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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
New Hampshire
03/12/2021
139.707719
149.7892057
expunging
United States
New Hampshire
03/13/2021
337.6525792
359.2919643
tottenham
United States
New Hampshire
03/14/2021
89.31144806
94.32493342
energy-rich
United States
New Hampshire
03/15/2021
137.6149076
144.2617058
marion
United States
New Hampshire
03/16/2021
30.37212101
31.60463699
doyle
United States
New Hampshire
03/17/2021
76.26500885
78.77976215
inmates
United States
New Hampshire
03/18/2021
0
0
cupich
United States
New Hampshire
03/19/2021
126.2732347
128.5574483
haditha
United States
New Hampshire
03/20/2021
334.8856506
338.5047407
voom
United States
New Hampshire
03/21/2021
73.58054729
73.84748861
mastectomy
United States
New Hampshire
03/22/2021
124.6839362
124.2537856
lluvia
United States
New Hampshire
03/23/2021
12.15451283
12.02775821
ille
United States
New Hampshire
03/24/2021
60.74145305
59.69000498
skyfall
United States
New Hampshire
03/25/2021
0
0
compared
United States
New Hampshire
03/26/2021
113.4081711
109.916304
quietly
United States
Nevada
06/15/2021
0
0
aldridge
United States
Nevada
06/16/2021
126.3373989
119.1199957
like-i
United States
Nevada
06/17/2021
0
0
piteously
United States
Nevada
06/18/2021
0
0
stunt
United States
Nevada
06/19/2021
0
0
attunement
United States
New Hampshire
12/22/2020
415.5864765
409.1248174
tudo
United States
New Hampshire
12/23/2020
459.6770322
454.4143499
up-front
United States
New Hampshire
12/24/2020
38.17647915
37.89722867
latinum
United States
New Hampshire
12/25/2020
504.8855556
503.2971451
anani
United States
New Hampshire
12/26/2020
711.7877531
712.5406285
tennant
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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