AiPulse — Issue No. 93

Goodfire researcher Nick Cammarata published a viral post arguing that the internal structure of neural networks is actually logical and mappable. This view has the potential to reverse the industry's current pessimism regarding the oversight and safety of artificial intelligence models.

According to Norforge's findings, an attacker used the open-source platform Cairn to infiltrate more than 100 websites with autonomous AI agents. According to Reuters, the victims include John Deere, SharkNinja, and Cummins.

MIT researchers left Claude-based Eko agents alone on a virtual island for 30 hours. The agents invented games such as basketball and 'floor is lava' on their own, demonstrating their potential for learning without external rewards or demonstrations.

The German federal government has signed a statement of intent with NVIDIA, aiming to combine traditional engineering expertise with artificial intelligence. This collaboration is designed to accelerate the adoption of AI by small and medium-sized enterprises in the country and to establish an advanced industrial AI ecosystem in Europe.

Quantinuum reported error correction performance on its commercial Helios ion trap computer, demonstrating that errors are exponentially suppressed as the code distance increases. This result is consistent with the performance criteria of the Apollo system the company targets for 2029.

The 10,000-square-meter structure in Chennai was completed in 11 months by local artisans. The center provides infrastructure for music research in fields such as acoustics and artificial intelligence.

Graepel, who contributed to the development of AlphaGo, has launched a new company aimed at developing artificial intelligence systems with advanced reasoning capabilities.

The research showed that changes in gene expression and increased neuronal activity in the lateral habenula region caused by chronic stress occur concurrently with the emergence of depression-like behaviors. This finding defines a critical biological window for intervention in the early stages of the disease.

The research shows that in mutual cooperation, the amygdala simulates the partner's intentions to guide its own decision. This finding transforms cooperation from an isolated process into a dynamic inter-brain synchronization.

Skills, MCP, RAG, and Memory for AI Agents: Which Method Is the Best?

It explains how AI agents should use methods such as skills, MCP, RAG, and memory depending on the situation, rather than simply loading raw information into their context window.

This study, conducted on JUPITER, Europe's first exascale supercomputer, validates fault-tolerant quantum computer designs before physical testing by modeling real hardware errors. This approach aims to prevent resource waste by accelerating the quantum hardware development process.