bug-bounty372
xss318
google246
microsoft211
facebook194
apple138
exploit117
rce101
csrf78
malware77
account-takeover61
writeup59
bragging-post57
browser56
authentication-bypass55
cve54
access-control49
defi48
smart-contract47
privilege-escalation45
ethereum44
open-source42
ssrf40
sql-injection39
web338
dos37
ai-agents35
phishing35
docker35
aws34
supply-chain33
smart-contract-vulnerability33
cloudflare32
idor31
react30
denial-of-service28
information-disclosure27
api-security27
sqli27
oauth26
node26
clickjacking25
solidity25
burp-suite25
wordpress23
race-condition23
reverse-engineering23
remote-code-execution22
vulnerability-disclosure22
lfi22
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