Corrections

docs/docs/FAQ/Assets-FAQ.md

@@ -56,18 +56,9 @@ For example, say you have existing transcodes with the policy "Videos higher tha
 :::
 
 
-### Is it possible to use item compression like in App-Which-Must-Not-Be-Named?
+### Is it possible to compress images during backup?
 
-No. There was a discussion about this in the past but it was [rejected](https://github.com/immich-app/immich/pull/1242), there is an [unofficial way to achieve this](https://gist.github.com/JamesCullum/6604e504318dd326a507108f59ca7dcd).
-
-:::danger
-If you do choose to use the unofficial way, it's important to be aware of the following security risks:
-
-- The golang:1.19.4-alpine3.17 base image was released a year ago and has [18 vulnerabilities for OpenSSL](https://hub.docker.com/layers/library/golang/1.19.4-alpine3.17/images/sha256-8b532e4f43b6ccab31b2542d132720aa6e22f6164e0ed9d4885ef2d7c8b87aa5?context=explore)
-- The image `ghcr.io/jamescullum/multipart-upload-proxy:main` was last updated a long time ago and has vulnerable versions of OpenSSL and libwebp.
-- The vips-dev package relies on libwebp, which had a major CVE a few months ago.
-There may be other vulnerabilities as well.
-:::
+No. Our golden rule is that the original assets should always be untouched, so we don't think this feature is a good fit for Immich.
 
 ### How can I move all data (photos, persons, albums) from one user to another?
 

docs/docs/FAQ/Machine-Learning-FAQ.md

@@ -30,15 +30,6 @@ You can delete the model cache volume, which is where models are downloaded to.
 The feature added keywords to images for metadata search, but wasn't used for smart search. Smart search made it unnecessary as it isn't limited to exact keywords. Combined with it causing crashes on some devices, using many dependencies and causing user confusion as to how search worked, it was better to remove the job altogether.
 For more info see [here](https://github.com/immich-app/immich/pull/5903)
 
-### What is the best order for ML to best work
-
-Because Immich is relies on thumbnail generation
-For machine learning [[1](/docs/developer/architecture#:~:text=For%20example%2C%20Smart%20Search%20and%20Facial%20Recognition%20relies%20on%20thumbnail%20generation)], it is recommended to wait for the thumbnail generation job to finish and then run the machine learning jobs (Smart Search and Facial Recognition)
-
-* Let all jobs run except the machine learning jobs and wait for them to finish
-* Run Smart Search
-* Run Facial Recognition
-
 ### Can I use a custom CLIP model?
 
 No, this is not supported. Only models listed in the [Huggingface](https://huggingface.co/immich-app) are compatible. Feel free to make a feature request if there's a model not listed here that you think should be added.

docs/docs/FAQ/Mobile-App-FAQ.md

@@ -15,14 +15,6 @@ sidebar_position: 2
 
 ### IOS app
 
-### No albums&photos seen by Immich on Iphone
-
-there are some reporting issue with iPhoneXR regarding the problem with scanning the album,we haven't yet to find the cause [see more info here](https://discord.com/channels/979116623879368755/1107718197655908412)
-
-:::note
-If you think you know what the solution to the problem might be, we'd be happy to discuss it on [Discord](https://discord.com/channels/979116623879368755/1071165397228855327)/[Github](https://github.com/immich-app/immich/discussions)
-:::
-
  ### I can't log into the application after the server update, what can I do?
  Make sure you've updated the app as well.
 

docs/docs/FAQ/Performance-FAQ.md

@@ -23,15 +23,13 @@ The initial backup is the most intensive due to the number of jobs running. The
 By default, a container has no resource constraints and can use as much of a given resource as the host's kernel scheduler allows.
 You can look at the [original docker docs](https://docs.docker.com/config/containers/resource_constraints/) or use this [guide](https://www.baeldung.com/ops/docker-memory-limit) to learn how to do this.
 
-### Can I boost machine learning speed?
+### How can I boost machine learning speed?
 
-Yes, you can by increasing the job concurrency. With higher concurrency, the host will work on more assets in parallel.
-You can do it by:
-1. Admin user login
-2. Administration
-3. jobs
-4. On the left side Manage Concurrency
-5. Change the settings as needed
+:::note
+This advice increases throughput, not latency. This is to say that it will make Smart Search jobs process more quickly, but it won't make searching faster.
+:::
+
+You can increase throughput by increasing the job concurrency for machine learning jobs (Smart Search, Recognize Faces). With higher concurrency, the host will work on more assets in parallel. You can do this by navigating to Administration > Settings > Job Settings and increasing concurrency as needed.
 
 :::danger
 On a normal machine, 2 or 3 concurrent jobs can probably max the CPU, so if you're not hitting those maximums with, say, 30 jobs.

docs/docs/developer/setup.md

@@ -4,7 +4,7 @@ sidebar_position: 2
 # Setup
 
 :::note
-if there is something you're planning to work on just give us a heads up in [Discord](https://discord.com/channels/979116623879368755/1071165397228855327) of what it is so we can
+If there's a feature you're planning to work on, just give us a heads up in [Discord](https://discord.com/channels/979116623879368755/1071165397228855327) so we can:
 
 1. Let you know if it's something we would accept into Immich
 2. Provide any guidance on how something like that would ideally be implemented

docs/docs/guides/database-GUI-view.md

@@ -1,7 +1,7 @@
 # Access database (GUI)
 
 :::note
-in order to connect to the database the immich_postgres container **must be on**.
+In order to connect to the database the immich_postgres container **must be running**.
 :::
 
 :::info