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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
Uzbekistan
all
12/31/2020
197.4913794
209.2272969
repopulated
Uzbekistan
all
01/01/2021
129.3326923
136.9285328
outages
Uzbekistan
all
01/02/2021
229.5655709
242.8890931
kline
Uzbekistan
all
01/03/2021
183.4135805
193.9315883
herky-jerky
Uzbekistan
all
01/04/2021
255.2230156
269.6825802
strategem
Uzbekistan
all
01/05/2021
230.0454805
242.9198159
predate
Uzbekistan
all
01/06/2021
265.922121
280.6209356
webb
Uzbekistan
all
01/07/2021
215.9157614
227.7018179
alleys
Uzbekistan
all
01/08/2021
147.8530334
155.8221259
serviceability
Uzbekistan
all
01/09/2021
248.953102
262.2003984
alien
Uzbekistan
all
01/10/2021
202.9889083
213.6511409
owes
Uzbekistan
all
01/11/2021
275.5252353
289.8088063
lessen
Uzbekistan
all
01/12/2021
250.6250547
263.4463297
star-ledger
Uzbekistan
all
01/13/2021
287.0567754
301.5456895
yan
Uzbekistan
all
01/14/2021
237.2104231
249.0215485
cagey
Uzbekistan
all
01/15/2021
169.2265631
177.5373435
astir
Uzbekistan
all
01/16/2021
271.2401432
284.3141055
crayons
Uzbekistan
all
01/17/2021
225.4923268
236.1564406
year-ago
Uzbekistan
all
01/18/2021
298.8453017
312.7075521
jas
Uzbekistan
all
01/19/2021
274.2609645
286.7346467
clots
Uzbekistan
all
01/20/2021
311.3455311
325.2245873
diopters
Uzbekistan
all
01/21/2021
261.6610572
273.0893175
boughs
Uzbekistan
all
01/22/2021
193.7106474
201.9967221
annalee
Uzbekistan
all
01/23/2021
296.7439959
309.1706807
shiva
Uzbekistan
all
01/24/2021
251.1136495
261.4041851
lyon
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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