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In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, as the sole quantum competitor, and the only competitor that did not use healthcare data as a key variable in its algorithm.
The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.


Utilizing D-Wave, HALO was able to generate a predictive model of Covid transmission sufficiently accurate to progress beyond the elimination round, and to achieve superior results relative to most models submitted utilizing classical computing. This model is an example of hybrid-quantum computing, where an AI utilizing one variety of quantum inputs - the environmental pattern sampling of AEM, HALO's MTJ-TRNG array - creates an algorithm that is run on a D-Wave quantum computer. The team believes that this is a truly novel example of a new, practical use of MTJ - TRNG technology.

(Magnetoresistive Tunnel Junction - True Random Number Generator)

 

 

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H.A.L.O. QI - Predicted Weekly New COVID-19 Cases By Country

Effects of Non-Pharmaceutical Interventions (NPIs) on Global New COVID-19 Cases Per 30 Days
Oxford Government Response Tracker Database
235 Global Regions with 14 Specialty Regions

Control

vs

Blockchain

AI-Predicted Daily New COVID-19 Cases By Country

Country
Region
Date
Predicted Daily New Cases
Daily New Cases Pre-H.A.L.O.
Words
United States
New Mexico
02/05/2021
216.4677748
247.0390451
eschew
United States
New Mexico
02/06/2021
327.821288
377.8174678
cave-in
United States
New Mexico
02/07/2021
0
0
everincreasing
United States
New Mexico
02/08/2021
6.3404018
7.454781734
sechin
United States
New Mexico
02/09/2021
31.26519915
37.13486236
rauch
United States
New Mexico
02/10/2021
0
0
phang
United States
New Mexico
02/11/2021
0
0
tellem
United States
New Mexico
02/12/2021
177.537907
210.4618831
israel
United States
New Mexico
02/13/2021
291.2383135
343.1720323
mojave
United States
New Mexico
02/14/2021
0
0
aon
United States
New Mexico
02/15/2021
0
0
screw
United States
New Mexico
02/16/2021
4.052164058
4.69015199
twitch
United States
New Mexico
02/17/2021
0
0
doocy
United States
New Mexico
02/18/2021
0
0
you_just
United States
New Mexico
02/19/2021
158.0882626
179.792838
non-nato
United States
New Mexico
02/20/2021
277.8203983
314.1405436
walton
United States
New Mexico
02/21/2021
0
0
macedon
United States
New Mexico
02/22/2021
0
0
sanskrit
United States
New Mexico
02/23/2021
0
0
colman
United States
New Mexico
02/24/2021
0
0
kossacks
United States
New Mexico
02/25/2021
0
0
throw-away
United States
New Mexico
02/26/2021
139.5698375
152.5358511
untrue
United States
New Mexico
02/27/2021
265.3132053
288.3527796
mystique
United States
New Mexico
02/28/2021
0
0
lollie
United States
New Mexico
03/01/2021
0
0
squinting
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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