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INDEPENDENT RESEARCH & DISCOVERYTechnology. Art. Room to play.The reading room

A POINT OF VIEW / NOT ANOTHER FEED

The world moves.
Look closer.

Technology worth understanding. Tools worth questioning. A few things worth stepping away for.

01 / SELECTED READING

Beyond the headline.

All research

Watching the Watchers: The Architectural Battle to Contain Autonomous AI Agents

When thousands of AI agents coordinate faster than humans can review, traditional oversight fails. Engineering teams face a critical choice between recursive AI monitors, activation probes, and deterministic network controls.

5 min read

Ternary Quantization and the 5.9GB 27B Model: How PrismML Compresses LLMs for Edge Devices

PrismML has released Bonsai 2 27B, reducing Alibaba's 27-billion-parameter Qwen model to 5.9 GB using ternary weights. The technique preserves 98% of benchmark performance, pointing toward viable local reasoning on consumer hardware.

5 min read

Inside the $30.9B Infrastructure Race: How Modular AI Factories Are Bypassing the Grid Bottleneck

Crusoe's $3.9 billion funding round highlights a structural shift in AI computing from centralized megasites to modular, energy-coupled factories. Here is how direct power integration and localized deployment are rewriting the economics of training and inference.

4 min read

Why LLMs Fail at Basic Global Stats—and How the UN’s New MCP Data Commons Fixes Agent Grounding

A UNICEF benchmark revealed that leading large language models achieve only 21.2% accuracy on core development indicators. The United Nations and Google are deploying the UN System Data Commons over Model Context Protocol to ground AI agents in verified statistical data.

5 min read

THE INTERMISSION

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02 / SOFTWARE NOTEBOOK

A tool is only a starting point.

An open notebook of software to investigate.
Every listing shows its review status.

01

Cursor AI

AI Coding & Agents

Awaiting reviewDetails pending
02

Make.com

Workflow Automation

Awaiting reviewDetails pending
03

Perplexity Pro

AI Research

Awaiting reviewDetails pending
04

v0 by Vercel

Frontend AI

Awaiting reviewDetails pending

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