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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
Maryland
12/26/2020
584.886008
615.2882176
scrapped
United States
Maryland
12/27/2020
986.714458
1031.576313
bingo
United States
Maryland
12/28/2020
922.3442546
958.3454181
houseguest
United States
Maryland
12/29/2020
389.1957584
401.91362
countess
United States
Maryland
12/30/2020
1433.271131
1471.108912
krapp
United States
Maryland
12/31/2020
1096.852412
1119.006386
astute
United States
Maryland
01/01/2021
1180.362772
1196.970998
affectionately
United States
Maryland
01/02/2021
415.2354435
418.5640848
subservient
United States
Maryland
01/03/2021
838.0871202
839.7917618
sickening
United States
Maryland
01/04/2021
773.9731887
770.9719121
rickroll
United States
Maryland
01/05/2021
221.1277484
218.9783588
giants
United States
Maryland
01/06/2021
1313.467451
1293.116104
reframing
United States
Maryland
01/07/2021
965.2596734
944.7945655
rowe
United States
Maine
03/29/2021
178.9599234
163.5147952
aholes
United States
Maine
03/30/2021
142.3874691
129.8183784
scalding
United States
Maine
03/31/2021
126.2142643
114.8254102
undefended
United States
Maine
04/01/2021
146.1133876
132.643734
bosporus
United States
Maine
04/02/2021
0
0
ahn
United States
Maine
04/03/2021
0
0
elston
United States
Maine
04/04/2021
139.6446914
127.4445295
near-real
United States
Maine
04/05/2021
170.9956499
157.5729911
deterrent
United States
Maine
04/06/2021
133.0951366
123.8510991
letters
United States
Maine
04/07/2021
115.8274391
108.8508734
parle
United States
Maine
04/08/2021
133.4534965
126.6706096
slipcover
United States
Maine
04/09/2021
0
0
alibi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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