- Evolution is seen as a highly path-dependent process due to its historical nature, but outcomes could have varied.
- Convergence and constraints significantly limit evolutionary designs, suggesting that not all possibilities are realized.
- Fundamental constraints are inherent in the logic of living matter, influencing evolutionary outcomes.
- Examples of constraints include thermodynamics in living systems, linear molecular information, cellular composition, multicellularity, cognitive system computations, and ecosystem architecture.
- The study provides evidence for these constraints and proposes pathways for a defined theoretical framework.
Physicists and computer scientists are using stochastic thermodynamics to understand the energy costs of computation, with implications for designing more energy-efficient devices.
Using Digital Twins to optimize data center operations and eliminate wasted IT infrastructure can save significant costs and improve sustainability.
Helion, backed by OpenAI, claims to be on track to build its first fusion plant within the next five years, but experts are skeptical of the timeline.
The company's Polaris reactor design uses an electromagnetic coil system to generate a 50-megawatt electrical output, with a planned location in Washington state, USA.
This article details how to use a software-defined radio (SDR) to read data from utility meters, allowing for a more complete understanding of energy usage in a smart home.