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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
Connecticut
06/09/2021
0
0
hut
United States
Connecticut
06/10/2021
0
0
reefs
United States
Connecticut
06/11/2021
0
0
git
United States
Connecticut
06/12/2021
0
0
solita
United States
Connecticut
06/13/2021
0
0
unenforceable
United States
Connecticut
06/14/2021
1015.599849
937.7644674
vault
United States
Connecticut
06/15/2021
0
0
dissolved
United States
Connecticut
06/16/2021
0
0
perfectionist
United States
Connecticut
06/17/2021
0
0
rendered
United States
Connecticut
06/18/2021
0
0
vulcanization
United States
Connecticut
06/19/2021
0
0
interferes
United States
Delaware
12/22/2020
285.8940778
281.3950042
forcibly
United States
Delaware
12/23/2020
152.1847134
149.7037643
cybersecurity
United States
Delaware
12/24/2020
396.5145944
389.8266059
trex
United States
Delaware
12/25/2020
387.585699
380.8296879
bumps
United States
Delaware
12/26/2020
280.7888275
275.7361908
ably
United States
Delaware
12/27/2020
353.5768249
347.0154241
cce
United States
Delaware
12/28/2020
157.3739059
154.3650195
halloween
United States
Delaware
12/29/2020
212.9928538
208.800976
shone
United States
Delaware
12/30/2020
80.27594016
78.65101989
blacksmiths
United States
Delaware
12/31/2020
327.4455184
320.6340325
posner
United States
Delaware
01/01/2021
319.9187706
313.0848397
eulogies
United States
Delaware
01/02/2021
214.2196052
209.5238294
incredulity
United States
Delaware
01/03/2021
289.0680055
282.5701408
aust
United States
Delaware
01/04/2021
93.75600448
91.59621088
placated
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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