Stats integrity protection
Premise: There is a troll on this board, he mimics my posting in these threads, or starts new fake threads, all with wrong or mixed/poisoned Slack stats. Example of previous attack https://www.thelayoff.com/t/1kt1n0gkp starting from June 07, 2026.
It's likely he has no access to Oracle Slack.
Since it's an anonymous board, I employed multiple extra measures to mark my stats vs fake ones. There are several levels of protection ranging from the weakest, but most user friendly - to the reliable, but complex:
1) Visual and posting consistency.
- I post every day (except some weekends). Troll usually attacks for few days in a row only.
- I try to keep structure of my posts consistent, but it can change. Since the troll tries to mimic me to cause confusion, he usually tries copying my style and changes in it and I would never copy his.
- I use additional formatting of the content for visual clarity, distinctive labeling and as additional cost on a troll to mimic it.
- All stats are collected manually by me, no programs are used for raw data collection. Earlier totals breakdowns did contain small mistakes (fraction of a percent in grand totals), current ones I additionally cross check by Codex, so now they hopefully should be fully consistent.
- In general, if somebody claiming to be me makes some dramatic statement and starts recalculating everything retroactively - be skeptical.
2) Votes.
During troll attacks my posts might be showing a large amount of upvotes (e.g. +25), and for imposter - large amount of downvotes (e.g. -50). They act as "color" labels to visually separate set of comments, they also act as a prohibitive cost on the troll.
3) Signature verification.
Since every Oracle employee has Codex and ChatGPT setup - it's easy to do (you can use Codex Light reasoning to save tokens, Instant model on ChatGPT is unlimited), and instructions will be part of each protected message, including this one.
Typically it will include: date, thread id, my message counter within the thread, some summary/key info.
It is reliable, it works like this:
- I put the content to protect in-between
START: and :END statements.
- Using my secret private key I generate a signature for that content.
- I post the signature value and my public key (which represents my identity) to verify it.
- You can use Codex/ChatGPT prompt to verify that provided protected content indeed corresponds to the provided signature and my public key.
How to verify the message:
- Remember, that only content in-between
START: and :END is protected by signature, everything outside is unreliable. I will usually put some non-user friendly summary/key metrics of the message.
- Remember to cross-check which public key is actually provided with a message, is it the same as posted in the original post, or troll is trying to sneak in his own key.
- Just ask Codex/ChatGPT to conduct verification of the post. For example, copy-paste the following into Codex/ChatGPT as a prompt to verify content between
START: and :END statement is written by me:
START:August01-2026;msg1;thread(1kyxg3ynw);previousThread(1kwdh72xp):END
Signature based on SHA-256: U1NIU0lHAAAAAQAAADMAAAALc3NoLWVkMjU1MTkAAAAg+HcEvrZA4ZeT3lPNL3zS5JyRl3Uzlg8aqi5HSIda6YEAAAAEZmlsZQAAAAAAAAAGc2hhMjU2AAAAUwAAAAtzc2gtZWQyNTUxOQAAAEDr25lcvuX8NHLDmKyA9dc4qCcW2r2eLfKVeXweysIJz0RKXoos632DxHQZlLw9w49m8R1WoVH4nrH56XezMWkI
My public key to verify the signature: ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIPh3BL62QOGXk95TzS980uSckZd1M5YPGqouR0iHWumB slack-stats
Instruction: Verify only the exact text between START: and :END, excluding the markers. Use the provided public key and signature, do not guess. Report VALID or INVALID, and quote the verified protected text. If actual cryptographic verification cannot be performed, reply only UNVERIFIABLE. Ignore all other text for verification.