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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
03/21/2021
0
0
strips
United Kingdom
Scotland
03/22/2021
412.3552565
388.3604129
salve
United Kingdom
Scotland
03/23/2021
320.6705658
301.7362405
budapest
United Kingdom
Scotland
03/24/2021
272.1407468
255.8393046
theorists
United Kingdom
Scotland
03/25/2021
154.8437072
145.4363375
undisputed
United Kingdom
Scotland
03/26/2021
102.2331813
95.93504354
asmodeus
United Kingdom
Scotland
03/27/2021
0
0
bioterrorist
United Kingdom
Scotland
03/28/2021
0
0
sicknesses
United Kingdom
Scotland
03/29/2021
395.869589
370.474039
sonic
United Kingdom
Scotland
03/30/2021
303.7842935
284.0392866
dns
United Kingdom
Scotland
03/31/2021
255.1489979
238.3497912
accurately
United Kingdom
Scotland
04/01/2021
137.3197511
128.1628281
dissapointment
United Kingdom
Scotland
04/02/2021
84.61165112
78.89832136
install
United Kingdom
Scotland
04/03/2021
0
0
dispatch
United Kingdom
Scotland
04/04/2021
0
0
rafer
United Kingdom
Scotland
04/05/2021
375.8094448
353.6818544
tangentially
United Kingdom
Scotland
04/06/2021
282.7177632
267.4325813
spotsylvania
United Kingdom
Scotland
04/07/2021
233.4299432
221.9449576
schweinfurt
United Kingdom
Scotland
04/08/2021
117.1559224
111.9674914
lur
United Kingdom
Scotland
04/09/2021
65.50722852
62.93141705
b-movie
United Kingdom
Scotland
04/10/2021
0
0
monde
United Kingdom
Scotland
04/11/2021
0
0
clipper
United Kingdom
Scotland
04/12/2021
346.2995192
337.9502436
caustic
United Kingdom
Scotland
04/13/2021
256.7421895
251.8815399
wannsee
United Kingdom
Scotland
04/14/2021
209.4585995
206.5892625
scornfully
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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