diff --git a/flake.lock b/flake.lock
index 47e30ad..6c0bafd 100644
--- a/flake.lock
+++ b/flake.lock
@@ -37,22 +37,6 @@
         "type": "github"
       }
     },
-    "flake-compat": {
-      "flake": false,
-      "locked": {
-        "lastModified": 1767039857,
-        "narHash": "sha256-vNpUSpF5Nuw8xvDLj2KCwwksIbjua2LZCqhV1LNRDns=",
-        "owner": "NixOS",
-        "repo": "flake-compat",
-        "rev": "5edf11c44bc78a0d334f6334cdaf7d60d732daab",
-        "type": "github"
-      },
-      "original": {
-        "owner": "NixOS",
-        "repo": "flake-compat",
-        "type": "github"
-      }
-    },
     "flake-parts": {
       "inputs": {
         "nixpkgs-lib": "nixpkgs-lib"
@@ -73,11 +57,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1772956932,
-        "narHash": "sha256-M0yS4AafhKxPPmOHGqIV0iKxgNO8bHDWdl1kOwGBwRY=",
+        "lastModified": 1767364772,
+        "narHash": "sha256-fFUnEYMla8b7UKjijLnMe+oVFOz6HjijGGNS1l7dYaQ=",
         "owner": "nixos",
         "repo": "nixpkgs",
-        "rev": "608d0cadfed240589a7eea422407a547ad626a14",
+        "rev": "16c7794d0a28b5a37904d55bcca36003b9109aaa",
         "type": "github"
       },
       "original": {
@@ -137,24 +121,39 @@
         "url": "https://static.rust-lang.org/dist/channel-rust-1.91.0.toml"
       }
     },
+    "systems": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
+    },
     "typst": {
       "inputs": {
         "crane": "crane",
         "fenix": "fenix",
-        "flake-compat": "flake-compat",
         "flake-parts": "flake-parts",
         "nixpkgs": [
           "nixpkgs"
         ],
         "rust-manifest": "rust-manifest",
+        "systems": "systems",
         "typst": "typst_2"
       },
       "locked": {
-        "lastModified": 1769829890,
-        "narHash": "sha256-MxaI0XTFOdFGhPZ5Vx3w+se3aEY9wBU/LpUw3mlv4XQ=",
+        "lastModified": 1767654408,
+        "narHash": "sha256-7YhRyF2u7CuhBLMpKnHZy9D5Y2L6k9LRLGf3SE0AUYc=",
         "owner": "typst",
         "repo": "typst-flake",
-        "rev": "0862b4b4c562fdc245063519b012507951a53181",
+        "rev": "ec2389e45e1014c746a3a1d6a222cde352c56886",
         "type": "github"
       },
       "original": {
diff --git a/post-op.md b/post-op.md
index 51677ef..0815346 100644
--- a/post-op.md
+++ b/post-op.md
@@ -2,8 +2,6 @@
 
 Hello me, this is a list for you to get back on track with the QD-QAS you were working on...
 
-Tell Sebastian and Koen "I'm back"
-
 ## Things I've done
 
 I have made baselines for two types of optimization free QAS, namely TF-QAS and GA-QAS.
diff --git a/presentations/progress.typ b/presentations/progress.typ
index b5a28f9..fefe258 100644
--- a/presentations/progress.typ
+++ b/presentations/progress.typ
@@ -3,7 +3,6 @@
 #import "@preview/cetz:0.3.4"
 #import "@preview/typsium:0.2.0": ce
 #import "@preview/numbly:0.1.0": numbly
-#import "@preview/fletcher:0.5.8": *
 #import "./theme.typ": *
 
 #set heading(numbering: numbly("{1}.", default: "1.1"))
@@ -56,81 +55,10 @@
 
 #let today-offset = (datetime.today() - datetime(day: 10, month: 11, year: 2025)).weeks()
 
-= Week ??
-
-Post Surgery
-
-== Content
-
-- Research question
-- Solution Architecture
-- Comparing with other methods
-
-== Research Question
-
-- Uncertain about the wording
-#pause
-How does Quality-Diversity based Quantum Architecture Search compare to the state-of-the-art in QAS
-in speed, noise performance and transferability between problems?
-
-== Hypothesis
-
-I think the speed of the search itself will be comparable to the GA-QAS, which is slower than
-TF-QAS but likely faster then problem specific searches.
-
-In noise performance I think it would be possible to improve upon both GA-QAS and TF-QAS as neither
-attempts to optimize for it.
-
-I think the transferability of the output will be a significant improvement over TF-QAS,
-especially when counting the whole set of PQCs.
-
-== QD-QAS architecture
-
-#let nodes = ("Make Initial Population", "Create Offspring", "Calculate Cost Function", "Take Best Offspring", "Offspring Becomes Parents")
-#let edges = (
-  (0, 1),
-  (1, 2),
-  (2, 3),
-  (3, 4),
-  (4, 1),
-)
-#align(center + horizon)[
-#diagram({
-	for (i, n) in nodes.enumerate() {
-		let θ = -90deg + i*360deg/nodes.len()
-		node((θ, 0.8), n, stroke: 0.5pt, name: str(i))
-	}
-	for (from, to) in edges {
-		let bend = if (to, from) in edges { 10deg } else { 5deg }
-		// refer to nodes by label, e.g., <1>
-		edge(label(str(from)), label(str(to)), "-|>", bend: bend)
-	}
-})
-]
-
-== Comparing
-
-- Preferences
-  - Same benchmarks for all QAS types
-  - Not implementing tests multiple times
-  - Consistent program outputs
-
-
-== Comparing
-
-- Options I see
-  - Replicate other papers to have consistent outputs \
-    \- need to get it all working as expected \
-    \+ will have identical tests and outputs
-  - Create an interface and adapt the other papers to it \
-    \- limited by the lowest common denominator \
-    \+ don't need to fully replicate papers
-  - Use the tests of the other papers \
-    \- Likely can't compare all together \
-    \- Can't choose tests freely \
-    \+ Not necessary to rerun tests of the other papers \
-    \+ Don't have to implement tests for the other papers
+= Week 13
+Pre-OP wrapup
 
+==
 
 = Week 12
 Making Baselines
diff --git a/src/all_qas.py b/src/all_qas.py
old mode 100755
new mode 100644