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docs(meeting_minutes): create the folder and add milestone 1 meeting notes to relevant file
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meeting_minutes/README.md

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<!-- markdownlint-disable MD024 -->
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<!-- Disabled MD024 (Multiple headings with the same content) rule
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because repeated headings (Summary, Action Items) are
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intentionally used across multiple sections for structural clarity. -->
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# Milestone 1 Meeting Minutes
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## Meeting 1
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**Date:** September 27, 2025 (Saturday, 10:00 AM EST)
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**Attendees:** Amro, Aseel, Reem, Caesar, Banu
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### Summary
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- Group members met and introduced themselves.
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- Project topic suggestions were presented:
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- *AI Jobs vs Real Jobs* (continuation of CDSP)
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- *Reddit Mental Health Text Analysis*
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- *Machine Learning for Climate–Environmental Data*
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### Action Items
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- Conduct a **domain search** on the proposed topics.
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- Bring **alternative project ideas** to the next meeting.
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- Create a [**Google Doc**](https://docs.google.com/document/d/1dk0j0GUoDWqBHmLArcS2xoW5ct5nOjdlCeX3P-yhhOw/edit?tab=t.0)
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to facilitate asynchronous collaboration.
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---
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## Meeting 2
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**Date:** September 29, 2025 (Monday, 12:00 PM EST)
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**Attendees:** Amro, Aseel, Reem, Caesar, Banu
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### Summary
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- Members presented new project ideas and ELO2 process plans:
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- *Mental Health of University Students in Sudan*
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- *Probabilistic Dental Triage System with Synthetic Data Generation for
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Resource-Limited Settings*
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- *Project: Green AI Benchmarking of Foundation Models*
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- *Green AI — Energy & Water Efficiency in Machine Learning*
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- Previously proposed topics were dropped due to various constraints.
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- The new ideas were discussed, but no final consensus was reached.
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### Action Items
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- All members will research the newly proposed topics before the next meeting.
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- The group will reach a **final decision** on the project topic at the next
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session.
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---
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## Meeting 3
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**Date:** September 30, 2025 (Tuesday, 1:30 PM EST)
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**Attendees:** Amro, Aseel, Reem, Caesar, Banu
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### Summary
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- The topics discussed in the previous meeting were revisited.
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- After evaluating the group’s collective knowledge, experience, and skills,
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the team decided that **“Project: Green AI Benchmarking of Foundation
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Models”** was the most suitable topic for the ELO2 project.
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### Action Items
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- Conduct **domain research** on the selected project topic.
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---
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## Meeting 4
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**Date:** October 5, 2025 (Sunday, 12:00 PM EST)
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**Attendees:** Amro, Aseel, Reem, Caesar, Banu, Safia
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### Summary
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- Safia officially joined the project team.
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- Amro presented a [**two-month (ELO2 deadline) project plan**](https://docs.google.com/document/d/19OCqflqeRLHzdPs9URrRWPzIdh3g1uw9TgX7-d_SXp8/edit?tab=t.0#heading=h.qd58vuomlp42).
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- The team discussed **how to kick off the project**, including **milestones,
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constraints, and deliverables**.
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- During domain research, Reem found a [**recently published study**](https://mitemergingtalent.slack.com/files/U082U854W8Y/F09JUBJQ9C2/2505.09598v4.pdf)
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with striking methodological similarities to the group’s topic and shared it
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with us.
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### Action Items
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- Seek **Evan’s feedback** on how to proceed with the project in light of the
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new findings.
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---
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## Meeting 5
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**Date:** October 7, 2025 (Tuesday, 11:00 AM EST)
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**Attendees:** Amro, Aseel, Reem, Caesar, Banu, Safia
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### Summary
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- Based on Evan’s feedback, the group decided to **extend the topic-finalization
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phase** by approximately two weeks and focused to adjust the project subject.
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- Members proposed ways to **refine and make the project more original**, such
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as:
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- Comparing *Big AI vs Small AI* models
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- Evaluating *Accuracy vs Eco-Friendliness*
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### Action Items
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- Conduct **in-depth research** to refine and strengthen the project’s
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originality.
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- Review the **sources cited in the research paper** previously shared by Reem.
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---
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## Meeting 6
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**Date:** October 9, 2025 (Thursday, 10:30 AM EST)
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**Attendees:** Amro, Aseel, Reem, Caesar, Banu, Safia
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### Summary
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- The group held a **brainstorming session** to further develop and differentiate
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the project topic.
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- Amro drafted a [**preliminary project plan**](https://mitemergingtalent.slack.com/files/U082U854W8Y/F09KJCKUEUB/approach_.pdf)
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based on the discussion.
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### Action Items
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- Agreed to hold another meeting the following day to finalize the details.
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- A GitHub repository will be created for the project.
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---
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## Meeting 7
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**Date:** October 10, 2025 (Friday, 12:00 PM EST)
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**Attendees:** Amro, Reem, Caesar, Banu
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### Summary
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- A **new and original research question** was finalized:
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*“To what extent can open-source LLMs achieve comparable accuracy to
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corporate (commercial) models while significantly reducing environmental
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footprint?”*
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- A new [**Google Doc**](https://docs.google.com/document/d/1BAoWHe8D3c_QAEFugS1CNEUqU5jugBwg1dFJE6-LVQo/edit?tab=t.0)
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was created to share useful resources and references for the project.
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### Action Items
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- All members to gain **basic knowledge about RAG and distilled models**.
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- **Banu and Aseel:** Select which models to use.
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- **Caesar and Safia:** Define how to measure **accuracy metrics**.
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- **Amro and Reem:** Define how to measure **environmental cost metrics**.
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---
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## Meeting 8
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**Date:** October 14, 2025 (Tuesday, 1:30 PM EST)
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**Attendees:** Amro, Aseel, Caesar, Banu, Safia
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### Summary
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- Members presented progress on their assigned tasks from the previous meeting.
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- **Aseel & Banu:** Selected *GPT-4* (commercial) and *Mistral-7B* (open-source)
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models. Evaluation will focus on *reasoning* and *summarization* using *MMLU*
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and *Math* datasets. Detailed documentation can be found in the
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[Model Evaluation Report](https://docs.google.com/document/d/1oOYIdLDumoZyYqgsQuBXDlXr1yZfo1sJNNanmIEGD8I/edit?tab=t.0).
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- **Caesar & Safia:** Suggested using the *LightEval* library with a customized
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dataset. Caesar demonstrated how to split the *GSM8K* dataset into a
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500-example subset. Detailed documentation can be found in the
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[Accuracy Notes](https://docs.google.com/document/d/19L4vX-67O-fNNSmY9S8QaHUULZwgzwmKVoJGdzSsUWo/edit?tab=t.0).
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- **Amro & Reem:** Presented environmental metrics and detailed evaluation
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methods for environmental factors.
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### Action Items
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- Review all presented work by **October 16th**.
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- Meet again on **October 16th** to **discuss task allocation** for the second
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milestone.

meeting_minutes/milestone2_meetings.md

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