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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 York
01/06/2021
3066.789259
2951.798232
mre
United States
New York
01/07/2021
3198.759637
3069.537202
murmuring
United States
New York
01/08/2021
4483.838354
4289.767445
lin
United States
New York
01/09/2021
1981.991691
1890.523425
fabre
United States
New York
01/10/2021
2499.2793
2376.814886
genitalia
United States
New York
01/11/2021
3085.848872
2925.899673
counterinsurgency
United States
New York
01/12/2021
1154.321803
1091.238656
meditates
United States
New York
01/13/2021
2438.71355
2298.611271
enslaving
United States
New York
01/14/2021
2591.045988
2434.980953
theology
United States
New York
01/15/2021
3920.495038
3673.506808
bastrop
United States
New York
01/16/2021
1376.782125
1291.257031
avalon
United States
New York
01/17/2021
1913.572949
1796.389162
deification
United States
New York
01/18/2021
2515.339768
2363.525906
cortege
United States
New York
01/19/2021
580.6542946
546.1224661
mithra
United States
New York
01/20/2021
1882.049554
1771.791157
bid
United States
New York
01/21/2021
2042.969929
1925.098303
fillmore
United States
New York
01/22/2021
3371.603477
3180.074377
cambone
United States
New York
01/23/2021
861.2156785
813.0606576
marlinspike
United States
New York
01/24/2021
1412.369129
1334.657583
wwe
United States
New York
01/25/2021
2027.197567
1917.47067
v-necks
United States
New York
01/26/2021
121.4352664
114.9711522
vignettes
United States
New York
01/27/2021
1431.084971
1356.192272
atwood
United States
New York
01/28/2021
1606.489225
1523.862715
ole
United States
New York
01/29/2021
2941.327965
2792.698496
cinders
United States
New York
01/30/2021
461.3990933
438.5007102
porno
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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