bug-bounty371
xss316
google239
microsoft202
facebook194
apple135
exploit110
rce99
csrf78
malware62
account-takeover60
writeup59
bragging-post57
authentication-bypass55
browser53
access-control49
defi48
cve47
smart-contract47
ethereum44
privilege-escalation43
open-source42
sql-injection39
ssrf38
web338
ai-agents35
docker35
dos34
aws33
smart-contract-vulnerability33
supply-chain32
phishing30
idor30
react28
denial-of-service28
information-disclosure27
api-security27
solidity25
cloudflare25
burp-suite25
clickjacking25
oauth24
race-condition23
sqli23
node23
wordpress23
remote-code-execution22
vulnerability-disclosure22
reverse-engineering21
web-security21
0
3/10
The Nervous Machine framework aggregates distributed ML experiment findings from Karpathy's autoresearch repository across heterogeneous hardware (H100, Blackwell, GH200) using a graph-based certainty scoring system to distinguish universal optimization strategies from hardware-specific architectural artifacts, enabling isolated forks to collaboratively build shared knowledge.
distributed-learning
knowledge-aggregation
ml-experiments
graph-based-learning
uncertainty-quantification
hardware-specific-optimization
collaborative-research
llm-training
experimental-methodology
Andrej Karpathy
Nervous Machine
NM framework
autoresearch
SETI@home
H100
GB10 Blackwell
GH200
RoPE
SwiGLU
SDPA