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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 States
Virginia
02/25/2021
399.9572393
405.5962423
oval-shaped
United States
Virginia
02/26/2021
0
0
raggedy
United States
Virginia
02/27/2021
895.3187898
910.4321291
relishing
United States
Virginia
02/28/2021
26.88122346
27.37252679
tires
United States
Virginia
03/01/2021
0
0
chileans
United States
Virginia
03/02/2021
320.3315141
327.0844879
chetnik
United States
Virginia
03/03/2021
474.0747142
484.7362726
pill
United States
Virginia
03/04/2021
321.9279371
329.6223606
rejoinders
United States
Virginia
03/05/2021
0
0
xie
United States
Virginia
03/06/2021
815.2396744
837.0363812
googler
United States
Virginia
03/07/2021
0
0
stabilizer
United States
Virginia
03/08/2021
0
0
nah-nah
United States
Virginia
03/09/2021
249.575534
257.0279904
marksman
United States
Virginia
03/10/2021
404.8954164
417.0962895
bandimere
United States
Virginia
03/11/2021
256.4841738
264.2829362
locked
United States
Virginia
03/12/2021
0
0
thrusted
United States
Virginia
03/13/2021
750.7142088
773.9509679
helicopter
United States
Virginia
03/14/2021
0
0
madsen
United States
Virginia
03/15/2021
0
0
refiners
United States
Virginia
03/16/2021
189.9792916
196.0156272
nuclear
United States
Virginia
03/17/2021
347.0924554
358.2159129
faunal
United States
Virginia
03/18/2021
200.9372535
207.4318599
cru
United States
Virginia
03/19/2021
0
0
hydropower
United States
Virginia
03/20/2021
696.2021174
719.0863228
moviemaking
United States
Virginia
03/21/2021
0
0
clovis
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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