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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
all
01/20/2021
5334.750946
5835.376394
chapo
United Kingdom
all
01/21/2021
3782.422767
5822.244399
roundtrip
United Kingdom
all
01/22/2021
3721.239905
3492.187209
eigenvalue
United Kingdom
all
01/23/2021
981.7316896
4911.530875
tirelessly
United Kingdom
all
01/24/2021
951.151365
1550.119896
subnet
United Kingdom
all
01/25/2021
7447.894974
2046.514206
imitates
United Kingdom
all
01/26/2021
4476.669303
0
charles-grodin-cb
United Kingdom
all
01/27/2021
4876.066378
5164.729263
marathon
United Kingdom
all
01/28/2021
3298.561951
5168.796037
finalists
United Kingdom
all
01/29/2021
3254.19126
2855.556952
borage
United Kingdom
all
01/30/2021
451.2452845
4292.086222
soiling
United Kingdom
all
01/31/2021
431.634583
946.9792315
gianni
United Kingdom
all
02/01/2021
7097.111733
1460.306131
potest
United Kingdom
all
02/02/2021
4065.934801
0
gaussian
United Kingdom
all
02/03/2021
4471.164565
4594.805142
decade
United Kingdom
all
02/04/2021
2867.926746
4613.860791
centos
United Kingdom
all
02/05/2021
2839.711503
2315.25728
reimbursement
United Kingdom
all
02/06/2021
166.9429971
3766.694776
peccadilloes
United Kingdom
all
02/07/2021
145.9309745
435.7314167
barranco
United Kingdom
all
02/08/2021
6787.653235
963.692668
share
United Kingdom
all
02/09/2021
3696.199815
0
forlornly
United Kingdom
all
02/10/2021
4106.800504
4112.267555
someting
United Kingdom
all
02/11/2021
2472.487683
4144.270434
stebic
United Kingdom
all
02/12/2021
2454.361974
1858.296021
juska
United Kingdom
all
02/13/2021
127.3926991
3322.570465
hookah
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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