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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
Scotland
01/30/2021
135.259248
130.5904287
diaspora
United Kingdom
Scotland
01/31/2021
127.6824923
122.7044917
babylonian
United Kingdom
Scotland
02/01/2021
577.8803797
552.7911706
adleman
United Kingdom
Scotland
02/02/2021
488.1470034
464.8116851
aiello
United Kingdom
Scotland
02/03/2021
440.3353401
417.3710788
on-screen
United Kingdom
Scotland
02/04/2021
323.6002106
305.3297065
nourishing
United Kingdom
Scotland
02/05/2021
270.3875762
253.9670798
abdallah
United Kingdom
Scotland
02/06/2021
107.9624865
100.9492021
h2o
United Kingdom
Scotland
02/07/2021
100.376789
93.43539862
tillet
United Kingdom
Scotland
02/08/2021
565.3356892
523.8915724
scientific
United Kingdom
Scotland
02/09/2021
472.704388
436.1040935
al-islam
United Kingdom
Scotland
02/10/2021
423.4017352
388.8904352
apparitions
United Kingdom
Scotland
02/11/2021
301.253534
277.0947891
bridged
United Kingdom
Scotland
02/12/2021
245.3740618
226.0202399
sinks
United Kingdom
Scotland
02/13/2021
79.47077302
73.30768102
enchanted
United Kingdom
Scotland
02/14/2021
71.61103487
66.15249892
cp
United Kingdom
Scotland
02/15/2021
537.1987208
496.9657209
exploratorium
United Kingdom
Scotland
02/16/2021
441.8765422
409.3723169
lavatories
United Kingdom
Scotland
02/17/2021
390.5949413
362.3857424
buttercream
United Kingdom
Scotland
02/18/2021
269.9686422
250.8335826
mcleod
United Kingdom
Scotland
02/19/2021
214.9900415
200.0412143
mastitis
United Kingdom
Scotland
02/20/2021
51.11038375
47.62554643
blind
United Kingdom
Scotland
02/21/2021
43.73947817
40.81643153
dvorak
United Kingdom
Scotland
02/22/2021
505.0382082
471.9730421
multi-tasking
United Kingdom
Scotland
02/23/2021
410.9192796
384.5757701
lubrano
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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