Cogniforge

Problem

People make important life decisions under emotional pressure, fear of regret, and social or financial constraints. Most AI tools fail in these moments because they focus on prediction or advice, while ignoring how the human mind processes information under stress.

Solution

Cogniforge is a human-centered decision-thinking system. It does not give advice or predict outcomes. Instead, it helps users understand how they are thinking before deciding.

The system:

• Asks only 8 high-impact questions

• Avoids personal or historical data

• Converts emotional input into structured psychological signals

• Presents decision paths without telling users what to choose

How AI Is Used

• Emotion Scoring: User-written feelings (English/Bengali) are converted into psychological scores (0–100) with safe fallback handling

• Bias Detection: Transparent, rule-based logic flags cognitive biases (e.g., emotional overload, avoidance)

• Scenario Mapping: Expert-designed decision paths show how different mental states influence outcomes

AI Model Used

• Google Gemini 3 Flash

• Constraints: JSON-only responses, no conversational output, no advice generation

Why This Matters

Students are often told what to become, not how to decide. Academic pressure, family expectations, and social norms strongly influence early life decisions.

Cogniforge helps students:

• Think clearly under pressure

• Understand their mental state

• Decide with confidence, not impulse

Safety & Ethics

• No advice or prediction

• No mental health diagnosis

• Automatic safety cutoff if emotional indicators exceed safe thresholds

• Encourages human support when needed

What Cogniforge Does NOT Do

• Does not make decisions for users

• Does not predict success or failure

• Is not a therapy or crisis-support tool

• Is limited to student decision contexts

Future Scope

• Optional voice-based emotional tone analysis

• Decision-thinking support for startup teams and large projects

• Expansion beyond student use cases

Conclusion

Cogniforge doesn’t choose for people- it sharpens how they choose.

Built With

• css
• gemini
• github
• javascript
• vercel