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AI

Abstract digital art: a warm stream of text-like particles compresses into a small bright constellation of concept nodes, held up by a lone silhouette, while cool blue streams weave through a grid of glowing cells

A Memory That Reads by Content: Trained on Short Books, Still Finding Facts at 128K Tokens

27 September 2026·2199 words·11 mins

Abstract digital painting at night: a lone person raises a glowing spark that lights a constellation of concept nodes; a warm stream of particles pours into it from the left, while blue rivers of light wind through a city where small robots tend glowing glass cubes of experiments

Auto-Research Can Run the Experiments. It Cannot Have the Idea.

27 September 2026·1905 words·9 mins

Abstract digital art of dense attention lines compressing into a compact constellation of concept nodes that continue as a long stream of light

Replacing Gemma-3 Global Attention with Concepts (Toward Longer Context)

26 July 2026·2408 words·12 mins

Abstract digital art showing a chaotic cluster of tools converging into a single clean stream of light, representing tool pollution vs focused capabilities

MCP Is Not Your REST API. Expose Capabilities, Not Endpoints.

1 April 2026·1681 words·8 mins

Abstract colorful streams compressing through a narrow concept bottleneck and expanding into richer geometric structure

Quicker Failures lead to better questions: How AI Helped Me Steer my research forward

8 March 2026·2522 words·12 mins

🛠️ 2025 modern setup for AI-powered blogging with Hugo, Github pages, and Cursor.ai

27 August 2025·Updated: 28 August 2025·1113 words

An exploration of the current boundaries of LLM's and its implications for becoming AGI. What are the limits of LLM's reasoning abilities?

🧠 2025 LLM Limitations: Research Review on the Real Boundaries of AI Reasoning

20 August 2025·Updated: 29 August 2025·1985 words·10 mins

The Core Qualities of a Great AI/ML Scientist- Beyond the Tools

17 August 2025·574 words·3 mins

PyTorch Course by Professor Victor Torchenstein

⚡ Learning by Having Fun: Why I Created a PyTorch Course

17 July 2025·954 words·5 mins