autonomously and in complex environments while continuously learning
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Compound engineering flips this on its head. Instead of features adding complexity and fragility, they teach the system new capabilities. Bug fixes eliminate entire categories of future bugs. When they are codified, patterns become tools for future work. Over time, the codebase becomes easier to understand, easier to modify, and easier to trust.
Display output support. Thunderbolt ports are designed to make it easier to connect external displays. Most Thunderbolt ports can at least support up to one 4K display, with more modern versions like Thunderbolt 4 supporting multiple 4K displays. Thunderbolt 5 is set to expand this even further with support for multiple 8K displays, or several 4K displays at super high refresh rates.
A microfluidics chip enables researchers to manipulate and study individual cells, without the use of agar at all. Credit: Brouzes E. et al. PNAS (2009).