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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
Ohio
06/15/2021
0
0
liabilities
United States
Ohio
06/16/2021
0
0
reworking
United States
Ohio
06/17/2021
0
0
extort
United States
Ohio
06/18/2021
2709.0203
2908.234966
meditate
United States
Ohio
06/19/2021
0
0
affluence
United States
Oklahoma
12/22/2020
1341.391726
1270.724165
aisling
United States
Oklahoma
12/23/2020
2195.433861
2081.431944
lustful
United States
Oklahoma
12/24/2020
0
0
perjured
United States
Oklahoma
12/25/2020
1491.024225
1415.858228
apfel
United States
Oklahoma
12/26/2020
4638.623048
4408.30031
evar
United States
Oklahoma
12/27/2020
0
0
incense
United States
Oklahoma
12/28/2020
320.9990413
305.5488844
sunburned
United States
Oklahoma
12/29/2020
879.3266405
837.6740337
worked
United States
Oklahoma
12/30/2020
1745.39854
1664.054573
nikolai
United States
Oklahoma
12/31/2020
0
0
kitchenware
United States
Oklahoma
01/01/2021
1058.017207
1010.328943
showgirl
United States
Oklahoma
01/02/2021
4204.371264
4018.094032
chamber
United States
Oklahoma
01/03/2021
0
0
refers
United States
Oklahoma
01/04/2021
0
0
winton
United States
Oklahoma
01/05/2021
489.4414545
468.8872171
yau
United States
Oklahoma
01/06/2021
1367.805918
1311.42126
magda
United States
Oklahoma
01/07/2021
0
0
colombo
United States
Oklahoma
01/08/2021
698.6948416
670.9749763
recalled
United States
Oklahoma
01/09/2021
3843.272116
3693.778671
pro-growth
United States
Oklahoma
01/10/2021
0
0
understory
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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