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...

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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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Having recently started to read “Willpower” by Roy Baumeister, I am fascinated with the controversy over the reproducibility of his experiments on ego depletion. This is just the latest example in a longstanding historic problem with reproducibility that impacts the progress of science in many fields including medicine. This is an area where blockchain technology may be able to help.
How so? We need to switch the academic standard for publishing to include raw data from experiments. Often this data is voluminous and so I am not suggesting that it be published directly into the blockchain but the blockchain could be used to store both hashes and digital signatures for data. The hashes to insure the integrity of the data and the signatures to keep attribution of data to researchers who helped originate it. For instance, one could imagine a namespace for scientific data powered by Onename’s Blockstack.
This would be useful not just in the social sciences but could also be used for publishing code and data in computer science. Even in physics open access to experimental data should be the rule. For instance, there are still fundamental questions of cosmology including theories that do not require dark matter and dark energy. It is virtually impossible to test those without access to raw data from the cosmic microwave background measurements and the recent gravitational wave experiment.
Open access publishing including signed and hashed data sets would allow much faster progress in science. It would increase the ability for third parties to analyze finding and to test competing theories on the same data. With signature attribution data could be cited the same way papers are cited today.
Having recently started to read “Willpower” by Roy Baumeister, I am fascinated with the controversy over the reproducibility of his experiments on ego depletion. This is just the latest example in a longstanding historic problem with reproducibility that impacts the progress of science in many fields including medicine. This is an area where blockchain technology may be able to help.
How so? We need to switch the academic standard for publishing to include raw data from experiments. Often this data is voluminous and so I am not suggesting that it be published directly into the blockchain but the blockchain could be used to store both hashes and digital signatures for data. The hashes to insure the integrity of the data and the signatures to keep attribution of data to researchers who helped originate it. For instance, one could imagine a namespace for scientific data powered by Onename’s Blockstack.
This would be useful not just in the social sciences but could also be used for publishing code and data in computer science. Even in physics open access to experimental data should be the rule. For instance, there are still fundamental questions of cosmology including theories that do not require dark matter and dark energy. It is virtually impossible to test those without access to raw data from the cosmic microwave background measurements and the recent gravitational wave experiment.
Open access publishing including signed and hashed data sets would allow much faster progress in science. It would increase the ability for third parties to analyze finding and to test competing theories on the same data. With signature attribution data could be cited the same way papers are cited today.
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