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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
Taiwan
all
04/22/2021
1533.278697
1429.726747
ksa
Taiwan
all
04/23/2021
1589.578655
1475.996004
go-between
Taiwan
all
04/24/2021
1628.545082
1505.850414
seawall
Taiwan
all
04/25/2021
1668.471214
1536.339716
strangeness
Taiwan
all
04/26/2021
1738.802856
1594.45739
corbett
Taiwan
all
04/27/2021
1771.50049
1617.727478
radioactivity
Taiwan
all
04/28/2021
1824.885588
1659.619987
jens
Taiwan
all
04/29/2021
1871.554181
1695.085876
psychologists
Taiwan
all
04/30/2021
1925.371223
1747.051387
laroche
Taiwan
all
05/01/2021
1961.003208
1782.677949
still
Taiwan
all
05/02/2021
1997.27519
1819.019564
teach-ins
Taiwan
all
05/03/2021
2063.765295
1883.068578
registration
Taiwan
all
05/04/2021
2091.94822
1912.337894
nitwits
Taiwan
all
05/05/2021
2140.43463
1960.311301
disagreements
Taiwan
all
05/06/2021
2181.798628
2001.928788
chisel
Taiwan
all
05/07/2021
2241.018826
2060.116914
repressed
Taiwan
all
05/08/2021
2282.328185
2102.027442
absurdity
Taiwan
all
05/09/2021
2324.314145
2144.719825
tenders
Taiwan
all
05/10/2021
2396.172341
2215.188965
inference
Taiwan
all
05/11/2021
2430.241964
2250.923687
aloof
Taiwan
all
05/12/2021
2484.394185
2305.429427
sacrosanct
Taiwan
all
05/13/2021
2531.54303
2353.630407
wording
Taiwan
all
05/14/2021
2596.339029
2418.452355
pmi
Taiwan
all
05/15/2021
2643.473681
2467.038174
bespeaks
Taiwan
all
05/16/2021
2691.290701
2516.447091
shoehorned
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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