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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
05/25/2021
315.7148155
313.6175359
klopp
Zimbabwe
all
05/26/2021
325.9105209
325.2683579
chord
Zimbabwe
all
05/27/2021
328.1613047
329.0625637
oligopoly
Zimbabwe
all
05/28/2021
302.1489289
304.4174454
power-driven
Zimbabwe
all
05/29/2021
317.2560271
321.1630127
quine
Zimbabwe
all
05/30/2021
209.1295
212.7198367
type
Zimbabwe
all
05/31/2021
332.784119
340.1279457
dude
Zimbabwe
all
06/01/2021
311.6682573
320.088009
well-tanned
Zimbabwe
all
06/02/2021
321.4227736
331.7116784
chalice
Zimbabwe
all
06/03/2021
323.4895945
335.4764144
rubble
Zimbabwe
all
06/04/2021
298.2311546
310.8011537
overstuffed
Zimbabwe
all
06/05/2021
312.7300195
327.519828
al-ilah
Zimbabwe
all
06/06/2021
208.1228049
219.0466874
yhere
Zimbabwe
all
02/27/2021
223.0388747
229.8914908
badgley
Zimbabwe
all
02/28/2021
118.8593572
121.5652424
reparations
Zimbabwe
all
03/01/2021
245.2550269
248.9164306
underweight
Zimbabwe
all
03/02/2021
227.3902486
229.0301113
initializing
Zimbabwe
all
03/03/2021
240.8710351
240.7772987
leave-taking
Zimbabwe
all
03/04/2021
246.6317726
244.689271
handsomer
Zimbabwe
all
03/05/2021
223.5803848
220.1703892
lgbti
Zimbabwe
all
03/06/2021
242.4670945
237.0070857
robidoux
Zimbabwe
all
03/07/2021
132.6201348
128.6841172
loving-kindness
Zimbabwe
all
03/08/2021
265.8147838
256.0500588
angrier
Zimbabwe
all
03/09/2021
244.3078227
236.1649715
randa
Zimbabwe
all
03/10/2021
255.5572802
247.9157703
boog
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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