AMBR(@ambr_io):💬 @MichaelWuAmber at HSC Conference Singapore on how multi-agent systems drift, and why it matters most in high-stakes work where trust is everything. 🔐 Better routes to better destinations.

2026.10.20 07:52

💬 @MichaelWuAmber at HSC Conference Singapore on how multi-agent systems drift, and why it matters most in high-stakes work where trust is everything. 🔐 Better routes to better destinations.

Mpost Media Group@mpost_io

2026.10.19 07:44

#HSCLifeRules# - Michael Wu (@MichaelWuAmber), Founder & CEO at @ambr_io, HSC Asset Management Singapore, October 8 Once you get to multi-agent collaboration, you can get a collective lie, which is even harder to spot. It happens especially with engineering agents. If an early step drifts slightly from the original intention, it shows up in the code base, and later agents have two sources of truth: the spec and the code. The test bots are supposed to catch it, but sometimes they get confused too When a personal agent fails a single task, you can check your account. Here you get fail-open cases: they fail, but the tests pass. You can't tell it's wrong. That's why it matters in finance and investing, where trust is so valuable #HSCSingapore#