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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
04/02/2021
278.2385908
319.4036504
hope
Syria
all
04/03/2021
266.1910228
308.1259332
catchings
Syria
all
04/04/2021
270.2210199
311.947401
peddle
Syria
all
04/05/2021
279.5347044
321.8314853
chae
Syria
all
04/06/2021
274.4744304
315.158034
taos
Syria
all
04/07/2021
291.1618536
333.4247109
ijaz
Syria
all
04/08/2021
287.4829223
328.333566
kitch
Syria
all
04/09/2021
298.6667871
340.1991138
wii
Syria
all
04/10/2021
289.6651348
329.0702054
handcuff
Syria
all
04/11/2021
293.9398963
333.0427784
horribly
Syria
all
04/12/2021
303.597757
343.0774961
off-year
Syria
all
04/13/2021
298.6114503
336.5544554
schneeman
Syria
all
04/14/2021
315.7823365
354.9726929
low-overhead
Syria
all
04/15/2021
312.2039299
350.03115
microtech
Syria
all
04/16/2021
323.7673029
362.0474668
recherche
Syria
all
04/17/2021
314.7685961
351.0678678
compromise
Syria
all
04/18/2021
319.2959518
355.1920225
skydiver
Syria
all
04/19/2021
329.3061418
365.3782232
boarded
Syria
all
04/20/2021
324.401257
359.0056737
persecutory
Syria
all
04/21/2021
342.0632709
377.5757423
racer
Syria
all
04/22/2021
338.5927129
372.7837658
rarities
Syria
all
04/23/2021
350.5428633
384.9507139
streett
Syria
all
04/24/2021
341.554349
374.1203157
meeker
Syria
all
04/25/2021
346.3413144
378.3956096
junkies
Syria
all
04/26/2021
356.7103824
388.7323481
party-goers
Page 1 of 1

Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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