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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
Zimbabwe
all
01/20/2021
195.6964934
198.1064814
traverse
Zimbabwe
all
01/21/2021
198.1958279
202.0585041
michaelangelo
Zimbabwe
all
01/22/2021
172.9477114
177.576807
homicidal
Zimbabwe
all
01/23/2021
188.0113902
194.4314467
greenslade
Zimbabwe
all
01/24/2021
82.68855746
86.13132556
maladies
Zimbabwe
all
01/25/2021
203.4365066
213.4522538
commemorating
Zimbabwe
all
01/26/2021
183.1621834
193.5917793
nielsen
Zimbabwe
all
01/27/2021
192.8608455
205.3514886
apricots
Zimbabwe
all
01/28/2021
195.0934872
209.2777435
hotter
Zimbabwe
all
01/29/2021
170.9645825
184.7723812
bieber
Zimbabwe
all
01/30/2021
185.1400582
201.6073907
overtighten
Zimbabwe
all
01/31/2021
85.01986858
93.28815766
centauri
Zimbabwe
all
02/01/2021
199.515605
220.601397
hydrophones
Zimbabwe
all
02/02/2021
180.1427117
200.7238805
d-ore
Zimbabwe
all
02/03/2021
189.2075646
212.4701186
locution
Zimbabwe
all
02/04/2021
191.1883574
216.3835731
abrasions
Zimbabwe
all
02/05/2021
168.191677
191.865863
fearful
Zimbabwe
all
02/06/2021
181.4915227
208.6926871
stormer
Zimbabwe
all
02/07/2021
86.58535563
100.3646461
usc
Zimbabwe
all
02/08/2021
194.8390438
227.6805471
romanesque
Zimbabwe
all
02/09/2021
176.3774492
207.795088
agility
Zimbabwe
all
02/10/2021
184.8173684
219.5363377
kitson
Zimbabwe
all
02/11/2021
189.7945163
223.4447246
oic
Zimbabwe
all
02/12/2021
170.466678
198.9221129
pics
Zimbabwe
all
02/13/2021
186.5138693
215.7473767
detachable
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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