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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
Syria
all
03/08/2021
259.8858801
247.1547675
circumference
Syria
all
03/09/2021
250.5301899
239.9036522
toho
Syria
all
03/10/2021
267.1379194
257.5867681
does
Syria
all
03/11/2021
259.440409
251.9172314
augment
Syria
all
03/12/2021
269.1597622
263.1988297
skittishly
Syria
all
03/13/2021
255.3701973
251.4891282
ukrainians
Syria
all
03/14/2021
256.966441
254.8722358
poinsettia
Syria
all
03/15/2021
264.58159
264.3170037
horrified
Syria
all
03/16/2021
255.606776
257.205216
re-build
Syria
all
03/17/2021
271.3354914
275.0292206
particulars
Syria
all
03/18/2021
263.9356738
269.4997613
reish
Syria
all
03/19/2021
273.095848
280.9228214
full-throated
Syria
all
03/20/2021
259.9059528
269.3541748
rooting
Syria
all
03/21/2021
261.3392313
272.8801473
ventre
Syria
all
03/22/2021
268.483801
282.4684324
celek
Syria
all
03/23/2021
259.8723689
275.499914
paralyzing
Syria
all
03/24/2021
274.7041406
293.4685135
petersen
Syria
all
03/25/2021
267.5839476
288.0826576
driven
Syria
all
03/26/2021
276.1664419
299.6504432
re-signing
Syria
all
03/27/2021
263.5575618
288.2259532
insatiable
Syria
all
03/28/2021
264.8094154
291.8983584
imprinting
Syria
all
03/29/2021
271.4643248
301.6331687
grounded
Switzerland
all
06/18/2021
0
0
cryogenics
Syria
all
06/19/2021
0
0
desalinate
Syria
all
12/22/2020
106.0345028
105.1921114
flemings
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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