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TRV refusals: is artificial intelligence (AI) to blame?

Laurahd

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Many inland sponsorship are from visa exempt countries so there are less reasons to commit immigration fraud. All the couple are not in Canada already working or studying. Tempororary visits can vary in length but if you are planning on applyIng for spousal sponsorship you are not a temporary visitor. A the only exception is if you are coming for a short vacation and returning to your home country, job, home, etc. Most would not be able to get more than a month off from their employer. Spouses of international students or on a work permit in Canada are routinely denied a TRV because they want to live with their spouse in Canada. They are supposed to apply for an OWP even if they don’t intend to work.

It is actually very hard and expensive to get someone to leave Canada if they are unwilling to go. You are talking about spouses that have already received PR and when they split up one goes on welfare. They both already have PR. There are many people who were supposed to leave Canada who haven’t and keep applying for various immigration programs and appealing if they get denied while often using free legal aid. Processing all these application comes at a cost. Eventually when they run out of options they can either go underground, leave willingly or wait to get removed. If a person is ready for removal they can apply for PPRA. If they can’t get PPRA and they don’t want to leave or can’t afford to leave Canada ends up chartering a plane (usually far from full) with armed guards to escort passengers to their home country. The flight with armed guards is 15k per deportee. If there we’re concerns that a person may not show up for their deportation they would be held in immigration sententious which is another cost.

https://www.cbc.ca/news/politics/deportation-cbsa-refugee-assistance-1.4493727
Again, to imply that many inland sponsorship applicants come from visa-exempt countries, therefore, are less prone to immigration fraud is simply discriminatory. This is what fuels discretionary decisions and makes for flaws in our immigration system. Take US for example. Many of the illegal immigrants are actually visa-exempt Canadians who go there to work illegally for a few months and come back to Canada. Their earnings are not flagged to the IRS or CRA. When it comes to the cost of deportation in Canada, we would need data to assess it properly. Many are completely ignorant of the tremendous benefits Canada gets from illegal immigrants working in the fields. Have you ever been there? Spoke with workers who are harvesting the food that we nonchalantly buy from our local supermarket? How many Canadians would want to go to work there in summer, with the sun blasting on you? Do you think the government does not know about it? To justify the TRV refusal solely based on the fact that the TR intends to stay in Canada permanently goes against what the law says. The law simply wants immigrants to have a legal stay. Someone who is visa-exempt still has conditions they need to respect as a temporary resident. And there are even more cases of visa-exempt temporary residents overstaying and ultimately staying illegally in the country because they are not diligent in keeping track of the deadlines.

Now if we talk about deportation, that brings us to the IRB and the many cases that have been brought up against their unethical practices. I'm not gonna go into it but there are many reports pointing towards it. Their officers need a lot of training and many appellants had not been treated fairly. This aligns with your rhetoric that looks at a two-way immigration system that favours some and restricts others. Now, when it comes to the CBSA and finding a FN inad at POE, again they often use discretionary power which is not conferred to them under the law. See the recent landmark jurisprudence case of Reyes-Garcia v. CBSA and how the court's decision clarifies the application of A44.

You state: if you are planning on applying for spousal sponsorship you are not a temporary visitor. That is incorrect. You and I don't make the law. You are temporary resident the moment you are admitted in Canada until you leave the country, become PR or get your status revoked (that would be removal order or found inad).
 
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Paul09

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They should not get refused only based on dual intent. I'm wondering if the replies are based on the law or just based on guesses. The IRPA clearly states that dual intent is allowed*. The IRCC mentions it in their operations manual they put on their website for stakeholders. An applicant cannot be refused just on the basis of dual intent. The provisions R179b may have been extensively used in a discretionary manner that everyone just assumes that if you don't have this and that, you will be refused. This is also where I believe AI comes into play because it deprives the applicant of the human factor in decision-making which could have in their favour. I'll read the rest of the replies and make another post about the possible impact of AI.

*Section 22(2) of the Immigration and Refugee Protection Act (the “IRPA“) states that: An intention by a foreign national to become a permanent resident does not preclude them from becoming a temporary resident if the officer is satisfied that they will leave Canada by the end of the period authorized for their stay.
Many Outland spousal applicants tried their luck when they announced that immediate family members of Canadian Citizens and PR. They are exempt from travel restrictions and can come to Canada if they are going to stay for more than 15 days. Applicants from visa Exempt countries got lucky on this and got to know that their applications were already approved and just waiting for PPR and then COIVD-19 hit. When they arrived at the airport some got this information and offered if they want to complete the landing procedure.
But applicants from Visa required countries are not that lucky. Many have applied, including me. the File just got rejected the very next day. Only a few got the positive results where they have travel history to Canada(one forum member mentioned that).
 

Laurahd

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Thanks for all your input and feedback; it's much appreciated. I tried to acknowledge them all but I don't see much comments regarding how AI may or may not affect the refusals based on what I shared in my initial comment.

There are many concerns raised with this new practice, which even though not officially confirmed by IRCC, shows no plan to stop. Here some backgrounder

Augmented decision-making @ IRCC
Presentation at the 2019 Symposium on Algorithmic Governent
https://www.canada.ca/content/dam/ircc/documents/pdf/english/services/ai-agenda/laferriere-eng.pdf
Event Agenda
https://www.canada.ca/en/immigration-refugees-citizenship/services/ai-agenda.html
Article by Ask Kubeir blog (2020)
http://askkubeir.com/artificial-intelligence/
Use of AI in immigration applications (2018)
https://www.immigration.ca/artificial-intelligence-in-canada-immigration-applications-fraught-with-dangers-study
Also:
https://www.immigration.ca/artificial-intelligence-and-canada-immigration-ai-likely-to-create-more-problems-than-it-solves
Study on global competition of AI (2020)
Immigration program and policies of US, Canada, Australia, UK and France
https://cset.georgetown.edu/wp-content/uploads/CSET-Immigration-Policy-and-the-Global-Competition-for-AI-Talent-1.pdf

What experts have to say about the impact on TRV applications?

If IRCC is using Data Analytics rather than examining the evidence you are going to see more cases in federal court. [...] How many people are going to actually go to Federal Court? Very small number. How much money could they save by mass volume AI [artificial intelligence] decision-making? Huge dollars. [...] It’s a question of how many negative decisions are insufficiently reviewed by the human? And the key there is exactly how many negative decisions that are the product of AI are being reviewed per hour per officer? - Immigration lawyer Richard Kurkland (2020)

I am not the first person to ask this. Indeed, during every legislative session, Don Davies, member of Parliament for Vancouver Kingsway, introduces a private member’s bill to amend Canadian immigration legislation to require visa officers to provide the detailed reasons for refusal. Davies’ proposal has never made it past first reading in the House of Commons, which is a shame. Refused applicants should know why their applications were refused without them having to apply and wait for detailed reasons. - Stevens Murrens (2015), from Canadian Immigrant firm

In the recent case of Vavilov, the SCC addressed the fundamental flaw of inarticulateness of reasons. Specifically, the court stresses the need for decision-makers to provide reasons which are able to communicate the rationale for the decision. It was also noted that the court must be able to develop an understanding of the reasoning. The court further pointed out that a reasonable decision is one that is based on an internally coherent and rational chain of analysis and that is justified in relation to the facts and law that constrain the decision-maker. A decision will be unreasonable if the reasons for it, read holistically, fail to reveal a rational chain of analysis or if they reveal that the decision was based on an irrational chain of analysis. - Bellissimo Law firm (2020)

The Vavilov decision. I mentioned in my initial post that this is a landmark case of jurisprudence that may have another impact on TRV refusal. The courts around Canada are said to apply the "Vavilov framework". This means that they can't just tick generic boxes as a reason for refusal, which can be challenged to court. This decision has been cited more than 1,100 times on CanLII. It also explains why many immigration law firms are saying that there is a short window of opportunity to challenge recent TRV refusal.

Note: challenging a decision or the process that led to it does not mean that it will result in a positive decision. I am not saying that all refusals were without merit, but that there are flaws in the immigration system which should be addressed. Thankfully, the minister recognizes it (i.e. the whole IRB saga) and the department often applies amendments to improve its operations.

I acknowledge it's probably easier to just reapply, but on the other hand, I think such issues with our immigration system should be addressed. I was and am still curious to know if anyone has an experience related to the above they are willing to share.
 
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Laurahd

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Many Outland spousal applicants tried their luck when they announced that immediate family members of Canadian Citizens and PR. They are exempt from travel restrictions and can come to Canada if they are going to stay for more than 15 days. Applicants from visa Exempt countries got lucky on this and got to know that their applications were already approved and just waiting for PPR and then COIVD-19 hit. When they arrived at the airport some got this information and offered if they want to complete the landing procedure.
But applicants from Visa required countries are not that lucky. Many have applied, including me. the File just got rejected the very next day. Only a few got the positive results where they have travel history to Canada(one forum member mentioned that).
I know, you're right, but this is an issue. A member of another group shared that she got approval and her husband does not have travel history and their outland application is pending. Other US national (actually not sure about nationality tbh) was refused at POE, though they were travelling with the sponsor (which means PR or citizen). Both cases were this month. It is clear that not all cases are treated fairly, not all BSO respect the recent government's order but on the other side, lives are impacted.

In your case, how are you certain that you were granted procedural fairness if the file was refused the very next day? You will not know until you receive the notes which can take up to one month. But if you read about the Vavilov case, IRCC is supposed to give you a reasonable answer regarding the refusal. This is why I said lawyers are saying there is a small opportunity to challenge this, but again it does not necessarily mean a change of decision. It's really up to the applicant but as we know, many will choose not to do anything and just moan about how the system is unfair. Anyway, sorry for your refusal and hopefully your sponsorship application will be processed promptly.
 
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canuck78

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If we follow this logic, Canada wouldn't get any temporary worker since most of them seek to stay in Canada permanently. What you go goes against what Canada stands for in terms of immigration. Not because it wants to, but because it needs it.
Temporary workers arrive with some form of WP. They aren’t temporary visitors either.
 

canuck78

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Again, to imply that many inland sponsorship applicants come from visa-exempt countries, therefore, are less prone to immigration fraud is simply discriminatory. This is what fuels discretionary decisions and makes for flaws in our immigration system. Take US for example. Many of the illegal immigrants are actually visa-exempt Canadians who go there to work illegally for a few months and come back to Canada. Their earnings are not flagged to the IRS or CRA. When it comes to the cost of deportation in Canada, we would need data to assess it properly. Many are completely ignorant of the tremendous benefits Canada gets from illegal immigrants working in the fields. Have you ever been there? Spoke with workers who are harvesting the food that we nonchalantly buy from our local supermarket? How many Canadians would want to go to work there in summer, with the sun blasting on you? Do you think the government does not know about it? To justify the TRV refusal solely based on the fact that the TR intends to stay in Canada permanently goes against what the law says. The law simply wants immigrants to have a legal stay. Someone who is visa-exempt still has conditions they need to respect as a temporary resident. And there are even more cases of visa-exempt temporary residents overstaying and ultimately staying illegally in the country because they are not diligent in keeping track of the deadlines.

Now if we talk about deportation, that brings us to the IRB and the many cases that have been brought up against their unethical practices. I'm not gonna go into it but there are many reports pointing towards it. Their officers need a lot of training and many appellants had not been treated fairly. This aligns with your rhetoric that looks at a two-way immigration system that favours some and restricts others. Now, when it comes to the CBSA and finding a FN inad at POE, again they often use discretionary power which is not conferred to them under the law. See the recent landmark jurisprudence case of Reyes-Garcia v. CBSA and how the court's decision clarifies the application of A44.

You state: if you are planning on applying for spousal sponsorship you are not a temporary visitor. That is incorrect. You and I don't make the law. You are temporary resident the moment you are admitted in Canada until you leave the country, become PR or get your status revoked (that would be removal order or found inad).
Do you have any figures backing up your claim that many of the illegal immigrants in US are Canadian? I highly doubt that Canadians make up a significant percentage of illegal immigrants in the US. You are also focusing on a very small percentage of people working without status in agriculture. The amount of people working without status in agriculture has increased due to the fact that Mexico became visa-exempt but people working illegally in agriculture is a very small percentage of the total amount of people living without status or working without a work permit in Canada. The majority live in mid to larger cities. The need for farm workers has nothing to do with people being approved for visitor visas. There is also a program to legally bring seasonal farm workers every year from primarily Mexico and the Caribbean. I also know a farmer who has used the seasonal farm worker program because Canadians can’t be found to do the work.

Your opinion on deportations and CBSA are irrelevant to this discussion. All that matters is that they are long and expensive to do Canada wants to avoid them. The figure I found for just the deportation is 15k.

If a spouse of a PR or citizen is applying to come to Canada, especially after they have applied for sponsorship, the majority aren’t coming as a visitor and to stay temporarily the majority are planning on remaining in Canada. That is why they are denied a TRV.
 

canuck78

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Exactly. Not going back is very different than staying illegally. We roll the red carpet to approved temporary worker, giving their dependants OWP and study visa. Do they all return back to their country? I doubt. They even have pathway to apply for PR before their work permit is expired.
Many spouses of international students and workers are refused TRVs orOWPs as well.
 

armoured

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But if you read about the Vavilov case, IRCC is supposed to give you a reasonable answer regarding the refusal. This is why I said lawyers are saying there is a small opportunity to challenge this, but again it does not necessarily mean a change of decision.
Could you provide the text or link or analysis to what you're referring to in the Vavilov case?

I'm not a lawyer and haven't read the entire decision. But the parts of it I have read emphasise that the standard of review is reasonableness, i.e. is the decision of the administrative decision-maker (visa officer) reasonable.

As I understand the point, 'reasonable' here is distinct from 'correct' under the law; reasonable is a far harder bar to meet when challenging, as - restating somewhat in my own language - the burden then changes to demonstrating that the decision was arbitrary, entirely illogical, etc.

You also state in somewhat strong terms that dual intent provisions do not 'preclude' entering with the intent to stay. But your own quote of the relevant text is
An intention by a foreign national to become a permanent resident does not preclude them from becoming a temporary resident if the officer is satisfied that they will leave Canada by the end of the period authorized for their stay.
"Does not preclude" when combined with "if the officer is satisfied..." - if interpreted under a standard of reasonableness - would make this very hard to challenge. I.e. the officer has to be "satisfied" (with an implied burden of proof shift to the applicant to demonstrate they will leave Canada at the end of the authorized period of stay).

At any rate, this dime-store lawyering (referring to myself here) is probably irrelevant for the vast majority of those applying and getting refusals. Realistically, the timeframes in which to potentially appeal are long, costly, and with low chances of success - compared to the alternative of getting one's family sponsorship approved or improving one's "proof" of likelihood of leaving. (The Vavilov case was quite different as a refusal of citizenship and hence not really time-bound)

So for practical purposes, I think suggesting to applicants they have some realistic recourse when applying for a TRV risks misleading them and giving false hope.
 

Laurahd

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Many spouses of international students and workers are refused TRVs orOWPs as well.
Do you have any figures backing up your claim that many of the illegal immigrants in US are Canadian? I highly doubt that Canadians make up a significant percentage of illegal immigrants in the US. You are also focusing on a very small percentage of people working without status in agriculture. The amount of people working without status in agriculture has increased due to the fact that Mexico became visa-exempt but people working illegally in agriculture is a very small percentage of the total amount of people living without status or working without a work permit in Canada. The majority live in mid to larger cities. The need for farm workers has nothing to do with people being approved for visitor visas. There is also a program to legally bring seasonal farm workers every year from primarily Mexico and the Caribbean. I also know a farmer who has used the seasonal farm worker program because Canadians can’t be found to do the work.

Your opinion on deportations and CBSA are irrelevant to this discussion. All that matters is that they are long and expensive to do Canada wants to avoid them. The figure I found for just the deportation is 15k.

If a spouse of a PR or citizen is applying to come to Canada, especially after they have applied for sponsorship, the majority aren’t coming as a visitor and to stay temporarily the majority are planning on remaining in Canada. That is why they are denied a TRV.
You tell me what I say is irrelevant to the discussion when I started it. You make claims that you can't back up and turn around asking me to back them up. If you think logically, you think the government would give the public accurate data on undocumented immigrants? My point was very clear: it is frivolous and discriminatory to presume that 1) Canada is vulnerable because it can't get rid of certain landed immigrants. 2) The cost of deportation can be assessed as a only factor assessed when it comes to illegal immigrants.

Does the government have the figures to back up that some individuals are working under the table? The question does not make sense since no data could ever be accurate. You stated, "Many inland sponsorship are from visa-exempt countries so there are fewer reasons to commit immigration fraud." What does being from a visa-exempt country or not has to do with immigration fraud? Immigration fraud is a very broad term that covers usurpation, misrepresentation and more. Your claims clearly show how bias you are. I mentioned Canadians working under the table in the US to highlight that the violation of visa conditions is not done only by those who are granted a visa. If we take your logic, even those who enter without a visa to apply for sponsorship are just as guilty as those who apply for TRV to enter and apply for sponsorship. If this was wrong, it would be considered misrepresentation by the law and it is not.

I asked about the impacts of artificial intelligence on e-applications such as TRV. More precisely, if anyone had an experience related to it. In that regard, your input about who you think is allowed to apply inland or not irrelevant. It does not acknowledge the possible ramifications of automated decisions on these applications. Again, you state that a person would not be granted TRV because their PR application is pending which is incorrect.

What you call my opinion is actually a court decision related to inadmissibility reports and deportation, which you brought up, even though it had nothing to do with the initial post.
 

Laurahd

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Many spouses of international students and workers are refused TRVs orOWPs as well.
Yes, they are. I am not challenging the refusals per se: not everyone that applies for TRV can satisfy the officer that they can meet the requirement of a temporary resident. I think we can all agree on that.
 

Laurahd

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Could you provide the text or link or analysis to what you're referring to in the Vavilov case?

I'm not a lawyer and haven't read the entire decision. But the parts of it I have read emphasise that the standard of review is reasonableness, i.e. is the decision of the administrative decision-maker (visa officer) reasonable.

As I understand the point, 'reasonable' here is distinct from 'correct' under the law; reasonable is a far harder bar to meet when challenging, as - restating somewhat in my own language - the burden then changes to demonstrating that the decision was arbitrary, entirely illogical, etc.

You also state in somewhat strong terms that dual intent provisions do not 'preclude' entering with the intent to stay. But your own quote of the relevant text is

"Does not preclude" when combined with "if the officer is satisfied..." - if interpreted under a standard of reasonableness - would make this very hard to challenge. I.e. the officer has to be "satisfied" (with an implied burden of proof shift to the applicant to demonstrate they will leave Canada at the end of the authorized period of stay).

At any rate, this dime-store lawyering (referring to myself here) is probably irrelevant for the vast majority of those applying and getting refusals. Realistically, the timeframes in which to potentially appeal are long, costly, and with low chances of success - compared to the alternative of getting one's family sponsorship approved or improving one's "proof" of likelihood of leaving. (The Vavilov case was quite different as a refusal of citizenship and hence not really time-bound)

So for practical purposes, I think suggesting to applicants they have some realistic recourse when applying for a TRV risks misleading them and giving false hope.
"You also state in somewhat strong terms" I did not state: I simply quoted the law. IRCC clarifies the application of this provision on their website:

"The existence of 2 different intents is not, in itself, reason to refuse a temporary residence application. If the officer is satisfied that the applicant would leave Canada after their authorized stay, regardless of the outcome of any future potential permanent residence application, the temporary residence application may be approved.

The possibility that an applicant for temporary residence may, at some point in the future, be approved for permanent residence does not absolve the individual from meeting the requirements of a temporary resident, specifically, to leave Canada at the end of the period authorized for their stay, in accordance with section R179."

Basically, the officer wants to know, if your PR application were to be refused or the final decision would come after the expiry of your legal stay, would you respect your visa conditions outlined in section R179? And of course, the burden of the proof always falls on the applicant. This is valid for all immigration applications.

"Could you provide the text or link or analysis to what you're referring to in the Vavilov case?"

I shared several links to give pointers on where to start researching. I think I've also mentioned that the decision has been cited more than 1,100 times, even in cases that have nothing to do with immigration. How it may apply to TRV refusals: a person who has applied and given substantial proof to the officer but this one does not provide a reasonable and clear answer for the refusal. They just use a refusal template and the applicant has to order notes and wait to know what may have been the reason. If this applicant had provided sufficient supporting documents and the refusal reasons clearly show that all proof was not properly evaluated by the officer, this is when the question of data analytics and the automation in the decision making is raised. In most cases, applicants do not know they can challenge a decision or do not know how to.*

You stated: "So for practical purposes, I think suggesting to applicants they have some realistic recourse when applying for a TRV risks misleading them and giving false hope."

I understand your point but this is not what this is about. Though an applicant may seek an appeal, it does not mean that it will be approved or that approval would definitively result in a change of decision which is what I wrote above.

I didn't ask the question to spark a debate. I thought the subject was interesting and worth acknowledging, thus why I asked if anyone had experience with such a case. Perhaps, some would be more receptive to hear or read the opinion of a lawyer on the application of the Vavilov framework to immigration applications. I found this article that aligns with my thoughts on the subject. An appeal or litigation does not mean that one will necessarily get the decision they want. See text quoted below.

The Vavilov decision mandates the IRCC Visa Officer to write decisions of refusal that are rational, intelligible and capable of review by a court. What this means on a practical level is that the Visa Officer can no longer simply tick a box on a standard form. They must now provide reasons that are rational and intelligible. From an administrative perspective this means that IRCC will have to update its computer system to allow a Visa Officer to provide more written reasons. IRCC will also have to re-train their employees on how to use the new system. This may take anywhere from a few months to a year. The current covid-19 crisis may very well delay implementation even further. Currently IRCC relies heavily on artificial intelligence to process visa applications. Canada has pioneered a highly efficient and advanced form of artificial intelligence system to process immigration applications.

Artificial intelligence in immigration processing does not mean that computers will refuse applications. What it means is that artificial intelligence programs will assist in granting more visas. A human still makes the final decision to approve a visa. However, flagged files and subsequent refusals will still have to processed by an IRCC Visa Officer. Currently when an officer refuses an application, they simply choose a paragraph from a drop-down menu on their computer and tick a box indicating the reason for the refusal. Vavilov changes this by stating that this method of existing refusal decisions is no longer legally defensible. The negative decision is susceptible to a successful challenge in Federal Court.

[...]

Please note that a successful litigation does not necessarily mean a visa will issue. There is never a guarantee that a visa will issue. Canadian immigration law and policy may change at any time with no notice and with retroactive effect. The Applicant takes this risk at all times. A successful litigation means the refusal is cancelled, and a new IRCC visa officer takes over the case, but the new officer may find a new reason to refuse the application. That is always a risk, in every case.


https://lawyer4u.ca/new-window-of-opportunity-for-challenging-immigration-decisions/

In summary, the Vavilov framework can be used when it comes to refusal reasons given by IRCC. As many refusals were directly or indirectly the result of automation in the process, the Vavilov decision gives an additional tool to applicants who were impacted.

I hope it's clear that I am not saying that all refusals are without merit.

* Here's a great podcast that goes into more detail about the impact of the decision on the standard of review (reasonableness). At the 23:06 mark, the lawyer (Deana Okun-Nachoff) talks about the impact of persisting discords happening in parallel cases where the applicant doesn't have the ability to demonstrate how it may affect his application because it's not in their file's notes. "It's an unfortunate thing because it does sometimes, in my view, mean that the decision-makers are kind of immunized against a more holistic look at the decision-making that they are doing on an ongoing basis and it [often] means that a lot of the costs of trying to get these incorrect decisions rectified is being born by the applicant, even though there might be a systemic issue that's underlying it all." Suffice to say there's more to this whole issue than just blaming the applicant for each refusal.

https://soundcloud.com/borderlinespodcast%2F35-the-implications-of-the-supreme-court-of-canada-decision-in-vavilov
 
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Joeydocs

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Came as a visitor, student, worker, inland app sent. I’m from a visa exempt country thought. I don’t know if that matters.
 

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https://www.canada.ca/en/immigration-refugees-citizenship/news/notices/analytics-help-process-trv-applications.html

Ottawa, January 24, 2022—Immigration, Refugees and Citizenship Canada (IRCC) is creating new efficiencies in its temporary resident visa (TRV) application process by expanding the use of advanced data analytics, which will now help IRCC officers sort and process all TRV applications submitted from outside Canada. IRCC officers will continue to make the final decision on all applications, and only an IRCC officer can refuse an application. The system never refuses or recommends refusing applications.
...


Perhaps not exactly AI, but...close?
 
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Kaibigan

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https://www.canada.ca/en/immigration-refugees-citizenship/news/notices/analytics-help-process-trv-applications.html

Ottawa, January 24, 2022—Immigration, Refugees and Citizenship Canada (IRCC) is creating new efficiencies in its temporary resident visa (TRV) application process by expanding the use of advanced data analytics, which will now help IRCC officers sort and process all TRV applications submitted from outside Canada. IRCC officers will continue to make the final decision on all applications, and only an IRCC officer can refuse an application. The system never refuses or recommends refusing applications.
...


Perhaps not exactly AI, but...close?
It sure sounds like it. Sure, only the VO can refuse, but it seems unlikely the VO will take the time to make an independent analysis and overrule the "advanced data analytics" which almost certainly will suggest a final decision, even if it's not called that. Otherwise, why have that new program to "sort and process". We applied (yet again) for a TRV for my wife while I was with her for 4 months, recently ended. We set out at length what we considered would address the weaknesses in applications she made in 2019 and 2022. She got her refusal in a mere 2 days! In the standard boilerplate format used twice in the past.