Philosophy Mondays: Human-AI Collaboration
Today's Philosophy Monday is an important interlude. I want to reveal that I have not been writing the posts in this series entirely by myself. Instead I have been working with Claude, not just for the graphic illustrations, but also for the text. My method has been to write a rough draft and then ask Claude for improvement suggestions. I will expand this collaboration to other intelligences going forward, including open source models such as Llama and DeepSeek. I will also explore other moda...

Intent-based Collaboration Environments
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Web3/Crypto: Why Bother?
One thing that keeps surprising me is how quite a few people see absolutely nothing redeeming in web3 (née crypto). Maybe this is their genuine belief. Maybe it is a reaction to the extreme boosterism of some proponents who present web3 as bringing about a libertarian nirvana. From early on I have tried to provide a more rounded perspective, pointing to both the good and the bad that can come from it as in my talks at the Blockstack Summits. Today, however, I want to attempt to provide a coge...
Philosophy Mondays: Human-AI Collaboration
Today's Philosophy Monday is an important interlude. I want to reveal that I have not been writing the posts in this series entirely by myself. Instead I have been working with Claude, not just for the graphic illustrations, but also for the text. My method has been to write a rough draft and then ask Claude for improvement suggestions. I will expand this collaboration to other intelligences going forward, including open source models such as Llama and DeepSeek. I will also explore other moda...

Intent-based Collaboration Environments
AI Native IDEs for Code, Engineering, Science
Web3/Crypto: Why Bother?
One thing that keeps surprising me is how quite a few people see absolutely nothing redeeming in web3 (née crypto). Maybe this is their genuine belief. Maybe it is a reaction to the extreme boosterism of some proponents who present web3 as bringing about a libertarian nirvana. From early on I have tried to provide a more rounded perspective, pointing to both the good and the bad that can come from it as in my talks at the Blockstack Summits. Today, however, I want to attempt to provide a coge...
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In order to understand solutions to the climate crisis, including the potential role of nuclear energy, it is essential to understand our current and future demand and supply of electricity. There are of course entire books that have been written about just small subtopics of electricity, so please consider this post as a guidance.
Electricity is the most refined and concentrated form of energy available to us. We can adjust its use in extremely small quantities. We can store it. We can generate it directly from sunlight without moving parts. We can transmit it in automated fashion over long distances (admittedly with losses). We can use it to easily create light, heat, force, computation. We simply have no other form of energy that comes even close to it. Electricity is a fundamental aspect of nature (it is one of the quantum fields) and our abilities to understand and use are the result some of the most beautiful breakthroughs in science.
So where we use electricity today in the United States? Here is a breakdown by major category over time

Several points here are important. First, we have massively increased our electricity demand since the 1950s. Second, the demand has actually been flat for about a decade, but has just started to tick up. Third, industrial use is smaller than one might have expected but is still about a quarter of total. Fourth, transportation use is tiny so far.
Let’s double click for a moment on the residential consumption. What do households use electricity for?

As it turns about half is used for some form of heating or cooling. Lighting accounts for a paltry 6.2% and all other uses is a massive category of nearly 40%.
What about the commercial sector? It looks like this

Here the heating and cooling use cases add up to a bit shy of 40%. Lighting plus office equipment including computers make up about a quarter. Again the all other use category is quite big at over a third.
Now before going into why these demand patterns are likely to change, here is a breakdown of where electricity comes from in the US over the last two decades

While this a bit small one can see quite clearly that in the US the biggest components of electricity generation are still carbon based. Thankfully there is a big reduction in coal (the coal), much of that has been compensated by increases in natural gas. And while solar has been growing (the light blue line) it is still small. Nuclear, the yellow line has been flat, but is a meaningful component of US electricity production.
In the next post, I will look at why the demand for electricity will have to increase substantially if we want to emit less carbon. And as should be obvious from the chart immediately above, we have a long way to go to make cleaner electricity in the US.
In order to understand solutions to the climate crisis, including the potential role of nuclear energy, it is essential to understand our current and future demand and supply of electricity. There are of course entire books that have been written about just small subtopics of electricity, so please consider this post as a guidance.
Electricity is the most refined and concentrated form of energy available to us. We can adjust its use in extremely small quantities. We can store it. We can generate it directly from sunlight without moving parts. We can transmit it in automated fashion over long distances (admittedly with losses). We can use it to easily create light, heat, force, computation. We simply have no other form of energy that comes even close to it. Electricity is a fundamental aspect of nature (it is one of the quantum fields) and our abilities to understand and use are the result some of the most beautiful breakthroughs in science.
So where we use electricity today in the United States? Here is a breakdown by major category over time

Several points here are important. First, we have massively increased our electricity demand since the 1950s. Second, the demand has actually been flat for about a decade, but has just started to tick up. Third, industrial use is smaller than one might have expected but is still about a quarter of total. Fourth, transportation use is tiny so far.
Let’s double click for a moment on the residential consumption. What do households use electricity for?

As it turns about half is used for some form of heating or cooling. Lighting accounts for a paltry 6.2% and all other uses is a massive category of nearly 40%.
What about the commercial sector? It looks like this

Here the heating and cooling use cases add up to a bit shy of 40%. Lighting plus office equipment including computers make up about a quarter. Again the all other use category is quite big at over a third.
Now before going into why these demand patterns are likely to change, here is a breakdown of where electricity comes from in the US over the last two decades

While this a bit small one can see quite clearly that in the US the biggest components of electricity generation are still carbon based. Thankfully there is a big reduction in coal (the coal), much of that has been compensated by increases in natural gas. And while solar has been growing (the light blue line) it is still small. Nuclear, the yellow line has been flat, but is a meaningful component of US electricity production.
In the next post, I will look at why the demand for electricity will have to increase substantially if we want to emit less carbon. And as should be obvious from the chart immediately above, we have a long way to go to make cleaner electricity in the US.
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