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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
Ukraine
all
02/24/2021
3366.391225
3502.089135
conclusion
Ukraine
all
02/25/2021
4475.436224
4690.130101
restin
Ukraine
all
02/26/2021
5024.076043
5304.154771
vegas
Ukraine
all
02/27/2021
4851.350147
5160.086493
deschenes
Ukraine
all
02/28/2021
1536.50118
1646.59163
perdita
Ukraine
all
03/01/2021
0
0
unquestionable
Ukraine
all
03/02/2021
1426.712253
1552.318984
pessimist
Ukraine
all
03/03/2021
2671.869203
2929.499703
tendencias
Ukraine
all
03/04/2021
3738.726013
4131.058814
perryman
Ukraine
all
03/05/2021
4272.464786
4757.75303
monoclonal
Ukraine
all
03/06/2021
4121.49294
4625.835964
quanta
Ukraine
all
03/07/2021
993.8701342
1124.357954
children
Ukraine
all
03/08/2021
0
0
unsaturated
Ukraine
all
01/09/2021
10744.99177
11695.75045
sigs
Ukraine
all
01/10/2021
7402.108697
8088.964422
secure
Ukraine
all
01/11/2021
4400.427972
4827.859774
suborbital
Ukraine
all
01/12/2021
7065.827879
7783.087368
syrinx
Ukraine
all
01/13/2021
8178.254643
9044.51979
stragglers
Ukraine
all
01/14/2021
9131.33949
10139.16929
alphabet
Ukraine
all
01/15/2021
9567.288391
10666.12757
xoxo
Ukraine
all
01/16/2021
9427.863463
10437.88571
set
Ukraine
all
01/17/2021
6220.096882
6839.094161
toleration
Uganda
all
05/19/2021
973.1093658
1051.670113
aground
Uganda
all
05/20/2021
732.6391819
789.1067619
airbnb
Uganda
all
05/21/2021
966.6536652
1037.646065
heth
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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