Agentic Conversations (formally mlops.community)
Agentic Conversations (formally mlops.community)
Demetrios
A Decade of AI Safety and Trust // Petar Tsankov // MLOps Podcast #218
58 minutes Posted Mar 12, 2024 at 11:25 am.
] Petar's preferred coffee
] Takeaways
] Shout out to LatticeFlow for sponsoring this episode!
] Please like, share, leave a review, and subscribe to our MLOps channels!
] Expansion
] Zurich ETH
] AI Safety
] Optimizing one metric, no fixed data sets
] Trust life-changing issues
] So much interest in GenAI
] Explosion of GenAI Trust and Safety
] Red Teaming
] Trustworthy AI in Industry
] DataOps Challenges
] Trusting Third-Party Models
] Testing Open Source Models
] Specialized ML for Leasing
] Regulation and Financial Incentives
] Regulations Drive Innovation Balance
] Regulations vs Certification: Voluntary Prove
] Workflow Transparency: Trust & Efficiency
] Engineers Balance Compliance Risks
] Pushing Deep Learning Limits
] Wrap up
0:00
58:04
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Show notes
Huge thank you to LatticeFlow AI for sponsoring this episode. LatticeFlow AI - https://latticeflow.ai/.Dr. Petar Tsankov is a researcher and entrepreneur in the field of Computer Science and Artificial Intelligence.
MLOps podcast #218 with Petar Tsankov, Co-Founder and CEO at LatticeFlow AI, A Decade of AI Safety and Trust.
// Abstract
// Bio
Co-founder & CEO at LatticeFlow AI, building the world's first product enabling organizations to build performant, safe, and trustworthy AI systems.
Before starting LatticeFlow AI, Petar was a senior researcher at ETH Zurich working on the security and reliability of modern systems, including deep learning models, smart contracts, and programmable networks.
// MLOps Jobs board
https://mlops.pallet.xyz/jobs
// MLOps Swag/Merch
https://mlops-community.myshopify.com/
// Related Links
Website: https://latticeflow.ai/
ERAN, the world's first scalable verifier for deep neural networks: https://github.com/eth-sri/eran
VerX, the world's first fully automated verifier for smart contracts: https://verx.ch
Securify, the first scalable security scanner for Ethereum smart contracts: https://securify.ch
DeGuard, de-obfuscates Android binaries: http://apk-deguard.com
SyNET, the first scalable network-wide configuration synthesis tool: https://synet.ethz.ch
--------------- ✌️Connect With Us ✌️ -------------
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Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/
Connect with Petar on LinkedIn: https://www.linkedin.com/in/petartsankov/
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