About:

Dmitrii Magas is a Machine Learning Engineer. He shares selected posts on topics such as ICML 2024, voice cloning, local LLMs, and various projects like Automated Paper Classification and HackerNews Prediction Evaluator.

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An AI tool was created to automate the extraction of structured data from scientific papers on Cryoprotective Agents, enhancing research efficiency.
Max Hodak's talk on 'Towards Consciousness Engineering' explores the nature of consciousness, defining it through its biochemical modulation by substances like anesthetics and psychedelics. He presents a framework for understandin...
The article explores how musical taste develops over time, emphasizing the brain's predictive capabilities in processing music. It discusses the interplay between expectation and surprise in music enjoyment, referencing neuroscien...
The author shares their experience participating in the CURE-Bench competition focused on improving Question-Answering systems in drug decision-making. They detail their initial plans, challenges faced with setup and optimization,...
The author discusses their experience fine-tuning a NeoBERT model for multi-class text classification using a dataset of 800 examples derived from AI research papers. They detail the challenges faced in selecting a model, finding ...
JAX offers advantages for Geometric Deep Learning but presents challenges like dynamic batch sizes, making PyTorch a more common choice for practitioners.
The author shares insights from the AITHYRA Symposium on 'AI for Life Science' in Vienna, emphasizing the critical role of data collection and datasets in scientific research. Key takeaways include the necessity of creating datase...
This blog post discusses various topics including inference scaling for deep research, mountain climbing, AI progress podcasts, scientific funding opportunities, and travel-related links. The author shares insights on projects the...
The author shares a collection of project ideas and insights from recent discussions, including participation in an AI research project and the release of related work on GitHub. They mention various funding opportunities for AI r...
The post presents a list of innovative project ideas that the author would pursue if they had unlimited time and attention. It includes various concepts such as creating an internship matching platform, automating paper analysis, ...
The post discusses various projects and ideas from the previous month, including AI research, game development, and educational reviews. It highlights the author's experiences with NeoBERT fine-tuning, a reinforcement learning age...
A retrospective on AI projects and personal growth in 2025, highlighting challenges in motivation and collaboration within the field.
The post discusses various topics including the development of a research tool for deep learning, personal experiences with mountain climbing, insights on AI progress and consciousness, funding opportunities in scientific research...
The post discusses various projects and activities from June 2025, including AI research ideas, a guide on NeoBERT Fine-Tuning, experiences with an open-sourced game, and plans to build a reinforcement learning agent. It also touc...
Berlin Bill is a project designed to track the utilization of the 2025 wage tax in Berlin, leveraging AI and community feedback for improvement.
The author discusses ongoing projects related to AI research ideas, a moving checklist for Germany, and reflections on chess history. They share insights on decision-making tools, habit formation in machine learning, and the impor...
The author shares their experience renting an electric Jeep Avenger in Italy, detailing the ease of charging, the use of various apps for locating charging stations, and the cost differences between using rental company charging c...
The author reflects on their experiences from August 2025, including attending the AITHYRA Symposium on AI in life sciences, participating in a NeurIPS competition, and sharing insights from a road trip in Italy. They discuss vari...
A curated list of impactful videos from Hacker News, covering diverse topics in technology, science, and culture.
A curated list of platforms that provide end-of-year recaps, enabling users to review their activities across music, books, movies, and more.
The text analyzes how top AI scientists generate ideas for their papers and what AI can learn from it. It breaks down seven fundamental ways that top AI scientists generate ideas and explores what it means for researchers and the ...
The text provides a comprehensive checklist for moving in Germany, covering everything from reviewing the lease and terminating the old one to updating insurance, setting up mail forwarding, and settling in the new apartment.
Emanuel Lasker was a chess genius who reigned as World Chess Champion for 27 years. He was a trickster, a psychological player, and a master of the game. He transformed the World Championship into a professional franchise and was ...
Chess was born in India, refined in Persia, and spread across the globe. In Russia, it found its center of gravity. The game arrived in Russia around the 9th century and was initially a quiet, aristocratic hobby. It wasn't until t...