diff --git a/README.md b/README.md
index 0050721..ee249e0 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@
 
 ## Workshop topics
 
-Slides are built as part of the repo's [ci-cd pipeline](.github/workflows/ci-cd.yml), and ~~can be accessed by clicking on the `Artifacts` section of a workflow run~~ but I need to add these artifacts to a [release]() as in the issue [Make slide artifacts publicly available](https://github.com/munichpavel/risk-ai-workshop/issues/21). As a workaround, the slides from ci / cd run [#163](https://github.com/munichpavel/risk-ai-workshop/actions/runs/2165826463) are attached to the [bug-fix issue](https://github.com/munichpavel/risk-ai-workshop/issues/21).
+Slides are built as part of the repo's [ci-cd pipeline](.github/workflows/ci-cd.yml), and be found under [releases](https://github.com/munichpavel/risk-ai-workshop/releases). See e.g. [the v2022.1.1 release](https://github.com/munichpavel/risk-ai-workshop/releases/tag/v2022.1.1).
 
 ## Artificial intelligence for risk management
 
@@ -29,8 +29,7 @@ Examples and exercises: [graphical models](notebooks/graphical-models-exercises.
 
 * [Model Selection Examples](notebooks/model-selection-examples.ipynb)
 * [Risk and AI in Practice Exercises](notebooks/risk-ai-practice-exercises.ipynb)
-* [Model Selection Exercises (from 2017 workshop)](notebooks/model-selection-exercises.ipynb
-)
+* [Model Selection Exercises (from 2017 workshop)](notebooks/model-selection-exercises.ipynb)
 
 ## Grading scheme for University of Ljubljana Masters in Mathematical Finance
 
@@ -38,7 +37,6 @@ The number of points for a correct solution for each exercise brings is equal to
 
 You have to solve one problem from each of the four sets of problems unless you solved one of the problems with three stars.
 
-
 ## Relate python packages
 
 In the exercise notebooks and `requirements.txt` you see which python packages I used in creating and solving the exercises, though this list is far from exhaustive. Below are some (additional) python packages that may be useful
@@ -73,6 +71,8 @@ Note: I do not follow [Semantic Versioning](https://semver.org/) for this projec
 
 ### Latest
 
+Replace slide publishing workaround with instructions on accessing compiled slides under releases.
+
 ### v2022.1.1
 
 * Fix typos in discrete geometry slides, including definition of d-separation