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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
Ukraine
all
02/24/2021
3366.391225
3502.089135
conclusion
Ukraine
all
02/25/2021
4475.436224
4690.130101
restin
Ukraine
all
02/26/2021
5024.076043
5304.154771
vegas
Ukraine
all
02/27/2021
4851.350147
5160.086493
deschenes
Ukraine
all
02/28/2021
1536.50118
1646.59163
perdita
Ukraine
all
03/01/2021
0
0
unquestionable
Ukraine
all
03/02/2021
1426.712253
1552.318984
pessimist
Ukraine
all
03/03/2021
2671.869203
2929.499703
tendencias
Ukraine
all
03/04/2021
3738.726013
4131.058814
perryman
Ukraine
all
03/05/2021
4272.464786
4757.75303
monoclonal
Ukraine
all
03/06/2021
4121.49294
4625.835964
quanta
Ukraine
all
03/07/2021
993.8701342
1124.357954
children
Ukraine
all
03/08/2021
0
0
unsaturated
United States
Kentucky
12/29/2020
812.2309895
775.1219786
ayoub
United States
Kentucky
12/30/2020
1579.08145
1508.067259
luxor
United States
Kentucky
12/31/2020
0
0
visio
United States
Kentucky
01/01/2021
3902.620453
3732.712972
watercourse
United States
Kentucky
01/02/2021
495.374117
474.1633785
carlucci
United States
Kentucky
01/03/2021
825.3650666
790.6193589
rabiah
United States
Kentucky
01/04/2021
171.2262292
164.1415622
siblings
United States
Kentucky
01/05/2021
479.9125885
460.4023875
porterville
United States
Kentucky
01/06/2021
1255.19028
1205.070332
scopic
United States
Kentucky
01/07/2021
0
0
lanoue
United States
Kentucky
01/08/2021
3576.911924
3439.272751
spx
United States
Kentucky
01/09/2021
194.9831838
187.6219624
tuition
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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