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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
12/22/2020
5356.490501
5762.175596
right-wingers
United States
Ohio
12/23/2020
7236.169538
7703.737005
plasmodium
United States
Ohio
12/24/2020
0
0
krem
United States
Ohio
12/25/2020
12848.98585
13402.10519
roll-out
United States
Ohio
12/26/2020
2793.389027
2884.420838
raved
United States
Ohio
12/27/2020
3537.219618
3616.22904
ketoconazole
United States
Ohio
12/28/2020
2371.35263
2400.4881
iwamura
United States
Ohio
12/29/2020
4517.588126
4528.574696
healthily
United States
Ohio
12/30/2020
6538.604176
6491.313648
clinician
United States
Ohio
12/31/2020
0
0
iapp
United States
Ohio
01/01/2021
12525.7557
12199.92363
totalitarian
United States
Ohio
01/02/2021
1747.051272
1685.661227
houlton
United States
Ohio
01/03/2021
2565.589342
2452.456949
zach
United States
Ohio
01/04/2021
1340.397627
1269.506503
indelicate
United States
Ohio
01/05/2021
3658.299739
3433.241365
sunset
United States
North Dakota
03/27/2021
0
0
theorist
United States
North Dakota
03/28/2021
0
0
lugubrious
United States
North Dakota
03/29/2021
0
0
meerkats
United States
North Dakota
03/30/2021
0
0
fiori
United States
North Dakota
03/31/2021
24.23989041
22.05736358
obligated
United States
North Dakota
04/01/2021
0
0
sonal
United States
North Dakota
04/02/2021
0
0
ballroom
United States
North Dakota
04/03/2021
0
0
non-urgent
United States
North Dakota
04/04/2021
0
0
guerrilla
United States
North Dakota
04/05/2021
0
0
wildcatters
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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