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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
Sudan
all
04/22/2021
3708.750379
3641.86436
nephritis
Sudan
all
04/23/2021
3574.357863
3488.369428
amukamara
Sudan
all
04/24/2021
4212.750699
4086.342946
apply
Sudan
all
04/25/2021
3733.231398
3599.272367
proteolytic
Sudan
all
04/26/2021
4238.379341
4061.685741
histologically
Sudan
all
04/27/2021
4327.353812
4122.126756
comeuppance
Sudan
all
04/28/2021
4225.476875
4001.130085
hardliners
Sudan
all
04/29/2021
4310.408537
4057.408734
marva
Sudan
all
04/30/2021
4150.787577
3907.719285
time-saving
Sudan
all
05/01/2021
4789.389918
4509.574634
extracts
Sudan
all
05/02/2021
4275.164753
4025.972293
gba
Sudan
all
05/03/2021
4769.499486
4492.140007
ransacked
Sudan
all
05/04/2021
4836.600716
4555.995364
reimbursable
Sudan
all
05/05/2021
4711.009097
4438.329592
earpiece
Sudan
all
05/06/2021
4773.634441
4497.978174
reiterating
Sudan
all
05/07/2021
4617.59375
4351.575215
invigorating
Sudan
all
05/08/2021
5259.035038
4956.777603
wolstenholme
Sudan
all
05/09/2021
4748.297374
4476.039237
yediot
Sudan
all
05/10/2021
5245.412929
4945.364101
oberon
Sudan
all
05/11/2021
5315.299267
5011.975446
reposting
Sudan
all
05/12/2021
5192.566961
4896.953176
rhiannon
Sudan
all
05/13/2021
5257.877208
4959.26056
flanders
Sudan
all
05/14/2021
5104.617589
4815.399802
ted
Sudan
all
05/15/2021
5748.079456
5423.186758
favours
Sudan
all
05/16/2021
5239.933339
4944.475491
excited
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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