Stop waiting for clarity. Unfreeze and act, with Accenture’s Julie Sweet
AI disruption and geopolitical upheaval are forcing business leaders to make high-stakes decisions — fast. Accenture CEO Julie Sweet joins Rapid Response host Bob Safian to share what she's hearing from her 9,000 clients and the hard-won advice she's giving them. Sweet reveals why AI proficiency is now a requirement for promotion at Accenture, why she's doubling down on entry-level hiring amid the automation wave, and why tension in the C-suite may be the most underrated leadership advantage right now. Plus, Sweet unpacks the hidden power of "leader-led learning", and makes the case for why preparing society for an AI future is not just a government job, but a business imperative.
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AI Ethics and Safety — a Contradiction in Terms?
We’re kicking off the year with a deep-dive into AI ethics and safety with three AI experts: Dr. Rumman Chowdhury, the CEO and co-founder of Humane Intelligence and the first person to be appointed U.S. Science Envoy for Artificial Intelligence; Mark Dredze, a professor of computer science at Johns Hopkins University who’s done extensive research on bias in LLMs; and Gillian Hadfield, an economist and legal scholar turned-AI researcher at Johns Hopkins University.
The panel answers questions like: is it possible to create unbiased AI? What are the worst fears and greatest hopes for AI development under Trump 2.0? What sort of legal framework will be necessary to regulate autonomous AI agents? And is the hype around AI leading to stagnation in other fields of innovation?
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Your right to repair AI systems | Rumman Chowdhury
For AI to achieve its full potential, non-experts need to be let into the development process, says Rumman Chowdhury, CEO and cofounder of Humane Intelligence. She tells the story of farmers fighting for the right to repair their own AI-powered tractors (which some manufacturers actually made illegal), proposing everyone should have the ability to report issues, patch updates or even retrain AI technologies for their specific uses.
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Predictive Maintenance Using Deep Learning and Reliability Engineering with Shayan Mortazavi - #540
Today we’re joined by Shayan Mortazavi, a data science manager at Accenture.
In our conversation with Shayan, we discuss his talk from the recent SigOpt HPC & AI Summit, titled A Novel Framework Predictive Maintenance Using Dl and Reliability Engineering. In the talk, Shayan proposes a novel deep learning-based approach for prognosis prediction of oil and gas plant equipment in an effort to prevent critical damage or failure. We explore the evolution of reliability engineering, the decision to use a residual-based approach rather than traditional anomaly detection to determine when an anomaly was happening, the challenges of using LSTMs when building these models, the amount of human labeling required to build the models, and much more!
The complete show notes for this episode can be found at twimlai.com/go/540
S18:E2 - What are some essential skills you’ll need to be successful on your coding journey (Fernando Doglio)
In this episode, we talk about essential skills you’ll need to be successful in your coding journey with Fernando Doglio, data engineering manager at Accenture and author of the book Skills of a Software Developer. Fernando talks about the importance of learning computer science fundamentals, misconceptions early career developers have, and how to tackle the personal side of coding. After listening if you want to get a copy of the book, go to the link in our show notes and use offer code poddevdisc21 for a 35% discount.
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Fernando Doglio
Fernando Doglio is a technical manager, blogger, book author and maker of software things. He loves writing, especially about software, and you can get in touch with him at fdoglio.com.
Billion-Line Cloud Bills with Rodrigo Flores
About Rodrigo Flores
Rodrigo Flores is Managing Director of the Accenture Cloud Platform (ACP) in charge of Architecture, Product Management and Engineering innovation. Currently he leads a team of 400 people delivering the service to 3000 clients and $400M of cloud spend. The Accenture Cloud Platform is a hybrid cloud service that delivers a variety of providers such as Amazon, Azure, Google, VMware and Microsoft-based private clouds. Additionally, Cloud Management Services such as patching, security, backup, hardening, monitoring and security. This includes cloud brokering, security and cloud optimization services.
Additionally, Rodrigo frequently works with Global 2000 enterprises to help them in their cloud transformation and migration projects. These engagements include DevOps, financial, security and program reviews as well as one-on-one coaching and consulting with C-suite executives.
Prior to Accenture, Rodrigo worked at Cisco in the cloud software business group as CTO. He founded newScale (acquired by Cisco) the service catalog and cloud management platform pioneer from 2000--2011.
Links Referenced:
Accenture main site: http://accenture.com/
Rodrigo’s blog “Working Class CTO”: https://workingclasscto.com/
LinkedIn: https://www.linkedin.com/in/roflores/
Twitter: @rfflores
2020: A Critical Inflection Point for Responsible AI with Rumman Chowdhury - #381
Today we’re joined by Rumman Chowdhury, Managing Director and Global Lead of Responsible AI at Accenture. In our conversation with Rumman, we explored questions like:
• Why is now such a critical inflection point in the application of responsible AI?
• How should engineers and practitioners think about AI ethics and responsible AI?
• Why is AI ethics inherently personal and how can you define your own personal approach?
• Is the implementation of AI governance necessarily authoritarian?
Live from TWIMLcon! Scaling ML in the Traditional Enterprise - #309
Machine learning and AI is finding a place in the traditional enterprise - although the path to get there is different. In this episode, our panel analyzes the state and future of larger, more established brands. Hear from Amr Awadallah, Founder and Global CTO of Cloudera, Pallav Agrawal, Director of Data Science at Levi Strauss & Co., and Jürgen Weichenberger, Data Science Senior Principal & Global AI Lead at Accenture, moderated by Josh Bloom, Professor at UC Berkeley.
a16z Podcast: Automation + Work, Human + Machine
with Prasad Akella, Paul Daughtery (@pauldaugh) and Frank Chen (@withfries2)
What is different on that factory floor from Henry Ford to today? In this conversation, Prasad Akella, Founder and CEO of Drishti; Paul Daugherty, Chief Technology and Innovation Officer of Accenture, and author of the recently published Human + Machine: Reimagining Work in the Age of AI; and a16z operating partner Frank Chen, talk about how the introduction of automation from Henry Ford to now co-bots and AI all change the work we do in manufacturing and beyond. What are the skills that we’ll need in the future? What kinds of new information is available, and what new needs -- for dynamic adaptive processes, for example? What are the new tool chains and core (organizational and technical) habits of ML/AI-centric companies of the future?
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