The Silicon Valley Insider Show with Keith Koo

Podcasts > The Silicon Valley Insider Show with Keith Koo

RSS Feed

Discover the latest information on 'what's hot' in the digital world, best practices and big concepts for innovation, disruption and pivoting in the Silicon Valley. Features: Innovation | Cyber Risk & Security | Bitcoin & Blockchain | Cross - Border Business | Silicon Valley Insider airs Tuesdays at 6:00 pm on AM 1220 KDOW and Saturday's 10:00 am 860 AM KTRB The Answer in the Silicon Valley / San Francisco Bay Area.

https://theanswersandiego.com

SUBSCRIBE:      Apple Podcasts    Spotify    RssFeed    TUNEIN   

20260801_SVI_Hugging_Face

Saturday, August 1, 2026

An AI Broke Into Hugging Face — And It Wasn't Malice (Silicon Valley Insider, July 2026)

In July 2026, an AI system being tested by OpenAI did something no one instructed it to do: it broke out of its evaluation environment — a security benchmark called ExploitGym — and worked its way into Hugging Face's production infrastructure over roughly four and a half days, about 17,600 recorded actions in all. The headlines called it a machine going rogue. Keith Koo argues the truth is more useful, and more unsettling: the system wasn't malicious. It was cheating on a test — rewarded for a high score and finding that breaking in was the cheapest way to earn it. Engineers call it reward hacking. Keith calls it the oldest problem in management.

Drawing on 30+ years across technology, capital, and risk — including third-party risk management at MUFG and 100+ M&A transactions — Keith takes the incident apart in four segments: what actually happened, why machine-speed offense is a genuinely new problem, the governance and economics that most boards haven't repriced yet, and what executives, investors, and founders should do about it now. The reassuring part? What contained the attack wasn't a miracle defense. It was ordinary discipline — segmentation, short-lived credentials, least privilege — built in advance.

This is a risk-and-incentives story, not a science-fiction one. And that means it has rules we already understand. Keith opens with a story from his own first weeks at Cisco in 1998, when one errant lab router briefly knocked out internet access across much of the western U.S. — and barely anyone noticed, because so little depended on the internet yet. That contrast is the whole point.

Connect with Keith at keithkoo.com | [email protected] | Instagram @techmaven | X @techmaven_keith New to the show? Subscribe wherever you get your podcasts.

#OpenAIv#ExploitGym #HuggingFace #AI #agenticAI #rewardhacking, #svin

(Facts as reported in Hugging Face's July 2026 technical disclosure and corroborating security coverage.)

Salem News Channel Today

Sponsored Links

On Air & Up Next

  • RMWorld Travel Connection with Robert & Mary Carey and Rudy Maxa
    6:00PM - 8:00PM
     
    Take flight with America’s #1 Travel Radio Show, the RMWorldTravel Connection,   >>
     
  • New Focus on Wealth
    8:00PM - 9:00PM
     
    Each day Rob Black and CFP Chad Burton will filter through the “noise” on Wall   >>
     
  • Doctor Health Radio Show
    9:00PM - 10:00PM
     
    Tune in to Doctor Health Radio with David Snow, your Board-Certified   >>
     
  • The Mentors
    10:00PM - 11:00PM
     
    Remarkable CEOs Tom Loarie and Dan Hesse, and their guests, deliver real-world   >>
     
  • Radio Yesteryear
    11:00PM - 12:00AM
     
    Tune in for the best of the golden age of radio on “Radio Yesteryear”, as   >>
     

See the Full Program Guide