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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
all
04/30/2021
25811.90486
21959.22766
absorbed
United States
all
05/01/2021
2466.093402
0
conair
United States
all
05/02/2021
1191.650051
0
nogo
United States
all
05/03/2021
3541.063266
0
labradoodle
United States
all
05/04/2021
6404.40298
0
consciousness
United States
all
05/05/2021
2739.324961
0
skintight
United States
all
05/06/2021
4274.150684
0
maclaine
United States
all
05/07/2021
24455.57631
20858.65209
awaken
United States
all
05/08/2021
2308.396087
0
sure-footed
United States
all
05/09/2021
1060.177306
0
bieler
United States
all
05/10/2021
3222.771273
0
scarified
United States
all
05/11/2021
5888.826063
0
tpwd
United States
all
05/12/2021
2309.904107
0
bumping
United States
all
05/13/2021
3993.018114
0
blemish
United States
all
05/14/2021
23187.57848
19811.91134
counteroffensive
United States
all
05/15/2021
2178.703127
0
manger
United States
all
05/16/2021
942.1144813
0
wriggling
United States
all
05/17/2021
2958.97768
0
iot
United States
all
05/18/2021
5420.063164
0
rosario
United States
all
05/19/2021
1929.442822
0
goswami
United States
all
05/20/2021
3738.482721
0
nohow
United States
all
05/21/2021
21982.01979
18816.50095
faithfully
United States
all
05/22/2021
2062.652043
0
tomahawk
United States
all
05/23/2021
859.3777261
0
begrudging
United States
all
05/24/2021
2714.086044
0
oba
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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