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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 Jersey
12/22/2020
2626.47136
2536.782494
subtitle
United States
New Jersey
12/23/2020
2384.347899
2297.789669
lakotas
United States
New Jersey
12/24/2020
2791.952024
2684.607804
slickly
United States
New Jersey
12/25/2020
2340.832583
2245.83399
slaveholding
United States
New Jersey
12/26/2020
1279.821233
1225.16096
prinze
United States
New Jersey
12/27/2020
2812.470712
2686.399024
foodstamps
United States
New Jersey
12/28/2020
1349.598011
1286.256965
resolve
United States
New Jersey
12/29/2020
2184.192399
2077.0986
rockefellers
United States
New Jersey
12/30/2020
1946.104016
1846.618943
waus
United States
New Jersey
12/31/2020
2368.556586
2242.54989
rheumatology
United States
New Jersey
01/01/2021
1918.461393
1812.427362
boughs
United States
New Jersey
01/02/2021
849.9628375
801.2328718
downplay
United States
New Jersey
01/03/2021
2417.044059
2273.509276
abnormalities
United States
New Jersey
01/04/2021
939.9764048
882.2354753
spoonfuls
United States
New Jersey
01/05/2021
1798.048028
1683.938804
duda
United States
New Hampshire
03/27/2021
332.7172662
320.2761228
order
United States
New Hampshire
03/28/2021
58.48147475
55.9138177
onika
United States
New Hampshire
03/29/2021
112.4084573
106.7508413
degree-granting
United States
New Hampshire
03/30/2021
0
0
appeases
United States
New Hampshire
03/31/2021
45.7728306
42.89252865
hierarchical
United States
New Hampshire
04/01/2021
0
0
incisively
United States
New Hampshire
04/02/2021
101.1350514
93.53056101
home-run
United States
New Hampshire
04/03/2021
331.1611535
304.2693674
corollary
United States
New Hampshire
04/04/2021
43.66442195
40.18334933
water-level
United States
New Hampshire
04/05/2021
99.17171765
91.41278802
terrific
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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