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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
California
01/20/2021
5501.712838
5577.669492
pinging
United States
California
01/21/2021
279.6154301
282.6094185
skycaps
United States
California
01/22/2021
2778.711175
2799.906974
aestheticized
United States
California
01/23/2021
3694.838663
3711.713127
eat
United States
California
01/24/2021
3184.162365
3189.017223
premiering
United States
California
01/25/2021
2940.992559
2936.583169
chirp
United States
California
01/26/2021
5883.691992
5857.185629
leslye
United States
California
01/27/2021
4672.892185
4637.879215
caddesi
United States
California
01/28/2021
0
0
punditry
United States
California
01/29/2021
1928.183753
1902.317634
saccone
United States
California
01/30/2021
2894.221684
2846.903118
overconfident
United States
California
01/31/2021
2401.690923
2355.418786
scoots
United States
California
02/01/2021
2181.843597
2133.479999
menendez
United States
California
02/02/2021
5214.326502
5083.711794
reintegrate
United States
California
02/03/2021
4003.385502
3891.63075
third
United States
California
02/04/2021
0
0
arlis
United States
California
02/05/2021
1223.629238
1182.519536
mid-20th-century
United States
California
02/06/2021
2235.957717
2154.541044
pols
United States
California
02/07/2021
1758.037743
1689.1016
fattest
United States
California
02/08/2021
1557.927039
1492.50142
collection
United States
California
02/09/2021
4676.59165
4467.255503
midcentury
United States
California
02/10/2021
3462.192091
3297.690023
wilmington
United States
California
02/11/2021
0
0
cross-border
United States
California
02/12/2021
642.5889903
610.5371352
worthily
United States
California
02/13/2021
1691.367193
1605.010134
reagon
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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