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 ### Publishing External Vulnerabilities (beta)
-We now enable select hackers to publish their findings from external sources that don't have HackerOne programs. Want to learn more or join the waitlist? Click [here](/hackers/publishing-external-vulnerabilities.html) to learn more. 
+We now enable select hackers to publish their findings from external sources that don't have HackerOne programs. Want to learn more or join the waitlist? Click [here](/hackers/publishing-external-vulnerabilities.html) to learn more.
 ![aug-2018-publishing](./images/aug-2018-hacktivity++.png)
 
 ### Two-Factor Authentication
 Hackers now have the ability to set up [two-factor authentication](/hackers/two-factor-authentication.html) to add an extra layer of protection to their accounts.
-![aug-2018-2fa](/Users/stacy/Documents/GitHub/docs.hackerone.com/docs/hackers/images/2fa-8.png)
+![aug-2018-2fa](./images/aug-2018-2fa.png)
 
 ### Insights (beta)
 We introduce the insights page to provide hackers with helpful statistics about programs they're contemplating to hack on. The  information is provided to help hackers focus their efforts on the right assets for the right programs. Categories of insights include: