Friday, October 19, 2018

(Lack of) Trust is killing the World

Not to take on the "Software is eating the world" meme, I believe the pendulum has swung too far in the SD* world.

Automation was the killer app driving the softwarize everything and give it internal guidance (read ML, AI etc.), but at the end of the day it ended up being a great tool for the bad actors who used the automation to conduct fraud, invade privacy and outright steal. Think of an airport with no security where airlines automate all ticketing, boarding, everything. Not a very secure flight is it? The biggest threat to efficiency/automation/AI is fraud, malice and hmm . bad actors or humans.

What we need now is to build a platform that promotes trust not just communication. I went to engineering school when having an email was a privilege given to certain university students. Today I can communicate with my family over four different chat programs. They all use different ones. Do we really need this? Given all these choices, I still could not locate the person who sold me stuff on eBay that never arrived. What's the point?

If software wants to run stuff, the it should be accountable. Is should be trusted. Currently, the only technology that straddles tech and human boundary is Blockchain. These large platform companies should store all PII on Blockchain which should be under the user's control. My digital recognitions from University diplomas to Employee of the Day award should be on my personal chain. When we get to a point where I get alerted for when someone or something (read SW) is accessing my data using my public key on any platform or within any organization, only then will people trust these newly classified communication services companies. Until then, I think SD* will be put on hold. Enough of efficiency, I just want my privacy back!

Costs in Training LLMs

 I went through the Llama-2 white paper that was released with the model by meta. I was hoping to learn some special technique they may be ...