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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 Kingdom
Northern Ireland
02/04/2021
56.6208621
56.60276128
strmer
United Kingdom
Northern Ireland
02/05/2021
46.83249639
46.77916507
calligrapher
United Kingdom
Northern Ireland
02/06/2021
63.61093406
63.48647868
worner
United Kingdom
Northern Ireland
02/07/2021
0
0
tienen
United Kingdom
Northern Ireland
02/08/2021
237.619408
236.7668338
koop
United Kingdom
Northern Ireland
02/09/2021
44.2280543
44.03337477
mommies
United Kingdom
Northern Ireland
02/10/2021
122.5772344
121.9381007
sawada
United Kingdom
Northern Ireland
02/11/2021
43.4426648
43.02987472
acehnese
United Kingdom
Northern Ireland
02/12/2021
33.98422399
33.51684009
outcroppings
United Kingdom
Northern Ireland
02/13/2021
51.45536062
50.53082874
trotsky
United Kingdom
Northern Ireland
02/14/2021
0
0
millennial
United Kingdom
Northern Ireland
02/15/2021
230.1568295
224.106038
lawgiver
United Kingdom
Northern Ireland
02/16/2021
32.60406085
31.61295288
leipold
United Kingdom
England
05/08/2021
0
0
peroration
United Kingdom
England
05/09/2021
0
0
tash
United Kingdom
England
05/10/2021
3369.848554
3276.066801
saturated
United Kingdom
England
05/11/2021
530.4620413
515.9435347
gse
United Kingdom
England
05/12/2021
764.25314
743.6878542
self-assertion
United Kingdom
England
05/13/2021
0
0
intermittent
United Kingdom
England
05/14/2021
0
0
stifles
United Kingdom
England
05/15/2021
0
0
purplish
United Kingdom
England
05/16/2021
0
0
concubines
United Kingdom
England
05/17/2021
3247.558205
3167.6693
flunking
United Kingdom
England
05/18/2021
420.0215751
409.8837223
swims
United Kingdom
England
05/19/2021
655.6586237
640.1372916
monroe
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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