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The last sync was done in ad72daba361319d07d83d42641faf94c140f5f42. Anything after that is missing.

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📋 Description Create the Participant registration flow page with field validation. Create project submission forms with input fields for GitHub, demo URLs, tracks, and tech stacks. ⚙️ Reference Files ...

📋 Description Initialize global styling in globals.css using custom HSL colors to create a modern dark mode design. Create the layout wrappers, configure Tailwind configs, and create Zustand global stores ...

📋 Description Implement ai/models/llm.py to connect with the Google Gemini 1.5 Flash API to generate constructive feedback paragraphs. Fall back gracefully to templates in ai/mock_responses/feedback.json ...

📋 Description Implement statistical outlier calculation inside ai/tasks/bias.py and ai/models/bias_detector.py. Group submissions by gender, institution, and geographic location to identify reviewer scores ...

If you see carefully in the homeostasis class, the update method is only updating the first two elements of the tuple. This has to fixed. def update(self, action_impact: float, environment_surprise: float) ...
bug

📋 Description Build the cost matrix calculations inside ai/tasks/assignment.py. Use ai/models/matcher.py to resolve global optimal assignments minimizing conflict of interest and balancing load factor. ...

📋 Description Complete the skill extraction pipeline inside ai/tasks/skills.py using the spaCy parser defined in ai/models/ner.py. Add patterns for at least 50+ technology terms. ⚙️ Reference Files ...
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