Founder Pain Analysis
1. I trained a 348M model trained from scratch on 22.7B tokens that does 14 digit arithmetic [P]
Source
Pain Score
24/10
Target User
AI users / builders
Problem
I trained a 348M model trained from scratch on 22.7B tokens that does 14 digit arithmetic [P]
Reason
potential_pain
Opportunity
Urgency
8/10
Market Size
24/10
2. OpenAl Says It Has Cracked One of Math's “Millennium Problems” (Navier-Stokes) [N]
Source
Pain Score
26/10
Target User
AI users / builders
Problem
OpenAl Says It Has Cracked One of Math's “Millennium Problems” (Navier-Stokes) [N]
Reason
workflow_problem
Opportunity
Urgency
8/10
Market Size
26/10
3. Any tools to turn a codebase into a fine tuning dataset? [D]
Source
Pain Score
38/10
Target User
AI users / builders
Problem
Any tools to turn a codebase into a fine tuning dataset? [D]
Reason
potential_pain
Opportunity
Urgency
8/10
Market Size
38/10
4. Why is TMLR so slow in recent times [D]
Source
Pain Score
16/10
Target User
AI users / builders
Problem
Why is TMLR so slow in recent times [D]
Reason
workflow_problem
Opportunity
Urgency
8/10
Market Size
16/10
5. Horse racing as an ML ranking problem: 1.18M runners, walk-forward validation and a very strong market baseline [D]
Source
Pain Score
37/10
Target User
AI users / builders
Problem
Horse racing as an ML ranking problem: 1.18M runners, walk-forward validation and a very strong market baseline [D]
Reason
workflow_problem
Opportunity
Urgency
8/10
Market Size
37/10
6. Teach ML! Community service project from Stanford [N]
Source
Pain Score
26/10
Target User
AI users / builders
Problem
Teach ML! Community service project from Stanford [N]
Reason
potential_pain
Opportunity
Urgency
8/10
Market Size
26/10
7. COBRA-Skills: Contextual Bandits for Efficient Agent Skill Optimization (Open Source)
Source
Pain Score
25/10
Target User
AI users / builders
Problem
COBRA-Skills: Contextual Bandits for Efficient Agent Skill Optimization (Open Source)
Reason
potential_pain
Opportunity
Urgency
8/10
Market Size
25/10