Why Upper-Level CS Majors Should Work Together

:::info Authors: (1) Zachariah Beasley, University of South Florida, Tampa, Florida, USA (zjb@usf.edu); (2) Ayesha Johnson, University of South Florida, Tampa, Florida, USA (arjohns2@usf.edu). ::: Table of Links Abstract and 1 Introduction 2 Previous Research 3 Course Description 4 Methods 5 Results 6 Discussion 7 Conclusion and Future Work, Acknowledgments, and References ABSTRACT Pair programming … Read more

New Regularization-Free Energy Function for Transformer Analysis

Table of Links Abstract and 1 Introduction 2 Related Work 3 Model and 3.1 Associative memories 3.2 Transformer blocks 4 A New Energy Function 4.1 The layered structure 5 Cross-Entropy Loss 6 Empirical Results and 6.1 Empirical evaluation of the radius 6.2 Training GPT-2 6.3 Training Vanilla Transformers 7 Conclusion and Acknowledgments Appendix A. Deferred … Read more

Solana’s SOL Falls 8% as Traders Brace for Fallout From a Spike in Oil Price

Solana (SOL) SOL is trading at $128.82, down 8.33% in the past 24 hours, after a steep intraday correction linked to rising geopolitical tensions. The token dropped from $140.39 to $127.25, with the sharpest hourly decline occurring at 13:00, when sell pressure spiked and trading volume exceeded 4 million, according to CoinDesk Research’s technical analysis … Read more

MCP Demystified: What Actually Goes Over the Wire??

Everyone’s dissecting MCP like it’s the Rosetta Stone of AI. Diagrams! Whitepapers! Thought leaders making TikToks! But where, my dear data druids, are the actual packets? Here’s what’s driving me nuts: nobody’s showing the actual packets. It’s like trying to learn surgery from a motivational poster. Sure, the theoretical framework is *inspiring*, but I want … Read more

Validating Theoretical Loss Bound: Vanilla Transformer Experiments

Table of Links Abstract and 1 Introduction 2 Related Work 3 Model and 3.1 Associative memories 3.2 Transformer blocks 4 A New Energy Function 4.1 The layered structure 5 Cross-Entropy Loss 6 Empirical Results and 6.1 Empirical evaluation of the radius 6.2 Training GPT-2 6.3 Training Vanilla Transformers 7 Conclusion and Acknowledgments Appendix A. Deferred … Read more