Ilia's Corner

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Discover how DeepSeek-V3.2 is revolutionizing open-source AI with cutting-edge advancements in reasoning efficiency and agentic AI through DeepSeek Sparse Attention (DSA) and a scalable reinforcement learning framework. This model drastically reduces computational costs while enhancing performance, making high-quality AI more accessible than ever. Dive into the technical innovations that could reshape your approach to AI development and deployment.

hacker_news · 7 min read

Google, Nvidia, and OpenAI: A New AI Power Shift

Explore the latest dynamics in the AI landscape where OpenAI and Nvidia face fierce competition from Google's groundbreaking AI model, Gemini 3. This shift not only redefines market leadership but also highlights the rapid evolution of AI technologies, offering insights into how these changes might impact your projects and career opportunities.

hackernews · 5 min read

AI Agents Uncover $4.6M in Blockchain Smart Contract Exploits

Witness a pioneering study showcasing AI agents' ability to autonomously detect and exploit blockchain smart contracts, revealing vulnerabilities worth $4.6 million in simulated past attacks. This breakthrough underscores the critical importance of AI in enhancing cybersecurity measures and could inspire new strategies for protecting your digital assets.

hackernews · 5 min read

Ask HN: Who is Hiring? (December 2025)

Stay ahead in your job search with the latest hiring trends and opportunities listed on HackerNews. This post provides guidelines for effective job postings and active openings, helping you navigate the competitive tech job market with confidence.

hackernews · 3 min read

Ask HN: Who wants to be hired? (December 2025)

If you're on the lookout for new opportunities, this post is your go-to resource. Users share their professional details with specific formats, including location, remote work preferences, and relocation readiness, making it easier to connect with potential employers.

hackernews · 3 min read

Microsoft's AI-Powered Notepad Update

Experience the future of text editing with Microsoft's Notepad update, featuring AI-powered text streaming. Watch AI text type itself letter-by-letter, enhancing interactions to feel more natural and immediate—akin to the responsiveness of ChatGPT. This innovation bridges the gap between traditional tools and modern AI-driven experiences.

Enhancing text editing with AI-driven immediacy

Not specified · 4 stars

Why I Stopped Using JSON for My APIs

Challenge the conventional wisdom around API communication by exploring the advantages of Protocol Buffers (Protobuf) over JSON. Learn how Protobuf's structured data format can enhance performance, reduce bandwidth usage, and streamline your API design for modern applications.

Optimizing API communication for performance and efficiency

Not specified · 3 stars

Response to 'Ruby Is Not a Serious Programming Language'

Dive into a thought-provoking debate on the role of joy and readability in programming languages. The article argues against rigid, enterprise-focused paradigms, using Ruby as a case study to champion human-centered design and the importance of creativity in software development.

Exploring the balance between functionality and enjoyment in coding

Ruby · 2 stars

Unsupervised Decoding of Encoded Reasoning Using Language Model Interpretability

This paper delves into cutting-edge AI interpretability techniques aimed at uncovering hidden reasoning processes within large language models (LLMs). Researchers created test models that perform structured arithmetic tasks, revealing how encoded knowledge and reasoning can be extracted without explicit supervision. This insight could lead to more transparent and trustworthy AI systems.

AI Research · Not specified · 5 min read

Knowledge Graph Augmented Large Language Models for Next-Visit Disease Prediction

Enhance predictive accuracy in healthcare with this innovative framework that leverages knowledge graphs (KGs) to improve next-visit disease prediction using electronic health records (EHRs). By integrating structured knowledge with LLMs, the model boosts both accuracy and interpretability, offering promising applications for clinical decision support systems.

AI Research · Not specified · 5 min read

fMRI2GES: Co-speech Gesture Reconstruction from fMRI Signal with Dual Brain Decoding Alignment

Explore groundbreaking research that enables the reconstruction of co-speech gestures directly from brain activity recorded via fMRI, even without paired brain data. This approach opens new avenues for understanding human communication and could inspire advancements in brain-computer interfaces and neurotechnology.

AI Research · Not specified · 5 min read