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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
England
04/25/2021
0
0
shiites
United Kingdom
England
04/26/2021
3656.390327
3516.586043
salazar
United Kingdom
England
04/27/2021
779.7639688
751.3406642
gravis
United Kingdom
England
04/28/2021
1008.53037
973.5746134
wesleys
United Kingdom
England
04/29/2021
0
0
drifting
United Kingdom
England
04/30/2021
0
0
conclusively
United Kingdom
England
05/01/2021
0
0
wiki
United Kingdom
England
05/02/2021
0
0
ubiquitous
United Kingdom
England
05/03/2021
3500.871456
3392.210277
dunst
United Kingdom
England
05/04/2021
649.4640038
629.6025888
motivation
United Kingdom
England
05/05/2021
881.2221719
854.6764761
end-of-the-world
United Kingdom
England
05/06/2021
0
0
kumbaya
United Kingdom
England
05/07/2021
0
0
bolt
United Kingdom
England
01/28/2021
2572.519326
2966.614275
ruleset
United Kingdom
England
01/29/2021
2755.153159
3163.582507
swindlers
United Kingdom
England
01/30/2021
243.9298022
278.8927822
non-english-speaking
United Kingdom
England
01/31/2021
196.3011586
223.4818237
two-bed
United Kingdom
England
02/01/2021
5792.308805
6566.377658
borden
United Kingdom
England
02/02/2021
3316.313514
3743.625035
motivational
United Kingdom
England
02/03/2021
3471.77598
3902.642857
granularity
United Kingdom
England
02/04/2021
2247.623964
2515.98935
takeshita
United Kingdom
England
02/05/2021
2441.836746
2721.995545
thinned
United Kingdom
England
02/06/2021
0
0
dewy-eyed
United Kingdom
England
02/07/2021
0
0
kunlun
United Kingdom
England
02/08/2021
5581.319965
6144.827114
habitually
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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