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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
04/06/2021
0
0
rectilinear
United States
New Hampshire
04/07/2021
30.18723786
27.91562145
perilymph
United States
New Hampshire
04/08/2021
0
0
flesh
United States
New Hampshire
04/09/2021
85.08049916
78.93385542
maji
United States
New Hampshire
04/10/2021
312.0992417
290.0229732
rare-earth
United States
New Hampshire
04/11/2021
28.14454797
26.19639413
birney
United States
New Hampshire
04/12/2021
83.43435978
77.78590014
affectations
United States
New Hampshire
04/13/2021
0
0
breast-side
United States
New Hampshire
04/14/2021
15.63083785
14.62039454
semiconscious
United States
New Hampshire
04/15/2021
0
0
pinckney
United States
New Hampshire
04/16/2021
70.31547421
65.98622737
aes
United States
New Hampshire
04/17/2021
295.1092745
277.3957376
vanvleet
United States
New Hampshire
04/18/2021
14.667027
13.80939747
polenta
United States
New Hampshire
04/19/2021
69.69306928
65.7262909
ejection
United States
New Hampshire
04/20/2021
0
0
headband
United States
New Hampshire
04/21/2021
3.025477976
2.862733228
mile
United States
New Hampshire
04/22/2021
0
0
occidental
United States
New Hampshire
04/23/2021
57.45323614
54.54356267
poitier
United States
New Hampshire
04/24/2021
279.9802607
266.2436634
hieroglyphic
United States
New Hampshire
04/25/2021
3.020676082
2.877266504
ethiopia
United States
New Hampshire
04/26/2021
57.73902885
55.08973501
unabomber
United States
New Hampshire
04/27/2021
0
0
interaction
United States
New Hampshire
04/28/2021
0
0
charlson
United States
New Hampshire
04/29/2021
0
0
crushed
United States
New Hampshire
04/30/2021
45.97107606
44.25743362
tutt
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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