FIF-AI is nothing more than a reward algorithm when scoring a player. What he does right, adds points and what he does wrong, subtracts. Artificial intelligence helped to understand, without emotion, how much each right fundamental adds up and how much each wrong fundamental subtracts. For example, he understood not only that submission is the most important fundamental, but how often to submit and the rate of correct submissions. The importance of tackling, both in terms of game effectiveness and psychological effectiveness.

Next, the six players that stood out the most by FIFI-AI, in each position, of the teams that are still in the championship will be placed. The players who were most effective in applying the fundamentals on the field, weighted by the importance of the fundamentals in the effectiveness of the match. Remembering that an error in a better team on the field, can mean a defeat or loss of championship. While we're modeling the best game, it's not an exact science.

If it was an even or odd dispute on your street and you had to stay in goal, who would you assemble your team with?

Another question is who did you miss? It could be your favorite player or the one that, in your opinion, should be there. Did the AI ​​get it wrong? Who modeled the data got it wrong? Was your ace not demanded enough to appear as a highlight? Are you analyzing with emotion 😊?

Quarterbacks

- Nicolás Otamendi of Argentina

-  Josko Gvardiol from Croatia

-  England's John Stones

-  Nathan Aké from Holland

-  Ruben Dias from Portugal

-  Croatia's Dejan Lovren

Sides

- Alex Sandro from Brazil

-  England's Luke Shaw

-  João Cancelo from Portugal

-  Borna Barisic from Croatia

-  Raphael Guerreiro from Portugal

-  Borna Sosa from Croatia

Steering wheels

- Danilo Pereira from Portugal

-  Rodrigo de Paul from Argentina

-  Marcelo Brozovic from Croatia

-  Aurélien Tchouaméni from France

-  Rúben Neves from Portugal

-  England's Declan Rice

Socks

-  Enzo Fernandez from Argentina

-  Mateo Kovacic from Croatia

-  Bruno Fernandes from Portugal

-  Otávio of Portugal

-  Alexis Mac Allister from Argentina

-  Bernardo Silva from Portugal

Attackers

-  France's Antoine Griezmann

-  Lionel Messi from Argentina

-  Joao Félix from Portugal

-  Raphinha from Brazil

-  Ousmane Dembele from France

-  Vinicius Junior from Brazil

As for the next games, considering what they have played so far in all the Cup games, the 5 strongest are:

-  Argentina

-  England

-  France

-  Croatia

-  Brazil

If we only consider the round of 16 games, which can be a relevant trend, the odds look like this:

-  Argentina

-  Croatia

-  Brazil

-  England

-  France

In this case, despite the analysis being of a game, the FIF-AI relativizes the teams to the general context, allowing the comparison, and not only in the game in question.

And below, the odds for the next games:

-  Argentina: 57%

-  Netherlands: 43%

-  England: 51%

-  France: 49%

-  Croatia: 50.4%

-  Brazil: 49.6%

-  Portugal: 64%

-  Morocco: 36%

Artificial Intelligence does not understand football, but it reveals patterns and important details for professionals, specialists and executives who want to identify key points for consistent improvement in their businesses.

One of the great advantages of AI is the capacity for in-depth analysis in real time, keeping the business in question at a high level of dynamism.

(*) FIF-AI: Football Intensity Factor, developed with the application of AI - Artificial Intelligence applied to football data generated from high-performance games and updated with continuous learning techniques.