Again, though, this test isn't optimized for Apple Silicon - it's an Intel-based test running through Rosetta 2, so Apple's scores may improve when it's optimized. Oh, and on the PugetBench Photoshop test - which performs 21 different Photoshop tasks, three times per run - the M1 Air (653) and Pro (649) beat the XPS 13 (588). The Air's time is almost a third of the 27:10 the previous Intel MacBook Air needed, while both M1 scores are around half (or less) of the times posted by the XPS 13 and the ZenBook 13. Early demonstrations of learning a foreign language are promising as is the student being able to ask the ”why” of how Python is structured, not just the ”get it done” without understanding that online education often creates.Finally, having an eye toward inclusivity for everyone of any gender, race or social status is something that needs to be baked in.The M1 MacBook Air and Pro win again on our Handbrake video transcoding test, converting a 4K film to 1080p at 9:15 and 7:44 respectively. So, this means that there is a possibility that there could be a commercial incentive which is much better than constantly asking for charitable dollars.The new LLMs promise interactivity and individualized instruction that was impossible before. Both Devindra and I are the beneficiaries of that thinking and we are forever grateful to our parents for their sacrifice. And with advances like 4-bit quantization, there is the possibility they can even run on modern smartphones.The experience in China and in India is that parents will save inordinately to give their children a better life than theirs. While these large language models today mainly work in the cloud and require high-speed internet connectivity, the promise is that smaller models that are more specialized have already been ported to MacBook Pro M1 and other laptops. You get a 50GB file, so a small change makes a big difference in the size of the fileĪ conversation with Devindra on the possibilities of ChatGPT and other Large Language Models for education in India and other Middle and Low-Income Countries. Well it is hard to predict, but some benchmarks:
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