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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
Zimbabwe
all
12/26/2020
162.1497022
161.9583088
vien
Zimbabwe
all
12/27/2020
54.13328487
54.01163556
bootstrapping
Zimbabwe
all
12/28/2020
182.2309669
181.6274527
folie
Zimbabwe
all
12/29/2020
162.7907578
162.0786897
anti-terrorism
Zimbabwe
all
12/30/2020
175.0723769
174.1210003
refusal
Zimbabwe
all
12/31/2020
179.4791713
178.3139934
nightfall
Zimbabwe
all
01/01/2021
155.2277524
154.0561629
schmuck
Zimbabwe
all
01/02/2021
172.5989407
171.1144399
fujiwara
Zimbabwe
all
01/03/2021
63.6215544
63.00748226
cfs
Zimbabwe
all
01/04/2021
192.5424947
190.4821345
trans-pacific
Zimbabwe
all
01/05/2021
172.8240266
170.7937858
two-mile
Zimbabwe
all
01/06/2021
185.0758963
182.7084296
prevaricating
Zimbabwe
all
01/07/2021
189.402203
186.781996
miramar
Zambia
all
03/29/2021
80.83567352
79.46624595
verboten
Zambia
all
03/30/2021
50.32021671
49.40865981
compensated
Zambia
all
03/31/2021
110.0095274
107.8878219
moocs
Zambia
all
04/01/2021
59.80568785
58.58234999
ornithology
Zambia
all
04/02/2021
59.31326397
58.03084746
pitchman
Zambia
all
04/03/2021
64.84550375
63.36805288
appealingly
Zambia
all
04/04/2021
65.02370407
63.58495519
coauthorship
Zambia
all
04/05/2021
86.61203752
84.75264991
mccormack
Zambia
all
04/06/2021
55.91465745
54.75115215
septuagint
Zambia
all
04/07/2021
115.6174543
113.2879602
lasses
Zambia
all
04/08/2021
65.31164184
64.0389075
suspected
Zambia
all
04/09/2021
64.76506256
63.54585948
dianne
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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