First there was Mamba… now there is Jamba from AI21. This is a model that combines the best non-transformer goodness of Mamba with good ‘ol attention layers. This results in a highly performant and efficient model that AI21 has open sourced! We hear all about it (along with a var … | Continue reading
The 3 Musketeers return! Filippo Valsorda, Roland Shoemaker & Nicola Murino continue their deep-dive conversation with Natalie about Go’s crypto libraries. Also listen to Part 1 and Part 2! | Continue reading
In this episode, Ben Burkert & Chris Stolt join Johhny to explore the ups & downs of trying to get secure local development environments set up, why it’s hard & what you can do about it. | Continue reading
2024 promises to be the year of multi-modal AI, and we are already seeing some amazing things. In this “fully connected” episode, Chris and Daniel explore the new Udio product/service for generating music. Then they dig into the differences between recent multi-modal efforts and … | Continue reading
Daniel & Chris delight in conversation with “the funniest guy in AI”, Demetrios Brinkmann. Together they explore the results of the MLOps Community’s latest survey. They also preview the upcoming AI Quality Conference. | Continue reading
Natalie is joined by Carlos Becker (a Brazil-based software developer who maintains GoReleaser and other OSS software) to discuss how GOOS and GOARCH spark joy. | Continue reading
Felix Geisendörfer & Michael Knyszek join Natalie to discuss Go execution traces: why they’re awesome, common use cases, how they’ve gotten better of late & more. | Continue reading
In this fully connected episode, Daniel & Chris discuss NVIDIA GTC keynote comments from CEO Jensen Huang about teaching kids to code. Then they dive into the notion of “community” in the AI world, before discussing challenges in the adoption of generative AI by non-technical peo … | Continue reading
In this episode Matt, Bill & Jon discuss various debugging techniques for use in both production and development. Bill explains why he doesn’t like his developers to use the debugger and how he prefers to only use techniques available in production. Matt expresses a few counterpo … | Continue reading
Daniel and Chris are out this week, so we’re bringing you conversations all about AI’s complicated relationship to software developers from other Changelog pods: JS Party, Go Time & The Changelog. | Continue reading
In this episode we answer any/all questions from a new Go developer. Features, best practices, quirks of the language… it’s all on the table for discussion. | Continue reading
Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history … | Continue reading
Jumping into a codebase you’re unfamiliar with can be challenging. Are there better & worse ways to go about it? In this episode, Ian gathers a panel (Johnny, Kris & Jon) to discuss the ins & outs of familiarizing yourself with an existing codebase. | Continue reading
Runway is an applied AI research company shaping the next era of art, entertainment & human creativity. Chris sat down with Runway co-founder / CTO, Anastasis Germanidis, to discuss their rise and how it’s defining the future of the creative landscape with its text & image to vid … | Continue reading
While everyone is super hyped about generative AI, computer vision researchers have been working in the background on significant advancements in deep learning architectures. YOLOv9 was just released with some noteworthy advancements relevant to parameter efficient models. In thi … | Continue reading
We’re all thinking about it and wondering if our job is safe from AI. Maybe. Maybe not. In this episode Johnny Boursiquot is joined some industry veterans who have been through multiple innovation cycles to share their insights and advice on this subject. | Continue reading
Recently, we briefly mentioned the concept of “Activation Hacking” in the episode with Karan from Nous Research. In this fully connected episode, Chris and Daniel dive into the details of this model control mechanism, also called “representation engineering”. Of course, they also … | Continue reading
Angelica is joined by the wonderful Anthony Starks to discuss creative coding to create art & visualizations with Go. Anthony is an independent developer/designer interested in data visualization, generative art, building tools & combining art + code. | Continue reading
In the first of a multi-part series, Ian & Johnny are joined by Miriah Peterson & Bryan Boreham to peel back the first layer of the things that matter when it comes to the performance of your Go programs. | Continue reading
Chris & Daniel explore AI in national security with Lt. General Jack Shanahan (USAF, Ret.). The conversation reflects Jack’s unique background as the only senior U.S. military officer responsible for standing up and leading two organizations in the United States Department of Def … | Continue reading
Google has been releasing a ton of new GenAI functionality under the name “Gemini”, and they’ve officially rebranded Bard as Gemini. We take some time to talk through Gemini compared with offerings from OpenAI, Anthropic, Cohere, etc. We also discuss the recent FCC decision to ba … | Continue reading
Our award winning worthy survey game show is back, this time Mat Ryer hosts it live on stage at GopherCon EU Athens 2024! Join and and play along as we see which team can better guess what these GopherCon gophers had to say! | Continue reading
Our “what’s new in Go” correspondent, Carlana Johnson, joins Johnny & Ian to discuss what’s new with the latest iteration of Go in version 1.22. | Continue reading
Nous Research has been pumping out some of the best open access LLMs using SOTA data synthesis techniques. Their Hermes family of models is incredibly popular! In this episode, Karan from Nous talks about the origins of Nous as a distributed collective of LLM researchers. We also … | Continue reading
Angellica is joined by Neil S Primmer & Benji Vesterby to share their experience organizing “Capture the Flag” at GopherCon 2023. CTF events involve teams vying for supremacy as they strive to gather digital flags (presented as strings) and successfully submit them to the competi … | Continue reading
Recently the release of the rabbit r1 device resulted in huge interest in both the device and “Large Action Models” (or LAMs). What is an LAM? Is this something new? Did these models come out of nowhere, or are they related to other things we are already using? Chris and Daniel d … | Continue reading
Small changes in prompts can create large changes in the output behavior of generative AI models. Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for confusion and frustration. Raza and the Humanloop team have been diving into these p … | Continue reading
Over the past 8 years, Go Time has published 300 episodes! In this episode, the panel discusses which ones they loved the most, some current stuff that’s in the works, what struggles the podcast has had & what we’re planning for the future. | Continue reading
Recently, Intel’s Liftoff program for startups and Prediction Guard hosted the first ever “Advent of GenAI” hackathon. 2,000 people from all around the world participated in Generate AI related challenges over 7 days. In this episode, we discuss the hackathon, some of the creativ … | Continue reading
In this episode Matt joins Kris & Jon to discuss Kafka. During their discussion they cover topics like what problems Kafka helps solve, when a company should start considering Kafka, how throwing tech like Kafka at a problem won’t fix everything if there are underlying issues, co … | Continue reading
We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common themes. We also take a moment to look back at 2023 commenting with some distance on a … | Continue reading
Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open source, on-disk, embedded vector search offering. We talk about how their unique … | Continue reading
Filippo Valsorda & Roland Shoemaker from the Go Team return & bring Nicola Murino with them to continue catching us up on what’s new in Go’s crypto libraries. This is everything we didn’t cover + deep dives from Part 1! | Continue reading
The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have create … | Continue reading
In this enlightening episode, we delve deeper than the usual buzz surrounding AI’s perils, focusing instead on the tangible problems emerging from the use of machine learning algorithms across Europe. We explore “suspicion machines” — systems that assign scores to welfare program … | Continue reading
Daniel & Chris conduct a retrospective analysis of the recent OpenAI debacle in which CEO Sam Altman was sacked by the OpenAI board, only to return days later with a new supportive board. The events and people involved are discussed from start to finish along with the potential i … | Continue reading
Shopify recently released a Hugging Face space demonstrating very impressive results for replacing background scenes in product imagery. In this episode, we hear the backstory technical details about this work from Shopify’s Russ Maschmeyer. Along the way we discuss how to come u … | Continue reading
Event-driven systems may not be the go-to solution for everyone because of the challenges they can add. While the system reacting to events published in other parts of the system seem elegant, some of the complexities they bring can be challenging. However, they do offer durabili … | Continue reading
According to Solana Larsen: “Too often, it feels like we have lost control of the internet to the interests of Big Tech, Big Data — and now Big AI.” In the latest season of Mozilla’s IRL podcast (edited by Solana), a number of stories are featured to highlight the trailblazers wh … | Continue reading
Rob Pike says, “Simplicity is the art of hiding complexity.” If that’s true, what is simplicity in the context of writing software in Go? Is it even something we should strive for? Can software be too simple? Ian & Kris discuss with return guest sam boyer. | Continue reading
On Monday, October 30, 2023, the U.S. White House issued its Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence. Two days later, a policy paper was issued by the U.K. government entitled The Bletchley Declaration by Countries Atten … | Continue reading
Filippo Valsorda & Roland Shoemaker from the Go Team sit down with Natalie to catch us up on what’s new in Go’s crypto libraries. No, not that crypto… good ol’ cryptography! | Continue reading
We’re excited to have Tuhin join us on the show once again to talk about self-hosting open access models. Tuhin’s company Baseten specializes in model deployment and monitoring at any scale, and it was a privilege to talk with him about the trends he is seeing in both tooling and … | Continue reading
John Gregory’s GopherCon talk “7 Deadly Gopher Sins” is the ostensible basis of this spooky Go Time episode, but with Mat Ryer at the helm… the only thing to expect is the unexpected. And failed jokes. Expect lots of failed jokes. | Continue reading
It seems like everyone is interested in Rust these days. Even the most popular Python linter, Ruff, isn’t written in Python! It’s written in Rust. But what is the state of training or inferencing deep learning models in Rust? In this episode, we are joined by Nathaniel Simard, th … | Continue reading
Chris & Daniel are out this week, so we’re bringing you a panel discussion from All Things Open 2023 moderated by Jerod Santo (Practical AI producer and co-host of The Changelog) and featuring keynoters Emily Freeman and James Q Quick. | Continue reading
The 10th GopherCon took place the last week of September and it was a blast. In this episode, we’re talking about our experiences at the conference from several different viewpoints. Angelica as a conference organizer, Johnny as an emcee and workshop instructor, Kaylyn as a speak … | Continue reading
What is the model lifecycle like for experimenting with and then deploying generative AI models? Although there are some similarities, this lifecycle differs somewhat from previous data science practices in that models are typically not trained from scratch (or even fine-tuned). … | Continue reading