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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
Michigan
06/05/2021
0
0
witten
United States
Michigan
06/06/2021
0
0
thrusts
United States
Michigan
06/07/2021
0
0
sweetie-pie
United States
Michigan
06/08/2021
0
0
wird
United States
Michigan
06/09/2021
0
0
lucent
United States
Michigan
06/10/2021
0
0
skarsgard
United States
Michigan
06/11/2021
2545.596206
2788.649373
two-day
United States
Michigan
06/12/2021
0
0
hit
United States
Michigan
06/13/2021
0
0
tranquility
United States
Michigan
06/14/2021
0
0
leann
United States
Michigan
06/15/2021
0
0
vannevar
United States
Michigan
06/16/2021
0
0
nightlong
United States
Michigan
06/17/2021
0
0
kia
United States
Michigan
06/18/2021
2285.883649
2613.939779
visual
United States
Michigan
06/19/2021
0
0
statistician
United States
Minnesota
12/22/2020
2180.167442
2254.354822
unhedged
United States
Minnesota
12/23/2020
2237.362295
2304.253704
risi
United States
Minnesota
12/24/2020
0
0
radar
United States
Minnesota
12/25/2020
1086.874758
1110.496857
delicately
United States
Minnesota
12/26/2020
4253.408299
4328.696037
blackface
United States
Minnesota
12/27/2020
4081.077282
4136.9835
four-hour
United States
Minnesota
12/28/2020
933.5762276
942.6585748
surmounted
United States
Minnesota
12/29/2020
1326.525259
1334.204781
conformational
United States
Minnesota
12/30/2020
1429.865602
1432.554416
showroom
United States
Minnesota
12/31/2020
0
0
dismissals
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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