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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
Washington
06/04/2021
0
0
haut
United States
Washington
06/05/2021
0
0
catt
United States
Washington
06/06/2021
0
0
lykos
United States
Washington
06/07/2021
0
0
scrap-metal
United States
Washington
06/08/2021
376.2884725
374.798178
nightgown
United States
Washington
06/09/2021
172.9915256
171.4882855
klingensmith
United States
Washington
06/10/2021
0
0
distinctions
United States
Washington
06/11/2021
0
0
seeman
United States
Washington
06/12/2021
0
0
carnivore
United States
Washington
06/13/2021
0
0
beersheba
United States
Washington
06/14/2021
0
0
promiscuity
United States
Washington
06/15/2021
372.2673786
358.810763
ahmadi
United States
Washington
06/16/2021
162.5388333
155.9435193
burry
United States
Washington
04/26/2021
93.43386755
103.0857778
ssris
United States
Washington
04/27/2021
449.4123618
497.7885009
backfired
United States
Washington
03/07/2021
139.2132343
161.6139119
sabotage
United States
Washington
03/08/2021
319.2249379
373.1841446
ariane
United States
Washington
03/09/2021
654.4845811
760.5766253
stumble
United States
Washington
03/10/2021
473.7408051
547.2891018
whaa
United States
Washington
03/11/2021
0
0
worry
United States
Washington
03/12/2021
146.6472411
167.4402643
journeyman
United States
Washington
03/13/2021
0
0
l'auberge
United States
Washington
03/14/2021
94.07698365
106.1789317
decades-old
United States
Washington
03/15/2021
284.4909999
319.2490901
fin
United States
Washington
03/16/2021
634.572969
708.0486727
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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