A dev.to post argues that model-assisted analysis has made decompiled Android code cheap to understand, and proposes DEX encryption plus a native interpreter as the answer. Its own feature list shows what that costs to adopt.
Reality
- Evidence22
- Adoption
- Insufficient
- Hype gap+38
- Incentives76
- Confidence60
DeepZero automates the hunt for exploitable Windows kernel drivers, discarding everything already on loldrivers.io before a language model rates what survives. Its maintainer reports multiple verified bugs in a driver installer corpus.
Reality
- Evidence47
- Adoption18
- Hype gap+15
- Incentives58
- Confidence52
Vedere Labs did get Claude Code to move a working exploit onto a second WAGO controller, and the price of doing it puts a measurable ceiling under the pitch that AI now writes OT exploits at machine speed.
Reality
- Evidence50
- Adoption12
- Hype gap−10
- Incentives55
- Confidence55
Forescout's Vedere Labs ported a known WAGO exploit to a new model with Claude and Ghidra, tracking every dollar and human correction. A single bad write to flash memory bricked the target PLC for good.
Reality
- Evidence48
- Adoption12
- Hype gap−12
- Incentives65
- Confidence40
You do not need a vendor's source tree to inventory what is running inside a shipped device. You do need to know that a version match is a lead, and that both known failure modes inflate the hit list.
Reality
- Evidence44
- Adoption
- Insufficient
- Hype gap−8
- Incentives22
- Confidence52
A researcher says an unreported campaign used a fake GSTR-3B overdue notice ahead of the 20 August filing deadline, delivering a patched DLL that a genuinely signed Microsoft binary loads.
Publishers:blog.himanshuanand.com
Reality
- Evidence62
- Adoption28
- Hype gap+18
- Incentives55
- Confidence54