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CS Academics4 min read733 words

🤖 Institute Future - Funding and Structure

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🤖 Institute Future - Funding and Structure

This article discusses the future plans for an institute, its funding requirements, and its organizational structure as composed of semi-autonomous modules.

Key Points:

• The institute's future plans are currently independent of existing structures.

• A new institute would consist of multiple semi-autonomous modules.

• Founding a new institute requires a substantial endowment of $200M to $250M.

🔗 Resources:

C4 Computation ↗ - Information about the institute

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🤖 Institute Budget - Funding Needs

This article details the historical budget of an institute and discusses the funding requirements for establishing similar institutions.

Key Points:

• The institute's budget historically ranged from $9M to $13M.

• Establishing a new institute requires a significantly larger endowment.

• A $200M to $250M endowment is necessary to found a new institute.

🔗 Resources:

C4 Computation ↗ - Institute information


✨ Research Collaboration - GRAG Finalist

This article highlights a research collaboration and its recognition as a finalist in the #LiveRAG Challenge at #SIGIR2025.

Key Points:

• Successful collaboration with Oleg Zendel, Damiano, rankun203, and Khoi Nguyen.

• Their work, GRAG, was named a finalist in the #LiveRAG Challenge at #SIGIR2025.

• The research paper is available for review.

🔗 Resources:

@OlegZendel ↗ - Researcher

@damiano10 ↗ - Researcher

@rankun203 ↗ - Researcher

#LiveRAG ↗ - Challenge

#SIGIR2025 ↗ - Conference

@SIGIRConf ↗ - Conference

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🤖 Wheeler's Computation Metaphors - Universe as Computer

This article presents Wheeler's 48 definition-metaphors for computation and the universe as a computer, referencing a note from the Wheeler repository at APS.

Key Points:

• Wheeler's 48 definition-metaphors for computation are explored.

• The concept of the universe as a computer is discussed.

• Dave Bacon's highlight of definition #39 is noted.

🔗 Resources:

Wheeler Repository at APS ↗ - Wheeler's notes

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🤖 AI for Localization - Presentation at Microsoft Summit

This article summarizes a presentation on customizing AI agents for localization operations, given at the Microsoft Localization Summit.

Key Points:

• Presentation on customizing AI agents for localization operations.

• Discussion of challenges and potential of personalized workflows.

• Summit held at Microsoft EMEA HQ in Dublin.

🔗 Resources:

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💡 Career Decision - Financial Considerations

This post discusses the impact of financial considerations on career choices.

Key Points:

• Personal priorities, such as family and parental care, influence career decisions.

• A substantial financial offer could outweigh other career considerations.

• The author is open to exploring opportunities.

🔗 Resources:

@finkd ↗ - Contact


🚀 Terrain Generation - Browser-Based Tool

This article describes a browser-based terrain generator lab built using Three.js.

Key Points:

• Real-time procedural landscape generation.

• Export capabilities for normal/height/color maps.

• Adjustable noise parameters and real-time previews.

🔗 Resources:

@threejs ↗ - JavaScript 3D library

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🤖 Self-Adapting LLMs - SEAL Framework

This article introduces SEAL, a framework enabling LLMs to adapt without external tools or modules.

Key Points:

• LLMs generate their own training data and instructions.

• Self-edits are applied through supervised fine-tuning.

• Developed by MIT.

🔗 Resources:

@MIT ↗ - Massachusetts Institute of Technology

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💡 Conference Concerns - Potential Conflicts of Interest

This article raises concerns about a potential conflict of interest involving the organizers of an international conference.

Key Points:

• Concerns raised about the conference's organization and peer review process.

• The program committee co-chairs are related to each other.

• Potential lack of impartiality in the review process.

🔗 Resources:

@UTDCompSci ↗ - University of Texas at Dallas, Computer Science

@UTDJonsson ↗ - Erik Jonsson School of Engineering and Computer Science

@UT_Dallas ↗ - University of Texas at Dallas

@IEEEorg ↗ - Institute of Electrical and Electronics Engineers

@ComSoc ↗ - IEEE Communications Society

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✨ Early Cancer Detection - Blood Test

This article discusses a new blood test developed at Johns Hopkins that can detect cancer up to three years before conventional diagnosis.

Key Points:

• Detects cancer up to three years before conventional diagnosis.

• Analyzes DNA fragments from white blood cells.

• Identifies early immune responses associated with cancer.

🔗 Resources:

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