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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
England
02/09/2021
3036.40025
3329.256287
shapeless
United Kingdom
England
02/10/2021
3201.84752
3496.323591
clamored
United Kingdom
England
02/11/2021
1943.262463
2117.517119
punish
United Kingdom
England
02/12/2021
2144.310519
2331.68331
candid
United Kingdom
England
02/13/2021
0
0
baldrick
United Kingdom
England
02/14/2021
0
0
stippling
United Kingdom
England
02/15/2021
5332.974289
5762.648244
congress
United Kingdom
England
02/16/2021
2739.245921
2953.776882
inquisitive
United Kingdom
England
02/17/2021
2907.150771
3128.312628
fifth-most
United Kingdom
England
02/18/2021
1635.982464
1756.786732
subtitle
United Kingdom
England
02/19/2021
1846.272804
1978.499514
sententious
United Kingdom
England
02/20/2021
0
0
requiring
United Kingdom
England
02/21/2021
0
0
cruelty
United Kingdom
England
02/22/2021
5086.295165
5416.912374
nitwit
United Kingdom
England
02/23/2021
2459.760178
2614.267949
tradition-bound
United Kingdom
England
02/24/2021
2635.885688
2795.714492
intervenes
United Kingdom
England
02/25/2021
1351.88248
1430.921877
bottomland
United Kingdom
England
02/26/2021
1571.132961
1659.596378
vac
United Kingdom
England
02/27/2021
0
0
ticketed
United Kingdom
England
02/28/2021
0
0
commuted
United Kingdom
England
03/01/2021
4862.321565
5104.835008
nitty
United Kingdom
England
03/02/2021
2202.777078
2307.960286
bucolic
United Kingdom
England
03/03/2021
2386.853472
2495.772942
asl
United Kingdom
England
03/04/2021
1089.752083
1137.182911
cetera
United Kingdom
England
03/05/2021
1317.669513
1372.252987
iota
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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