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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 Kingdom
all
04/05/2021
4956.351609
0
akka
United Kingdom
all
04/06/2021
1518.515147
0
castaway
United Kingdom
all
04/07/2021
1929.042461
1933.01956
freakier
United Kingdom
all
04/08/2021
181.5009277
2026.343091
polymeric
United Kingdom
all
04/09/2021
399.927845
0
verve
United Kingdom
all
04/10/2021
0
1318.514474
chanting
United Kingdom
all
04/11/2021
0
0
emcee
United Kingdom
all
04/12/2021
4679.828613
0
sufficient
United Kingdom
all
04/13/2021
1313.066408
0
tilley
United Kingdom
all
04/14/2021
1703.356951
1774.183529
gusto
United Kingdom
all
04/15/2021
94.99978877
1872.153213
paintball
United Kingdom
all
04/16/2021
223.9242844
0
kinglets
United Kingdom
all
04/17/2021
0
1168.831245
coherence
United Kingdom
all
01/08/2021
5174.327459
5110.989424
keyring
United Kingdom
all
01/09/2021
2337.553395
6488.605945
dinozord
United Kingdom
all
01/10/2021
2263.649334
3087.570992
mccray
United Kingdom
all
01/11/2021
8644.689398
3542.539324
partner
United Kingdom
all
01/12/2021
5631.715136
0
eye-fi
United Kingdom
all
01/13/2021
5959.981878
6620.941675
million-square-foot
United Kingdom
all
01/14/2021
4364.650712
6588.294451
endorse
United Kingdom
all
01/15/2021
4245.408333
4239.127774
redlands
United Kingdom
all
01/16/2021
1568.699226
5638.862564
mag
United Kingdom
all
01/17/2021
1531.583709
2258.83343
crate
United Kingdom
all
01/18/2021
7853.479097
2735.820053
subliminal
United Kingdom
all
01/19/2021
4941.793616
0
cradle
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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