Week ending September 10, 2022

Performance - Michael Hentschel, the S&P 500 was down -3.3%

Editorial - "Availability bias in marriage and the markets", by Dr Howard Rankin  

AI Science - #7 Availability Bias importance in simulating human behavior

AI Logic - Designing for the availability of the forest with the trees

I'm an image
I'm an image

Performance

It was a bad week for the S&P down 3.3%, and the $1.950B IntualityAI Portfolio is in Hedge Mode, selling selectively and not buying, presently 70% in cash. Since inception 6-2-21, the portfolio is up 95.0% (75.9% annualized gain), outperforming the S&P by 101.3% over 14 months and by 48.8% in 2022 ytd. Monthly average ROI is at 6.2%. YTD the S&P is down 17.7% while the Fund is up 31.2%.

It was a bad week for the S&P down 3.3%, and the $1.950B IntualityAI Portfolio is in Hedge Mode, selling selectively and not buying, presently 70% in cash. Since inception 6-2-21, the portfolio is up 95.0% (75.9% annualized gain), outperforming the S&P by 101.3% over 14 months and by 48.8% in 2022 ytd. Monthly average ROI is at 6.2%. YTD the S&P is down 17.7% while the Fund is up 31.2%.

by Michael Hentschel

Editorial

The availability bias, is a mental shortcut that comes into play, in marriage and the markets, when we focus on specific examples when thinking about  a specific topic, concept, method or decision.

Now those “immediate examples” are often driven by emotion. And what’s mentally available then anchors the narrative.

A couple have a reasonably solid relationship. But then her husband does something the wife doesn’t like, and she gets angry. Now in this mental state, the wife’s mind fills with previous examples of her husband’s bad behavior. Motivated by her anger, the wife can resurrect several examples of her spouse’s  poor behavior, increasing her anger.

Faced with his wife’s rage, the husband now gets angry in response to his wife’s attacks. In this state he focuses on the times his wife has annoyed him with questionable behavior. This brings up memories of her hurtful comments and actions.

This escalation in the conflict is driven by the availability bias. In this state both partners are looking for, finding and exaggerating, their spouse’s “abusive” behavior. At this point, neither partner is naturally going to consider all the loving and kind things that each has done for the other. The narrative is all about harm and abuse.

If they’re not careful, this  selective attention, perception and memory, can lead the couple on the road to a breakup.  Availability obviously biases the narrative, often distorting it to a significant degree.

Consider the stock market. Two overnight stories suggest a significant downturn in the economy. The articles are widely repeated on different platforms, and seen numerous times by investors. The availability of this information is likely to distort its significance. It becomes the main narrative in the community and becomes disproportionately significant in the approach to the day’s trading. Other stories get less attention even though they have as much value and significance as the two “main” stories about economic downturn.

When we are reading material or studying information, it is the focus of our attention and,  as Daniel Kahneman says, “Nothing in life is as important is as you think it is,  while you are thinking about it.”

by Dr Howard Rankin

AI Science

AI can not access data it can NOT see. Humans however can perceive the presence AND absence of information, even including the pattern of events that by themselves may not make rational sense.

If we want to predict human behavior, an AI needs to learn about and mimic intuition. And it must look to ANY available data that might conceivably influence these intuitive decisions. Any information available in an individual’s environment, past present or future, may impact that individual’s ultimate decision.

Only computers can look at ALL available data that might be relevant. Peripheral “influencer” data such as the weather may be correlated to human decisions, but the computer must be told to look for those relationships and patterns in additional data sets, even information that might not be expected to be relevant. We test this very broadly.

Human wisdom might be defined as the totality of human information, modulated by human biases that add to human irrationality. But this irrationality basically works for us. To predict human activities such as stock transactions and sports results, IntualityAI has created a “Humanized AI” that improves predictive accuracy for any data stream.

by Michael Hentschel

AI is not legitimate without the availability bias. We are more afraid of flying than driving to the airport, even though car accident rates are far higher than flying. Somewhere there is probably a committee trying to decide whether to build more airports or highways. How can population travel demand be correctly interpreted without simulating these behaviors? These belief systems, inputted as sequential data, repeat and become dominant. AI must receive travel demand data but also data that represents traveler preference. A chess-playing AI needs to know the rules of the game and the probable behaviors of the players. 

Current AI often ignores the other availability bias dimension of influencers. It must includes data like the weather, time of day, day of week, holidays, etc., on travel preferences and plans.  Has its chess opponent got a bad cold! 

by Grant Renier

AI Logic

Current AI development focuses on high up-front cost and time to select and separately analyze data that might be relevant.  Then there are the learning and training phases. IntualityAI logic is designed to real-time process any data thought to be influential and dynamically control its degree of influence.  We purposely input potentially related data and watch its degree of influence on the application's objective. If it turns out that it has little to no long-term use, we trim it out of the system.

by Grant Renier

All of the following application results use the same IntualityAI system without change to its core logic

Markets performance simulated and actual

TRADING PERFORMANCE RESULTS HAVE MANY INHERENT LIMITATIONS.  NO REPRESENTATION IS BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFITS OR LOSSES SIMILAR TO THOSE THAT MIGHT BE SHOWN. IN FACT, THERE ARE FREQUENTLY SHARP DIFFERENCES BETWEEN REPORTED PERFORMANCE RESULTS AND RESULTS SUBSEQUENTLY ACHIEVED BY THE INTUALITY TRADING PROGRAM OR PORTFOLIO. THERE ARE NUMEROUS OTHER FACTORS RELATED TO THE MARKETS IN GENERAL OR TO THE IMPLEMENTATION OF THE INTUALITY PROGRAM WHICH CANNOT BE FULLY ACCOUNTED FOR IN THE PREPARATION OF REPORTED PERFORMANCE RESULTS AND ALL OF WHICH CAN ADVERSELY AFFECT ACTUAL TRADING RESULTS

I'm an image
I'm an image
I'm an image
I'm an image
I'm an image
I'm an image

The following charts are shown here this one time and can be found on our website under

Performance Charts

Successful NFL Football prediction and wagering

Correct predictions of elections since 2012

I'm an image
I'm an image
I'm an image
I'm an image

Advanced alerts for critical health events

I'm an image
I'm an image
I'm an image
I'm an image
I'm an image

Profitable predictions of demographic behavior

I'm an image
IntualityAI website
unsubscribe me

 

This content is not for publication

@Intuality Inc 2022-2023  ALL RIGHTS RESERVED

Designed with BEE Designed with BEE