Twitter's Jack Dorsey is being pressured by a bunch of social media reporters from CNN to silence voices like Alex Jones; and all of the big socials are caving in fast. It's time to unmask the seemingly reasonable justifications for these bans for what they are - censorship.

I add to the voices calling for a freer flow of information, and I call for entrepreneurs, engineers, and product designers to come up with a new generation of platforms that will be better than the old.

We also talk about millennial and their avocado toast, rip on Long Island, explain the difference between New York City and Long Island, talking about organizational bias as a way of dealing with it, and my answers on a public interview keeping me up at night.

This is sure to be the most controversial Local Maximum to date. Check it out!

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

Today we dive into the current Bayesian flame wars on Twitter. Do Bayesian priors converge? As Nassim Taleb (@nntaleb) points out, not necessarily until a fat tail or power law distribution. We'll talk about what that means, and the wonders worked by Bayes rule even under some seemingly preposterous priors.

Also - the military wants to do machine learning with less data. Is the era of big data over and giving way to the era of the big algorithm? The results of the Twitter Shadow Ban poll, QA bias, the Streisand effect and the Alex Jones banning

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

Chris Messina and I go over a recent article of his on the evolution of conversational commerce and bots, and how to steer the industry towards better products. Relationship Design, Augmented Reality, and Natural Language.

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

I may be on vacaction, but I still snuck in some time to put together a show! Decided to go solo this week and focus on Twitter's purging of bots and trolls. There is wide agreement that they need to do something to fix their platform, but there is not wide agreement on what exactly the problem is and what should be fixed. Can they focus on the experience and wellbeing of their enduser, or will they fall victim promoting fashionable political trends and end up with censorship?

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

Artificially Intelligent Host Christian Hubbs talks to Max about what he's learning in the field of AI through his work. Industries and use cases for AI. When are self driving cars coming? And - what's the end game for humans and machines. We also talk about Christian's interest in reinforcement learning, and how that's being used to have computers play games like go.

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

Kris Conception talks about Natural Language Processing, Natural Language Understanding, and machine translation. We then go into how we build the taste ontology at Foursquare to supercharge the best city guide in the world, and how it connects concepts through languages and cultures.

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

So the overall theme of the show today is applying what we learned last time. Bayesian Probability is good. P-Value hacking - is where we get into trouble. Death to P-hacking!

We start by following up on my monologue from last week about Beliefs and Probability. This leads us into an article about the Reverend Thomas Bayes himself, and how his ideas transformed our thinking on probability and belief.

And finally, are most of the scientific studies that you hear about wrong? Worry about p-hacking, and think like a Bayesian, and maybe we won't be misled as often; let’s begin to attempt to figure out how to make sense of it all.

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

I explore the nature of probability, and my approach to thinking about facts and belief. I talk about problem solving a lot; here I go into the fundamentals and work to justify how I think about it.

What problem does probability solve? Should we always think in terms of probability? What's the difference between an artificial language (code, math) and natural language? How many water molecules are in the Atlantic Ocean? Sometimes we have vague questions and make vague statements - should that be ok?

This episode is a little different, but I hope this is the beginning of a back-and-forth conversation with the Local Maximum listenership to try to get to the bottom of these deep issues.

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

Aaron and Max have a stream-of-consciousness discussion where we look at some recent discussions on the tech web: Fred Ehrsam on Blockchain AI Marketplaces, and Chris Messina on the effect of AI agents on the economy.

Get full access to The Local Maximum at localmaximum.substack.com/subscribe

Daniel Kronovet and Max discuss the world of information theory. We go into how it was invented by Claude Shannon at Bell Labs, the meaning of information and entropy, and the difference between measurement and processing. Catch references to a Jim Carrey movie and the Belmont stakes!

Get full access to The Local Maximum at localmaximum.substack.com/subscribe