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    The case for continuous AI security testing as networks and models change

    a16z quotes Kevin Mandia on agent swarms that poll networks and Greg Brockman on using new models to test defenses.

    a16zA1
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    TLDR

    In remarks shared by a16z, Kevin Mandia says Armadin uses agent swarms to map networks, then polls for changes to focus security testing. OpenAI’s Greg Brockman says the company assigned 25% of its production engineers to defense and used models to find and fix serious issues. He describes repeating those checks as new models arrive.

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    1 Source

    a16z@a16zGreg Brockman of @OpenAI on the new security loop: point every model release at your own systems, find the vulnerabilities, automate it. "We took 25% of our production engineers and said, 'Sorry, all your projects are on hold. You are now defending. You are now up-leveling our security architecture. You're going to use the models to find all the holes.' And we found a number of serious issues, and we fixed them." "We found some new problems, but eventually it saturated. We basically have found, to our knowledge, all of the P0s, all of the critical problems that Astra is smart enough to find. And of course, there will be a new model, there will be a new round." "You want to be in this tight loop of new cyber capability drops, you deploy it against your systems, you find the new holes, and ideally, you've managed to automate this, what we call defense factory. That's what we're building internally." @gdb @bhorowitz1h
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    1 Source

    a16z@a16zGreg Brockman of @OpenAI on the new security loop: point every model release at your own systems, find the vulnerabilities, automate it. "We took 25% of our production engineers and said, 'Sorry, all your projects are on hold. You are now defending. You are now up-leveling our security architecture. You're going to use the models to find all the holes.' And we found a number of serious issues, and we fixed them." "We found some new problems, but eventually it saturated. We basically have found, to our knowledge, all of the P0s, all of the critical problems that Astra is smart enough to find. And of course, there will be a new model, there will be a new round." "You want to be in this tight loop of new cyber capability drops, you deploy it against your systems, you find the new holes, and ideally, you've managed to automate this, what we call defense factory. That's what we're building internally." @gdb @bhorowitz1h