#17: Iain Whiteside — The Twists and Turns of Validating Neural Networks for Autonomous Driving (Part 2)

Building Better Systems

Player FM - Internet Radio Done Right

הוסף לפני five שנים

תוכן מסופק על ידי Galois Inc., Joey Dodds, and Shpat Morina. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Galois Inc., Joey Dodds, and Shpat Morina או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

The So What from BCG

1
Not All Growth Is Good—Here's How to Get It Right 20:09

לפני 16 ימים20:09

הפעל מאוחר יותר

רשימות

לייק

אהבתי

20:09

Justin Manly, BCG’s lead on growth and innovation, explains how businesses can choose the right growth strategy given their aspirations and position in the market. Whether a company is gaining or losing share, in a booming or sluggish industry, profitable growth depends on knowing your starting point. Learn More: Justin Manly: https://on.bcg.com/4kGYyPH BCG’s Latest Thinking on Growth and Innovation Analytics: https://on.bcg.com/4kjTEIB BCG’s Latest Thinking on Corporate Finance and Strategy: https://on.bcg.com/3ZeAMlX Your Growth Strategy Depends on Your Starting Point: https://on.bcg.com/43YpzZm The Vitality Code: How Growth Leaders Master Strategy, Technology, People, and Culture: https://on.bcg.com/4dMKjH1 This podcast uses the following third-party services for analysis: Podtrac - https://analytics.podtrac.com/privacy-policy-gdrp…

לפני 3 שנים 28:38

MP3•בית הפרקים

Watch all our episodes on the Building Better Systems youtube channel.

Iain Whiteside: https://www.linkedin.com/in/iainjw

Joey Dodds: https://galois.com/team/joey-dodds/

Shpat Morina: https://galois.com/team/shpat-morina/

Galois, Inc.: https://galois.com/

22 פרקים

#Tech #Podcasting Education #Government #Galois Inc #Joey Dodds #Shpat Morina

#17: Iain Whiteside — The Twists and Turns of Validating Neural Networks for Autonomous Driving (Part 2)

Building Better Systems

published לפני 3 שנים

שתפו

MP3•בית הפרקים

Watch all our episodes on the Building Better Systems youtube channel.

Iain Whiteside: https://www.linkedin.com/in/iainjw

Joey Dodds: https://galois.com/team/joey-dodds/

Shpat Morina: https://galois.com/team/shpat-morina/

Galois, Inc.: https://galois.com/

22 פרקים

#Tech #Podcasting Education #Government #Galois Inc #Joey Dodds #Shpat Morina

כל הפרקים

Building Better Systems

1
Episode #22: Eric Daimler — Guaranteeing the Integrity of Data Models with Category Theory 37:50

לפני 3 years37:50

37:50

In this episode, we're joined by Eric Daimler, CEO & co-founder of Conexus AI, Inc, an MIT spin out. We discuss the Conexus software platform, which is built on top of breakthroughs in the mathematics of Category Theory, and how it guarantees the integrity of universal data models. Eric shares real-world examples of applying this approach to various complex industries, such as transportation and logistics, avionics, and energy. Listen to this episode wherever you listen to podcasts. Eric Daimler: https://www.linkedin.com/in/ericdaimler/ Joey Dodds: https://www.linkedin.com/in/joey-dodds-4b462a41/ Rob Dockins: https://galois.com/team/robert-dockins/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
Episode #21: Nikhil Swamy — Fully In Bed With Dependent Types 48:45

לפני 3 years48:45

48:45

Today we're joined by Nikhil Swamy, Senior Principal Researcher in the RiSE group at Microsoft Research. We are very excited to hear about what he's been working on. In particular, we're going discuss a language that he's co-created and continually develops called F* (pronounced F star). F* is a dependently typed language that you can both program and prove things about the programs that you write. We'll talk about what makes that language special and unique from other similar languages, as well as some of the applications of F*. Watch all our episodes on the Building Better Systems YouTube channel Nikhil Swamy: https://www.microsoft.com/en-us/resea rch/people/nswamy/ F*: https://www.fstar-lang.org/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
Episode #20: Ankush Desai — P: The Modeling Language That Could 46:12

לפני 3 years46:12

46:12

Joey and Shpat talk with Ankush Desai, a Senior Applied Scientist at AWS and one of the primary developers behind the P language. They dig into uses for P, bug finding, and what it takes for formal methods researchers to build useful tools for applied engineers. Watch all our episodes on the Building Better Systems youtube channel . Ankush Desai: https://www.linkedin.com/in/ankush-desai/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#19: Steve Weis — Security Shouldn't Be the Last Check Box 41:36

לפני 3 years41:36

41:36

In this episode, we talk with Steve Weis, a Senior Staff Security Engineer at Databricks with extensive knowledge of security, cryptography, and software engineering. Steve shares his experience working for large companies like Google and Facebook and how their security needs differ from start-ups and companies trying to scale. He talks about why he thinks companies should share more about how they design their infrastructure and how they can develop a “security mindset” so even non-security-related roles can contribute to building secure systems. Watch all our episodes on the Building Better Systems youtube channel . Steve Weis: https://www.linkedin.com/in/stephenweis/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#18: Jordan Kyriakidis — Helping People Write More Useful Requirements 47:19

לפני 3 years47:19

47:19

In episode #18, we chat with Jordan Kyriakidis, co-founder and CEO of QRA Corp. QRA is developing QVScribe, a product that helps engineers write requirements and analyze those requirements to gauge whether they are framed well and capture the writer's intent. We discuss the impact of writing good, early-stage design requirements, how they impact your system, how to write better requirements, the state of natural language processing, and machine learning for this use case. We also talk about applying those in situations where you need explainability and where ambiguity is unacceptable. Watch all our episodes on the Building Better Systems youtube channel . Jordan Kyriakidis: https://www.linkedin.com/in/jordankyriakidis/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#17: Iain Whiteside — The Twists and Turns of Validating Neural Networks for Autonomous Driving (Part 2) 28:38

לפני 3 years28:38

28:38

In this two-part episode, we speak with Iain Whiteside about the challenges and some of the more novel solutions to make autonomous vehicles safer and easier to program. In part 1, we discuss how Ian and his team formalize and check the different actions and situations that a car finds itself in while on the road. In part 2, we discuss how you might validate the accuracy of neural networks that sense the world, and how to mitigate issues that might arise. Watch all our episodes on the Building Better Systems youtube channel . Iain Whiteside: https://www.linkedin.com/in/iainjw Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#16: Iain Whiteside – Autonomous Driving: Reasoning About the Rules of the Road (Part 1) 56:25

לפני 3 years56:25

56:25

Building Better Systems

1
#15: Dr. Kathleen Fisher – Sparking the New Age of Formal Verification at DARPA 55:52

לפני 3 years55:52

55:52

In this episode, we chat with Dr. Kathleen Fisher, who was chair of the Computer Science department at Tufts University at the time of the interview. We talk about Kathleen’s experience in applying formal methods and PL theory to solve significant practical problems throughout her career. Equally important, we discuss how it came to be that she is practically a pro at golf! Watch all our episodes on the Building Better Systems youtube channel . Dr. Kathleen Fisher: https://www.darpa.mil/staff/dr-kathleen-fisher HACMS: https://www.darpa.mil/program/high-assurance-cyber-military-systems PADS: https://pads.cs.tufts.edu/about.html From Dirt to Shovels paper: https://www.cs.princeton.edu/~dpw/papers/learningpopl08-final.pdf Hancock: https://dl.acm.org/doi/abs/10.1145/331960.331981 PLMW: http://sigplan.org/Conferences/PLMW/ CRAW: https://cra.org/cra-wp/ NSF Broadening Participation in Computing: https://beta.nsf.gov/funding/opportunities/broadening-participation-computing-bpc-0 Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#14: Leo de Moura — Combining the Worlds of Automated and Interactive Theorem Proving In Lean 45:35

לפני 4 years45:35

45:35

In this episode, we talk with Leo de Moura, a principal researcher at Microsoft Research. We’ll dive into his work on Lean, how goals for Lean have evolved, and who can use it. We also discuss how Leo was able to implement such a system without being a programming languages expert. Watch all our episodes on the Building Better Systems youtube channel . Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Leo de Moura: https://www.microsoft.com/en-us/research/people/leonardo/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#13: Rod Chapman – It's Either Automated or It's Wrong 44:03

לפני 4 years44:03

44:03

Rod Chapman explains his recent verification of TweetNACL using SPARK/ADA. We discuss how every aspect of his proofs are automated, how the correctness proofs actually enabled better performance after compilation, and higher confidence in some otherwise risky-seeming optimizations. Watch all our episodes on the Building Better Systems youtube channel . Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Rod Chapman: linkedin.com/in/rod-chapman-7b60266 https://github.com/rod-chapman/SPARKNaCl Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#12: Alex Malozemoff & Marc Rosen – Censorship Circumvention with ROCKY Balboa 30:58

לפני 4 years30:58

30:58

We chat with Alex Malozemoff and Marc Rosen about a recently published paper on a novel system for censorship circumvention, and it's corresponding implementation. The paper authors also include James Parker. Watch all our episodes on the Building Better Systems youtube channel . Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Alex Malozemoff: https://galois.com/team/alex-malozemoff/ Marc Rosen: https://galois.com/team/marc-rosen/ Paper referenced: Balboa: Bobbing and Weaving Around Network Censorship: https://arxiv.org/abs/2104.05871…

Building Better Systems

1
#11: Alastair Reid – Meeting Developers Where They Are 36:18

לפני 4 years36:18

36:18

Alastair Reid describes Google's efforts to bring formal methods to developers so that they can be useful today. We cover a recent publication describing their approach, Alastair's project to document all of the papers he read for a year, and a prototype tool that they've been building to demonstrate formal verification tools in rust. Watch all our episodes on the Building Better Systems youtube channel . Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Alastair Reid's paper project: https://alastairreid.github.io/RelatedWork/papers/ Rust verification tools: https://github.com/project-oak/rust-verification-tools Meeting Developers Where They Are paper: https://arxiv.org/abs/2010.16345 Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#10: Gregory Malecha – Formal Methods and Systems Programmers Working Together 43:41

לפני 4 years43:41

43:41

Gregory Malecha talks with Joey and Shpat about Bedrock, a startup bringing systems engineers together with formal methods engineers to build some of the most secure and correct systems in the world. Watch all our episodes on the Building Better Systems youtube channel . Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Gregory Malecha: https://www.linkedin.com/in/gregory-malecha-91a71469/ https://gmalecha.github.io/ Formal Methods for the Informal Engineer: https://fmie2021.github.io/agenda.html Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#9: Tycho Andersen – Commit Log Spelunking 42:34

לפני 4 years42:34

42:34

Tycho Andersen shares lessons that Linux kernel developers have learned from decades of open-source interactions. We discuss how the open-source community works together to make the Linux kernel better for everyone, and also what it's like to work debugging the kernel. Watch all our episodes on the Building Better Systems Youtube channel. Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Tycho Andersen: https://tycho.pizza/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#8: Eric Davis – Building Better Data Models 34:28

לפני 4 years34:28

34:28

Dr. Eric Davis walks us through what it means for a data model to be trustworthy, what common pitfalls predictive models run into, reproducibility issues, and what can be done. We chat about how subject area experts are expected to be many things: statisticians, computer scientists, and mathematicians, and how that can sometimes lead to mistakes. We also look at the COVID-19 pandemic and how data models affect decision-making. https://www.imagwiki.nibib.nih.gov/ https://www.imagwiki.nibib.nih.gov/content/committee-credible-practice-modeling-simulation-healthcare-description https://www.biorxiv.org/content/10.1101/2020.08.07.239855v1 https://www.imagwiki.nibib.nih.gov/content/10-simple-rules-conformance-rubric You can watch this episode on our Youtube Channel: https://youtube.com/c/BuildingBetterSystemsPodcast Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Eric Davis: https://galois.com/team/eric-davis/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#7: Aditya Thakur – “If it goes too slow, they'll turn it off”: Analysis Tools That Work 1:13:38

לפני 4 years1:13:38

1:13:38

Dr. Aditya Thakur, a computer science professor at U.C. Davis, walks us through his work on developing analysis tools that he wished he had while working in industry at places like Google. Aside from program analysis, we talk about making a research group successful by exposing them to industry. Towards the end, he shares his work on techniques and tools for repairing a trained deep neural network once a mistake has been discovered. Along the way, we learn about things like abstract interpretation, non-determinism, the trickiness of parallelism, and other concepts pertinent to analysis in an approachable way. You can watch this episode on our Youtube Channel: https://youtube.com/c/BuildingBetterSystemsPodcast Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Aditya Thakur: http://thakur.cs.ucdavis.edu/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#6: Dan Guido – What the hell are the blockchain people doing, and why isn't it a dumpster fire? 1:01:05

לפני 4 years1:01:05

1:01:05

Dan Guido, CEO of Trail of Bits, walks us through how they work with customers to make long-term improvements in security and software quality. He also describes what blockchain has done right, and how the rest of the software world should learn from them. You can watch this episode on our Youtube Channel. https://youtube.com/c/BuildingBetterSystemsPodcast Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Dan Guido: https://www.linkedin.com/in/danguido/ Trail of Bits blog: https://blog.trailofbits.com/ Galois, Inc.: https://galois.com/ Contact us: podcast@galois.com…

Building Better Systems

1
#5: Talia Ringer – Proof Engineering for the People 30:17

לפני 4 years30:17

30:17

Talia Ringer, a Ph.D. candidate at University of Washington, explains how they do deep people-centric PL research. We discuss proof repair, UX for software correctness, and how to ask users of tools for feedback to react to. You can watch this episode on our Youtube Channel. Joey Dodds: https://galois.com/team/joey-dodds/ Talia Ringer: https://dependenttyp.es / Contact us: podcast@galois.com Galois, Inc.: https://galois.com/…

Building Better Systems

1
#4: Alex Malozemoff – New attack on homomorphic encryption libraries: what does it mean? 17:04

לפני 5 years17:04

17:04

Principal Researcher, Alex Malozemoff, walks us through what homomorphic encryption is, what CKKS is, and how a recent new attack on CKKS will impact progress on homomorphic encryption. You can watch this episode on our Youtube channel . Galois, Inc. Joey Dodds Shpat Morina Alex Malozemoff On the Security of Homomorphic Encryption on Approximate Numbers by Baiyu Li and Daniele Micciancio Contact us: podcast@galois.com…

Building Better Systems

1
#3: Stephen Magill & Tom DuBuisson – Musing on continuous code analysis 1:00:50

לפני 5 years1:00:50

1:00:50

The founders of MuseDev discuss making modern static analysis usable and leveraging the latest promising research for automatic bug finding. MuseDev is a spin-off of Galois. Video of this podcast can be found on our Youtube channel: Galois, Inc.: https://galois.com/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Muse.dev Tom Dubuisson: https://www.linkedin.com/in/thomas-dubuisson-62910453/ Stephen Magill, https://www.linkedin.com/in/stephen-magill-2070a096/ Continuous Reasoning: Scaling the impact of formal methods by Peter W. O’Hearn https://bit.ly/2I0TJEs Contact us: podcast@galois.com…

Building Better Systems

1
#2: Jean Yang – "Formal" Methods? How about "Business Casual" Methods? Part 2 35:28

לפני 5 years35:28

35:28

Video of this podcast can be found on our Youtube channel Jean Yang: https://www.linkedin.com/in/jean-yang-96575030/ Akita Software: https://www.akitasoftware.com/ Galois, Inc.: https://galois.com/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Contact us: marketing@galois.com…

Building Better Systems

1
#1: Jean Yang – "Formal" Methods? How about "Business Casual" Methods? Part 1 29:39

לפני 5 years29:39

29:39

Video of this podcast can be found on our Youtube channel . Jean Yang: https://www.linkedin.com/in/jean-yang-96575030/ Akita Software: https://www.akitasoftware.com/ Galois, Inc.: https://galois.com/ Joey Dodds: https://galois.com/team/joey-dodds/ Shpat Morina: https://galois.com/team/shpat-morina/ Contact us: marketing@galois.com…

ברוכים הבאים אל Player FM!

Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.

תקשיבו ל-500+ נושאים

דומה לBuilding Better Systems

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

Mini Mic Pro Wireless Microphone for iPhone, iPad, Android, Lavalier Microphone for Video Recording - 2 Pack iPhone Mic Crystal Clear Recording with USB-C for Podcast, ASMR

Peacock TV

פודקאסטים ששווה להאזין

Building Better Systems « » #17: Iain Whiteside — The Twists and Turns of Validating Neural Networks for Autonomous Driving (Part 2)

#17: Iain Whiteside — The Twists and Turns of Validating Neural Networks for Autonomous Driving (Part 2)

פודקאסטים ששווה להאזין

ברוכים הבאים אל Player FM!

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

Amazon Basics Multipurpose Copy Printer Paper, 20 lb, 92 Bright, 8.5" x 11", White, 8 Reams, 4000 Sheets (500 Sheets/Ream)

Killin' It Girl (Solo Version)

2024 Topps Baseball Complete Set Factory Sealed Box Set - Baseball Complete Sets

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

דומה לBuilding Better Systems

מדריך עזר מהיר

Building Better Systems « »
#17: Iain Whiteside — The Twists and Turns of Validating Neural Networks for Autonomous Driving (Part 2)