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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
Virginia
03/22/2021
0
0
federalists
United States
Virginia
03/23/2021
138.3182913
142.9787736
isaac
United States
Virginia
03/24/2021
296.9653037
307.0528594
thas
United States
Virginia
03/25/2021
152.8175102
158.0505705
aches
United States
Virginia
03/26/2021
0
0
overfished
United States
Virginia
03/27/2021
648.8716516
671.4487474
integration
United States
Virginia
03/28/2021
0
0
hibernates
United States
Virginia
03/29/2021
0
0
sexual-assault
United States
Virginia
03/30/2021
93.61135562
96.9459143
cretaceous
United States
Virginia
03/31/2021
253.5589502
262.6610157
do-gooder
United States
Virginia
04/01/2021
111.196363
115.218704
strobing
United States
Virginia
04/02/2021
0
0
huckleberries
United States
Virginia
04/03/2021
607.8195687
630.1422965
fourteen-year-old
United States
Virginia
04/04/2021
0
0
ccms
United States
Virginia
04/05/2021
0
0
wingate
United States
Virginia
12/27/2020
1479.436629
1626.514546
seay
United States
Virginia
12/28/2020
1017.884994
1109.950245
gazette-journal
United States
Virginia
12/29/2020
1719.409297
1859.756897
brescia
United States
Virginia
12/30/2020
1844.818615
1979.388828
warrenton
United States
Virginia
12/31/2020
1679.181041
1787.324763
shitless
United States
Virginia
01/01/2021
629.9792573
665.2551381
fabricio
United States
Virginia
01/02/2021
2139.084556
2241.161084
carlo
United States
Virginia
01/03/2021
1275.297803
1325.764965
unwrap
United States
Virginia
01/04/2021
787.9951652
812.8577392
dictatorships
United States
Virginia
01/05/2021
1531.060594
1567.275313
wolfinger
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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