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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
Idaho
06/09/2021
0
0
immigrating
United States
Idaho
06/10/2021
0
0
oysters
United States
Idaho
06/11/2021
125.0146584
120.4980867
barbier
United States
Idaho
06/12/2021
0
0
lech
United States
Idaho
06/13/2021
0
0
mcphee
United States
Idaho
06/14/2021
0
0
precrime
United States
Idaho
06/15/2021
0
0
tortas
United States
Idaho
06/16/2021
0
0
mooned
United States
Idaho
06/17/2021
0
0
circumcision
United States
Idaho
06/18/2021
121.7170037
112.5374389
amos
United States
Idaho
06/19/2021
0
0
antioquia
United States
Illinois
12/22/2020
1801.513185
1814.200337
blister
United States
Illinois
12/23/2020
4035.27705
4062.842222
fox
United States
Illinois
12/24/2020
4975.238005
5008.172526
donc
United States
Illinois
12/25/2020
816.7532383
821.9873324
high-income
United States
Illinois
12/26/2020
1400.957038
1409.639094
low-class
United States
Illinois
12/27/2020
973.6058289
979.4339673
dementia
United States
Illinois
12/28/2020
244.1864608
245.5966697
koda
United States
Illinois
12/29/2020
1001.648245
1007.22163
post-saddam
United States
Illinois
12/30/2020
3281.635673
3299.203531
lastly
United States
Illinois
12/31/2020
4261.493111
4283.408452
blackish
United States
Illinois
01/01/2021
132.8519789
133.5072037
gopnik
United States
Illinois
01/02/2021
756.1764619
759.7466939
ingebretsen
United States
Illinois
01/03/2021
363.8860834
365.5275557
breaching
United States
Illinois
01/04/2021
0
0
melrose
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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