination of like the years that we've spent building infrastructure and tooling at assembly to even train large scale speech AI models.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

It was trained on about 12 and a half million hours of voice data, multilingual, super wide range of domains and sources of audio data. So it's super robust model.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

We're seeing developers use it for extremely high accuracy, low cost, super fast speech to text and speech understanding tasks within their products, within automations, within workflows that they're building at their companies or within their products.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Yeah, so our Playground is a GUI experience over the API that's free. You can just go to it on our website, assemblyai.com slash Playground. You drop in an audio file, you can talk to the Playground. And it's a way to, in a no-code environment, interact with our models, interact with our API to see what our models and what our API can do without having to write any code.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.

Then once you see what the models can do and you're ready to start building with the API, you can quickly transition to the API docs. Start writing code, start integrating our SDKs into your code to start leveraging our models and all our tech via our SDKs instead.