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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 Arab Emirates
all
05/05/2021
547.350313
547.792026
redlight
United Arab Emirates
all
05/06/2021
542.4255865
544.8914428
hijack
United Arab Emirates
all
05/07/2021
507.3976432
511.6156407
harold
United Arab Emirates
all
05/08/2021
464.0602654
469.6792839
newseum
United Arab Emirates
all
05/09/2021
451.1300615
458.3176646
miscalculations
United Arab Emirates
all
05/10/2021
298.4514473
304.3564606
rune
United Arab Emirates
all
05/11/2021
516.4747953
528.6986751
hampered
United Arab Emirates
all
05/12/2021
490.563276
504.0930063
covalently
United Arab Emirates
all
05/13/2021
486.2590493
501.586948
ditch
United Arab Emirates
all
05/14/2021
452.6396675
468.7059047
quarry
United Arab Emirates
all
05/15/2021
410.9432718
427.1745908
mng
United Arab Emirates
all
05/16/2021
398.8670576
416.2305207
cloths
United Arab Emirates
all
05/17/2021
250.7533863
262.6886544
town-house
United Arab Emirates
all
02/07/2021
1101.571306
1152.970745
stop-action
United Arab Emirates
all
02/08/2021
959.5436045
998.4823621
regimen
United Arab Emirates
all
02/09/2021
1180.222934
1221.024545
katina
United Arab Emirates
all
02/10/2021
1162.924365
1196.21973
visible
United Arab Emirates
all
02/11/2021
1166.784913
1193.211549
jill
United Arab Emirates
all
02/12/2021
1140.60579
1159.695717
xe
United Arab Emirates
all
02/13/2021
1105.137904
1117.175263
abandonment
United Arab Emirates
all
02/14/2021
1099.217264
1104.83922
tony-nominated
United Arab Emirates
all
02/15/2021
950.2961
949.7283039
chug
United Arab Emirates
all
02/16/2021
1179.155601
1171.791844
coined
United Arab Emirates
all
02/17/2021
1160.0613
1146.339027
mustang
United Arab Emirates
all
02/18/2021
1162.895427
1142.718612
cfl
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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