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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
Maine
03/16/2021
150.4929522
141.4764583
fruitless
United States
Maine
03/17/2021
134.8890166
126.5262726
sou
United States
Maine
03/18/2021
154.25232
144.3690416
hussain
United States
Maine
03/19/2021
0
0
maa
United States
Maine
03/20/2021
0
0
sympathise
United States
Maine
03/21/2021
149.7259614
139.2088743
miscarriage
United States
Maine
03/22/2021
182.5664283
169.3703629
torrance
United States
Maine
03/23/2021
146.603674
135.709462
break-out
United States
Maine
03/24/2021
130.7103526
120.7330342
shortcomings
United States
Maine
03/25/2021
150.3367769
138.5588558
consistently
United States
Maine
03/26/2021
0
0
mccourty
United States
Maine
03/27/2021
0
0
freezing
United States
Maine
03/28/2021
145.6575817
133.3746371
ctp
United States
Louisiana
06/17/2021
0
0
qaeda
United States
Louisiana
06/18/2021
951.9280516
888.5657116
akbar
United States
Louisiana
06/19/2021
0
0
ribas
United States
Maine
12/22/2020
178.3781482
191.0394159
tamil
United States
Maine
12/23/2020
164.7226401
176.5631794
goad
United States
Maine
12/24/2020
181.5730862
194.7888732
sepia-toned
United States
Maine
12/25/2020
0
0
circumferential
United States
Maine
12/26/2020
0
0
brood
United States
Maine
12/27/2020
175.9425408
189.2268907
farmsteads
United States
Maine
12/28/2020
204.3591693
219.9749275
rink
United States
Maine
12/29/2020
173.7166218
187.149125
collaborator
United States
Maine
12/30/2020
160.2270011
172.762632
paps
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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