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Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, de ...
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2 Broke Twimbos

Phil Chard & Danny that Guy

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What do you get when you combine two Zimbabweans with absolutely no financial muscle nor any real life influence? When all they possess is body odour & Twitter accounts? Welcome to 2 Broke Twimbos.
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Rara-Twimee

ratih susilawati

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Hai. Aku Rara. Aku seneng banget baca buku. Hehe aku pengen buat episode hal-hal menarik dari buku-buku yang ku baca. Ohya dan juga bisa jadi episode isi dari suara hatiku. Jadi ga melulu tentang buku yaaaa
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Today, we're joined by Byron Cook, VP and distinguished scientist in the Automated Reasoning Group at AWS to dig into the underlying technology behind the newly announced Automated Reasoning Checks feature of Amazon Bedrock Guardrails. Automated Reasoning Checks uses mathematical proofs to help LLM users safeguard against hallucinations. We explore…
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The episode they've been clamouring for is finally here! The 2 Broke Twimbos link up for the breakdown of that new Kendrick, an analysis of the Drake lawsuit, and there's even a Wrapped for you to judge. Enjoy! Subscribe and listen to 2 Broke Twimbos everywhere podcasts are available and keep up with all things 2BT via this link: 2BT Link Please ra…
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Today, we're joined by Arash Behboodi, director of engineering at Qualcomm AI Research to discuss the papers and workshops Qualcomm will be presenting at this year’s NeurIPS conference. We dig into the challenges and opportunities presented by differentiable simulation in wireless systems, the sciences, and beyond. We also explore recent work that …
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Early drop to make up for the missed week! The Twimbos are back with a fresh new episode, featuring frontline accounts from Nitefreak at Hinde, in-depth reports from Kigali, expert analysis of Sakhile Dube and Chidimma Adetshina's performances at Miss Universe, and shrewd diplomacy in their takes on the South African Mining standoff and El Salvador…
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Today, we're joined by Shirley Wu, senior director of software engineering at Juniper Networks to discuss how machine learning and artificial intelligence are transforming network management. We explore various use cases where AI and ML are applied to enhance the quality, performance, and efficiency of networks across Juniper’s customers, including…
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Today, we're joined by Jason Liu, freelance AI consultant, advisor, and creator of the Instructor library to discuss all things retrieval-augmented generation (RAG). We dig into the tactical and strategic challenges companies face with their RAG system, the different signs Jason looks for to identify looming problems, the issues he most commonly en…
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So much news. Too much news. Dan & Phil return for another episode of the only podcast to not have Kamala or Donald on it in 2024. The boys talk the US Election and lessons learnt, they look with disgust at Equatorial Guinea, and they get into their nerdy bag to talk DC Comics announcement of Aaron Pierre as John Stewart Green Lantern, and more stu…
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Today we're joined by Sunil Mallya, CTO and co-founder of Flip AI. We discuss Flip’s incident debugging system for DevOps, which was built using a custom mixture of experts (MoE) large language model (LLM) trained on a novel "CoMELT" observability dataset which combines traditional MELT data—metrics, events, logs, and traces—with code to efficientl…
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The boys are back! Dan & Phil sit and catch up on a bunch of stuff, they celebrate Zimbabweans opening for Coldplay in Australia, their great experience at the 263 Culture Fest, some stuff about the American election and even touch on Chris Brown's concert in South Africa. It's fun, enjoy! Subscribe and listen to 2 Broke Twimbos everywhere podcasts…
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Today, we're joined by Scott Stephenson, co-founder and CEO of Deepgram to discuss voice AI agents. We explore the importance of perception, understanding, and interaction and how these key components work together in building intelligent AI voice agents. We discuss the role of multimodal LLMs as well as speech-to-text and text-to-speech models in …
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Today, we're joined by Tim Rocktäschel, senior staff research scientist at Google DeepMind, professor of Artificial Intelligence at University College London, and author of the recently published popular science book, “Artificial Intelligence: 10 Things You Should Know.” We dig into the attainability of artificial superintelligence and the path to …
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Today, we're joined by Lucas García, principal product manager for deep learning at MathWorks to discuss incorporating ML models into safety-critical systems. We begin by exploring the critical role of verification and validation (V&V) in these applications. We review the popular V-model for engineering critical systems and then dig into the “W” ad…
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The boys are back on the pod and they decide to take on the globally impactful but deathly dangerous topic of... Zim Hip Hop. And also technology ombudsmanship. And also Phil recounts his experience at the Jacaranda Music Festival. And other stuff, enjoy! Subscribe and listen to 2 Broke Twimbos everywhere podcasts are available and keep up with all…
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Today, we're joined by Arvind Narayanan, professor of Computer Science at Princeton University to discuss his recent works, AI Agents That Matter and AI Snake Oil. In “AI Agents That Matter”, we explore the range of agentic behaviors, the challenges in benchmarking agents, and the ‘capability and reliability gap’, which creates risks when deploying…
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Dan & Phil dip their toes back into weekly recording after a brief break, did you miss us? This week, some strong takes on Oliver Mtukudzi and his family shenanigans, Cassper Nyovest and his family shenanigans and general shenanigans all round. Enjoy! Subscribe and listen to 2 Broke Twimbos everywhere podcasts are available and keep up with all thi…
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Today, we're joined by Shreya Shankar, a PhD student at UC Berkeley to discuss DocETL, a declarative system for building and optimizing LLM-powered data processing pipelines for large-scale and complex document analysis tasks. We explore how DocETL's optimizer architecture works, the intricacies of building agentic systems for data processing, the …
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Today, we're joined by Nicholas Carlini, research scientist at Google DeepMind to discuss adversarial machine learning and model security, focusing on his 2024 ICML best paper winner, “Stealing part of a production language model.” We dig into this work, which demonstrated the ability to successfully steal the last layer of production language mode…
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Today, we're joined by Simon Willison, independent researcher and creator of Datasette to discuss the many ways software developers and engineers can take advantage of large language models (LLMs) to boost their productivity. We dig into Simon’s own workflows and how he uses popular models like ChatGPT and Anthropic’s Claude to write and test hundr…
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By the skin of our teeth we got an episode this week, and you can make it the first podcast you play on your brand new iPhone 13 4th Gen! Dan & Phil remember James Earl Jones, celebrate Learnmore Jonasi and fan out over Lil Wayne, remembering the impact he had, but then explain why they don't believe he was ever an option for the Super Bowl halftim…
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The boys are back with a fresh, crispy episode of the only podcast that DJs can play clips of at a concert. Dan & Phil start on a sombre note, remembering Fatman Scoop, and lamenting the state of a world that continues to allow violence against women. But, the show must go on, and Dan & Phil have a spirited debate about credit on songs, sparked by …
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Today, we're joined by Shengran Hu, a PhD student at the University of British Columbia, to discuss Automated Design of Agentic Systems (ADAS), an approach focused on automatically creating agentic system designs. We explore the spectrum of agentic behaviors, the motivation for learning all aspects of agentic system design, the key components of th…
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Testing 1, 2, can you see this episode? Have we been... copyright-struck? Brand new episode of your favourite all-male podcast that has ZERO opinions about any women's business! In this episode, Dan & Phil discuss the ridiculous online feud between South Africa and Nigeria on Bolt, the incredible numbers at the Doek and Slay, and they get into thei…
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Today, we're joined by Peter van der Putten, director of the AI Lab at Pega and assistant professor of AI at Leiden University. We discuss the newly adopted European AI Act and the challenges of applying academic fairness metrics in real-world AI applications. We dig into the key ethical principles behind the Act, its broad definition of AI, and ho…
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Dan & Phil show up once again, very demure, very mindful on a brand new episode of your favourite nerdy podcast, 2 Broke Twimbos. Expect hard-hitting journalism on philosophical questions such as: How do you greet someone when they’re with their person? How much should you get paid for going viral? And how do you win or lose a fight against Disney?…
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Today, we're joined by Harrison Chase, co-founder and CEO of LangChain to discuss LLM frameworks, agentic systems, RAG, evaluation, and more. We dig into the elements of a modern LLM framework, including the most productive developer experiences and appropriate levels of abstraction. We dive into agents and agentic systems as well, covering the “sp…
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As you count down the time before 11 men who get paid 100K a week to kick a ball around ruin your weekend, the 2 Broke Twimbos bring you a brand new episode of the only podcast that is a certified breakdance representative. Call us 2B-Boys! This week Dan & Phil catch up with what’s been happening with Chidimma Adetshina and the whole Miss South Afr…
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Today, we're joined by Siddhika Nevrekar, AI Hub head at Qualcomm Technologies, to discuss on-device AI and how to make it easier for developers to take advantage of device capabilities. We unpack the motivations for AI engineers to move model inference from the cloud to local devices, and explore the challenges associated with on-device AI. We dig…
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Happy gold medals top Africa! And happy new episode to you! The only podcast certified to be played by Motswana sprinters before beating arrogant Americans brings you something different. Today, Dan & Phil cross over to Kenya to speak to former radio host, entrepreneur, and podcast host Adelle Onyango. Almost 3 years ago, Adelle hosted us as guests…
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Today, we're joined by Ashley Edwards, a member of technical staff at Runway, to discuss Genie: Generative Interactive Environments, a system for creating ‘playable’ video environments for training deep reinforcement learning (RL) agents at scale in a completely unsupervised manner. We explore the motivations behind Genie, the challenges of data ac…
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Consistent Gold Winner in the Podcasting Olympics, Dan & Phil are back with a brand new episode that DOES NOT MOCK ANY RELIGIONS IN ANY OPENING CEREMONY. This week Dan & Phil review the amazing news that Zimbabwe has grocery stores, and would like to thank Tiffany Haddish for this incredible revelation. They also look at what it takes for them to e…
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Today, we're joined by Marius Memmel, a PhD student at the University of Washington, to discuss his research on sim-to-real transfer approaches for developing autonomous robotic agents in unstructured environments. Our conversation focuses on his recent ASID and URDFormer papers. We explore the complexities presented by real-world settings like a c…
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Fear not! The 2 Broke Twimbos return after another monumental, nay, cataclysmic week to calm you down, explain stuff and make jokes. In this episode of the pod, Dan & Phil find out what’s going on with the world’s biggest creator Mr Beast, and ask, should you be revealing your sordid past to your employer? They dive into the murky waters of the Sou…
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Today, we're joined by Hamel Husain, founder of Parlance Labs, to discuss the ins and outs of building real-world products using large language models (LLMs). We kick things off discussing novel applications of LLMs and how to think about modern AI user experiences. We then dig into the key challenge faced by LLM developers—how to iterate from a sn…
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Turn on multifactor authentification and delete your DM’s because the 2 Broke Twimbos are back with. brand new episode of the only podcast to remain unaffected by global Windows failures (because we use typewriters). In this episode, Dan & Phil explore the real issues of our time, like what kinds of cringy things do men send in DM’s? What on earth …
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Today, we're joined by Albert Gu, assistant professor at Carnegie Mellon University, to discuss his research on post-transformer architectures for multi-modal foundation models, with a focus on state-space models in general and Albert’s recent Mamba and Mamba-2 papers in particular. We dig into the efficiency of the attention mechanism and its limi…
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