AI Systems as Scientific Instruments for Understanding the Mechanisms of Intelligence
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Updated
Sep 17, 2026 - Python
AI Systems as Scientific Instruments for Understanding the Mechanisms of Intelligence
Installing VMware Workstation on Ubuntu and Windows to setup a Ubuntu or Windows Host and installing Windows or Ubuntu as a Guest VM. The tutorial also covers installation of VMware tools and setting up shared folders.
Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.
Web application for managing metadata and persistent identifiers of scientific instruments
GUI application for Keithley 2400 Series SourceMeter resistance measurements with real-time data visualization and comprehensive instrument control.
Like browser-use, but for scientific instruments — let AI agents operate any lab device through its GUI software, no API needed.
Implementation of Sm2201 Hardware on semi-modern electronics
Experimental TypeScript plugin for STM/SPM control in DeepSeek Harness, with simulator workflows, persistent tool records, and reference-driven tests. In active development.
Dependency-free Python dashboard that controls Shimadzu SCL-40 / LC series pumps over Ethernet, with a pressure-triggered LCP jet run that switches flow and stops the pump on its own. Includes an offline simulator.
Thermo Fisher Scientific — independent third-party profile of a public API surface, by API Evangelist. Thermo Fisher Scientific is the world leader in serving science, providing analytical instruments, life sciences solutions, specialty diagnostics, laboratory products, and biopharma services. Developer APIs enable laboratory automation, instrument
Acquisition, control and safety software for a cryogenics laboratory.
Typed Python library for Alicat Scientific instruments over serial — flow & pressure, meters & controllers, gas & liquid, plus CODA.
Agilent Technologies — independent third-party profile of a public API surface, by API Evangelist. Agilent Technologies is a global leader in life sciences, diagnostics, and applied chemical markets, providing instruments, software, services, and consumables for laboratory workflows.
Agent Kaizen skill for Claude Code & Codex: faithful, identifier-preserving reference for PyMeasure, Python instrument control & measurement automation: Instrument/Channel base classes, manufacturer drivers (Keithley, Agilent, Lake Shore, Tektronix, +more), VISA/serial/Prologix/TCP adapters, and the Procedure/Experiment framework.
Picarro — independent third-party profile of a public API surface, by API Evangelist. Picarro, Inc. is a Santa Clara, California company that builds high-precision gas concentration and stable-isotope analyzers based on Cavity Ring-Down Spectroscopy (CRDS), together with the cloud software and mobile platforms that turn those measurements into oper
prcxi — independent third-party profile of a public API surface, by API Evangelist. prcxi (Suzhou Zhongxi Bioinformation Co., Ltd.) is a life-science automation company founded in 2014 and based in Suzhou, China. It builds liquid-handling systems (manual, semi-automatic, and fully automatic pipetting workstations such as the SC9000/SC9100/SC9200/SC
CSR Biotech — independent third-party profile of a public API surface, by API Evangelist. CSR Biotech (超视计 / Chaoshiji) is a Chinese life-sciences instrumentation company that develops super-resolution optical microscopy systems for advanced biological research. Its product line includes the HIS-SIM and MI-SIM structured-illumination microscopes an
SPT Labtech — independent third-party profile of a public API surface, by API Evangelist. SPT Labtech is a life-sciences laboratory-automation company headquartered near Cambridge, UK, that designs and manufactures instruments and consumables to accelerate drug discovery and life-science research.
LI-COR Intermediate — independent third-party profile of a public API surface, by API Evangelist. LI-COR Intermediate, Inc. is the Battery Ventures-backed holding entity for LI-COR, a Lincoln, Nebraska environmental and life-science instrumentation maker founded more than fifty years ago.
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