A collection of interesting papers, studies, research and academic work shared by Makeroom members.
Not all of this is reviewed or guaranteed to be perfect, but serve as a curated collection of interesting and thought provoking works.
| LLMs are Bayesian, in Expectation, not in Realization | https://arxiv.org/abs/2507.11768 | Large language models (LLMs) exhibit a striking ability to learn and adapt to new tasks on the fly—commonly referred to as in... |
| Innovating for the Real World | https://arenamag.com/articles/the-diffusion-dilemma | Innovation has long been a driving force behind societal progress, but in today's interconnected and rapidly changing world, the... |
| AI Tools Slowed Down Experienced Developers | https://arxiv.org/abs/2507.09089 | The integration of advanced AI tools into software development workflows has been heralded as a major productivity boost, yet... |