Machine Learning Archives - Software Engineering Daily

Cloud-based software development platforms such as GitHub Codespaces continue to grow in popularity. These platforms are attractive to enterprise organizations because they can be managed centrally with security controls. However, many, if not most, developers prefer a local IDE. Daytona is aiming to bridge that gap. It’s a layer between a local IDE and a backend server, so developers can work locally while interfacing invisibly with a remote environment. Ivan Burazin is the CEO and Co-Founder at Daytona, and he joins the show today to talk about how Daytona works, Spotify as an inspiration for his product, and more. Jordi Mon Companys is a product manager and marketer that specializes in software delivery, developer experience, cloud native and open source. He has developed his career at companies like GitLab, Weaveworks, Harness and other platform and devtool providers. His interests range from software supply chain security to open source innovation. You can reach out to him on Twitter at @jordimonpmm Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Daytona with Ivan Burazin appeared first on Software Engineering Daily.

Knowledge graphs are an intuitive way to define relationships between objects, events, situations, and concepts. Their ability to encode this information makes them an attractive database paradigm. Hume is a graph-based analysis solution developed by GraphAware. It represents data as a network of interconnected entities and provides analysis capabilities to extract insights from the data. Luanne Misquitta is VP of Engineering at GraphAware and she joins the show today to talk about graph databases, and the engineering of Hume. Starting her career as a software developer, Jocelyn Houle is now a Senior Director of Product Management at Securiti.ai, a unified data protection and governance platform. Before that, she was an Operating Partner at Capital One Ventures investing in data and AI startups. Jocelyn has been a founder of two startups and a full life cycle, technical product manager at large companies like Fannie Mae, Microsoft and Capital One.  Follow Jocelyn on LinkedIn  or Twitter @jocelynbyrne. Please click here to view this show’s transcript. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post GraphAware with Luanne Misquitta appeared first on Software Engineering Daily.

Ivan Galea, an expert in speech technology and AI techniques for realtime dubbing, discusses the quantum leap in speech synthesis models, real time dubbing erasing communication barriers, impact of AI on industries, language cues in human quality content, use cases for real-time translation, addressing technology misuse, comparisons to other speech technology products, predicting the future of real-time translation, and advancements in language translation technology.

If you’re a developer, there’s a good chance you’ve experimented with coding assistants like GitHub Copilot. Many developers have even fully integrated these tools into their workflows. One way these tools accelerate development is by autocompleting entire blocks of code. The AI achieves this by having awareness of the surrounding code. It understands context. However, in many cases the context available to an AI is limited. This restricts the AI’s ability to suggest more sweeping changes to a codebase, or even to refactor an entire application. Quinn Slack is the CEO of Sourcegraph. He is now hard at work on the challenge of giving more context to AI – to make it aware of entire codebases, dependencies, error logs, and other data. Quinn joins the show today to talk about what it takes to move beyond code autocomplete, how to develop the next generation of coding AI, and what the future looks like for software engineers and programming languages. Josh Goldberg is an independent full time open source developer in the TypeScript ecosystem. He works on projects that help developers write better TypeScript more easily, most notably on typescript-eslint: the tooling that enables ESLint and Prettier to run on TypeScript code. Josh regularly contributes to open source projects in the ecosystem such as ESLint and TypeScript. Josh is a Microsoft MVP for developer technologies and the author of the acclaimed Learning TypeScript (O’Reilly), a cherished resource for any developer seeking to learn TypeScript without any prior experience outside of JavaScript. Josh regularly presents talks and workshops at bootcamps, conferences, and meetups to share knowledge on TypeScript, static analysis, open source, and general frontend and web development. You can find Josh on: Bluesky, Fosstodon, Twitter, Twitch, YouTube, and joshuakgoldberg.com. Please click here to view this show’s transcript. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Sourcegraph with Quinn Slack appeared first on Software Engineering Daily.

When StackOverflow launched in 2008 it lowered the barrier to writing complex software. It solved the longstanding problem of accessing accurate and reliable programming knowledge by offering a collaborative space where programmers could ask questions, share insights, and receive high-quality answers from a community of experts. Generative AI has impacted the way programmers want to consume this knowledge. It has also opened new possibilities in terms of getting a personalized and real-time response. StackOverflow has decided to put a fifth of its organizational effort in Generative AI to improve the user experience of the website. Ellen Brandenberger leads the Product Innovation team at Stack Overflow and she joins us in this episode. Sean’s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at Skyflow and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter @seanfalconer .   Sponsorship inquiries: sponsor@softwareengineeringdaily.com Please click here to view this show’s transcript. The post Stack Overflow in the AI era with Ellen Brandenberger appeared first on Software Engineering Daily.

Birgitta Böckeler, Global Lead for AI-assisted software delivery at Thoughtworks, discusses the latest advances in large language models and how they are revolutionizing software development. Topics include the applications of AI in software delivery, the role of generative AI and large language models in code generation, the value of an AI assistant in software development, and the potential applications and limitations of AI in software development tasks.

Generative pre-trained transformer models, or GPT models, have countless applications and are being rapidly deployed across a wide range of domains. However, using GPT models without appropriate safeguards can lead to leakage of sensitive data. This concern underscores the critical need for privacy and data protection. Skyflow LLM Privacy Vault prevents sensitive data from reaching GPTs. Amruta Moktali is the Chief Product Officer at Skyflow and she joins us today. We discuss generative AI, how the technology is different from other AI approaches, and how we can use this technology in a safe and ethical manner. Sean’s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at Skyflow and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter @seanfalconer . Sponsorship inquiries: sponsor@softwareengineeringdaily.com Please click here to view this show’s transcript. The post Ethical GPTs with Amruta Moktali appeared first on Software Engineering Daily.

There are many types of early stage funding available from friends and family to seed to series A.  Some firms invest across a wide set of technologies and seek only to provide capital. Others are in it for the long haul – they focus on specific areas of technology and develop both long term relationships and deep expertise over time.   Today, we are interviewing Matt Turck of First Mark Capital, who is in it for the long haul and whose portfolio companies include Dataiku, Crossbeam, Ada, Cockroach Labs, Clickhouse and more.  Today we will talk about Matt’s career, investment point of view, founding the Data-driven NYC community and the recent release of the 20234 MAD  – an industry resource for understanding the Machine Learning, AI and Data Landscape Be sure to check out the show notes for links to the MAD This epsiode is hosted by Jocelyn Houle. Follow Jocelyn on Linked or on Twitter @jocelynbyrne.   Show notes –  In today’s show we referenced a couple things you may want to check out. Matt’s blog and MAD Landscape The interactive MAD Landscape The picture in Matt’s Office was The Son of Man by Rene Magritte  Matt’s full bio FirstMark Capital Site Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Data Investing and the MAD with Matt Turck appeared first on Software Engineering Daily.

ChatGPT is an artificial intelligence language model developed by OpenAI. It is part of the GPT (Generative Pre-trained Transformer) family of models, which are designed to generate human-like text based on input prompts. ChatGPT is specifically trained to carry out conversational tasks, such as answering questions, completing sentences, and engaging in dialogue. It has been pre-trained on a large corpus of text data and fine-tuned on specific tasks to improve its performance. As a result, ChatGPT can generate responses that are often coherent, relevant, and natural-sounding. Christian Hubicki is an Assistant Professor in the Robotics Department at Florida State University. He joins us today to discuss ChatGPT and its implications. We also discussed the future of Artificial Intelligence in general. This show is hosted by Sean Falconer. Sean is the Head of Developer Relations and Marketing @Skyflow. Follow Sean at @seanfalconer     Sponsorship inquiries: sponsor@softwareengineeringdaily.com   The post Surviving ChatGPT with Christian Hubicki appeared first on Software Engineering Daily.

Today, we spoke with Daniel Situnayake of Edge Impulse. We discussed AI, machine learning, edge devices, TinyML and AI tool chain.             Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Edge Impulse with Daniel Situnayake appeared first on Software Engineering Daily.