Introducing SubQ - a major breakthrough in LLM intelligence.
It is the first model built on a fully sub-quadratic sparse-attention architecture (SSA),
And the first frontier model with a 12 million token context window which is:
- 52x faster than FlashAttention at 1MM tokens
- Less than 5% the cost of Opus
Transformer-based LLMs waste compute by processing every possible relationship between words (standard attention).
Only a small fraction actually matter.
@subquadratic finds and focuses only on the ones that do.
That's nearly 1,000x less compute and a new way for LLMs to scale.
The Claude Code tooling I have been mentioning in my recent bounty posts is a forked version of strix-claude-code
Started using it a few months ago. Added a triage step that spawns a new agent with no context to verify findings, cut my false positives down a lot. Got $3000 + $100 on intigriti for bypasses of resolved reports, $500 on h1, an RCE I am still verifying
Not full proof. Still get false positives, still spend days verifying pocs. But overall it works really well
Open sourcing it today: https://t.co/F4FfKtcHoD
@amahrous79@Bugcrowd Same thing once happened to me on bugcrowd. I found an unauthenticated endpoint revealing secret. I reported it and got not response for 3 days or so, so I decided to check the endpoint again and found out that authentication has been added. Bugcrowd denied it.
If the admin panel you targeted has a username enumeration , you can brute-force using a wordlist. This has worked many times for me in this case, the username was "admin"
My password wordlists:
Basic: https://t.co/dwZXsZISiJ
Advance: https://t.co/2AvuC5qTqz
Usernames wordlist:
https://t.co/cKCjZbmS39
#bugbountytips #bugbounty