Co-founder @getfailsafe. Ex-CISO/eng leader @Grab, @Google. Writing on AI security, building companies, and lessons at 40.

Keeping the world safe
#1 on the most difficult black box benchmark globally. nuff said.
FailSafe SWARM is #1 on CVE-Bench. 62.5%. Nearly double the next best reported result.
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That's why the good people at @getfailsafe put together a plan - The CISO's 100-Day Guide to 2027. A scorecard, a Master Budget Map (increase, decrease, justify, named vendors), and a 100-day plan to land a costed ask. getfailsafe.com/cisobudget20…
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Also live: our AI Security Pathfinder Programme, under Monetary Authority of Singapore (MAS)'s FSTI 4.0 track. Up to 50% co-funding, S$200k for Singapore-licensed entities, S$100k outside Singapore. 100 days isn't a lot of time. It's exactly enough, if you start now.
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In 100 days, your board will expect a response to agentic threats. In 100 days, you're gonna be facing roughly 10x the number of agents probing your attack surface. Are you ready?
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Our @getfailsafe agent created this with one prompt and $6.80 in credits. gg marketing agencies.
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Wui | FailSafe retweeted
Announcing FailSafe's listing as a solution provider on the @MAS_sg Pathfinder Programme (PathFin.ai). PathFin.ai is a collaborative initiative between the Monetary Authority of Singapore and the financial industry that fosters knowledge exchange in Artificial Intelligence (AI) implementations. For financial institutions in Singapore, this means FailSafe’s agentic offensive security platform is now among the solutions available for consideration through the programme. FailSafe SWARM continuously pentests applications, APIs, cloud and AI systems the way a real attacker would. Confirmed findings include proof-of-concept evidence, remediation guidance and audit-ready reporting, supported by traces showing how vulnerabilities were identified and validated. The practical difference is cadence. Offensive testing that keeps pace with release cycles rather than arriving once a year. SWARM achieved the highest publicly reported score on CVE-Bench v2.1.0, an autonomous black-box exploitation benchmark, scoring 62.5% in the zero-day setting on a single run per target. Let's chat about a new security model for the age of AI.
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Wui | FailSafe retweeted
FailSafe SWARM is #1 on CVE-Bench. 62.5%. Nearly double the next best reported result.
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wish i got this advice when i was 19.
I've tasted the 9-to-5. I've also tasted being a founder. I highly recommend being born into generational wealth.
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feels like a movie right there.
To summarize: HuggingFace got autonomously compromised by a model from an American company. HF then tried to use American frontier model(s) to defend themselves, but were blocked by guardrails. HF then had to turn to open source Chinese models to defend themselves from another American company.
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Wui | FailSafe retweeted
Attending @superai_conf ? Come for the closing event of the week, where our cofounder @0xWui will be chatting about agents, enterprise deployments and more! luma.com/mqxgtrj5
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@getfailsafe is hosting an enterprise agent mixer with @awscloud , @coinbase , @NEARProtocol and friends. Agents are moving from demos to production. That means new questions around evals, security, runtime controls, and trust. We’ve been spending a lot more time in the Bay lately as we deepen our R&D presence here. Come join us!
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100%
PSA: I now consider *all* of DeFi unsafe. Coding agents are superhuman at finding vulnerabilities, and smart contract security is too asymmetric: defenders need to fix every bug while attackers need just one exploit to steal funds.
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chad
FailSafe Swarm has been cooking with @nvidia's Nemoclaw, @NEARProtocol 's Openclaw, @NousResearch's Hermes and more. Keeping the world safer, one PR at a time. receipts below 👇🧵
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Wui | FailSafe retweeted
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Wui | FailSafe retweeted
Deploying @openclaw? Join us next week with @okx and @awscloud for a fireside + networking session with enterprises deploying AI agents RSVP 👉 luma.com/q9q6mtby
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Wui | FailSafe retweeted
Agentic workflows require agentic security. The FailSafe SWARM engine just completed a proactive red-team assessment of NVIDIA's NemoClaw (alpha) agent stack. Read about it here: getfailsafe.com/failsafe-sec…
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Wui | FailSafe retweeted
We just got back from 2 weeks in SF/NY. Every startup is building agents now. Few are thinking about what happens when those agents get exploited. That gap is going to define the next wave of failure points. So we shipped a free + open source security scanner for OpenClaw. Use it. Break it. Improve it. 👉 clawhub.ai/sooyoon-eth/fails… (h/t to @sooyoon_eth and @medvinsky_ari for leading the charge!)
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Wui | FailSafe retweeted
FailSafe is on a US tour these few weeks, bouncing between meetings trying to keep up with how fast things are moving. If you're based in the Bay Area: Come visit us at RSA Conference to chat about all things security. If you're in NYC for Digital Asset Summit, we have 2 side events! (with our trusted partners @DriftProtocol and @awscloud ) luma.com/yshbx8q2 luma.com/kgnbhyrp If you're a builder or a VC - we'll buy you a coffee. let's chat.
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Wui | FailSafe retweeted
Single-agent AI tops out at 46.7% on EVMbench. FailSafe orchestrates a swarm of specialist agents to map threat models and cross-validate findings, pushing recall for this first run to 69.2% (83/120 vulnerabilities identified). Check the open-source repo to see how it works: getfailsafe.com/swarm-evmben… github.com/failsafesecurity/…
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