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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 Hampshire
02/15/2021
256.3091152
252.1841687
pmc
United States
New Hampshire
02/16/2021
139.1685431
137.6509312
mornin
United States
New Hampshire
02/17/2021
183.6276954
182.5881717
depaul
United States
New Hampshire
02/18/2021
0
0
homework
United States
New Hampshire
02/19/2021
229.1794585
230.3242487
engaged
United States
New Hampshire
02/20/2021
433.8912178
438.4077593
brain-eating
United States
New Hampshire
02/21/2021
169.851041
172.5486587
undipped
United States
New Hampshire
02/22/2021
216.2977196
220.929678
stomped
United States
New Hampshire
02/23/2021
104.0454526
106.8554918
rils
United States
New Hampshire
02/24/2021
147.5480062
152.3672876
saluda
United States
New Hampshire
02/25/2021
0
0
coils
United States
New Hampshire
02/26/2021
192.13768
200.6226085
apartness
United States
New Hampshire
02/27/2021
389.6905007
409.177492
leap
United States
New Hampshire
02/28/2021
135.9875566
143.5916831
desirability
United States
New Hampshire
03/01/2021
181.2816558
192.5023072
staff
United States
New Hampshire
03/02/2021
73.88762934
78.90775705
fawning
United States
New Hampshire
03/03/2021
116.3776647
124.9964192
zhirinovsky
United States
New Hampshire
03/04/2021
0
0
eduction
United States
New Hampshire
03/05/2021
159.9421083
173.7775132
redactions
United States
New Hampshire
03/06/2021
350.2929876
382.8118717
ritchey
United States
New Hampshire
03/07/2021
106.919761
117.5303071
dami
United States
New Hampshire
03/08/2021
151.0013966
166.9651039
louis
United States
New Hampshire
03/09/2021
49.08080713
53.84822787
pastor
United States
New Hampshire
03/10/2021
92.30981694
100.4959964
mistakenly
United States
New Hampshire
03/11/2021
0
0
bogor
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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