diff --git a/deps/verifiers b/deps/verifiers
index e2103d6fb4..d4a217794f 160000
--- a/deps/verifiers
+++ b/deps/verifiers
@@ -1 +1 @@
-Subproject commit e2103d6fb417b9dbe83a25eea83dc49d8779c313
+Subproject commit d4a217794fc0bfd70369a8230e56653c193da8ce
diff --git a/examples/advanced/glm-4.5-air/search.toml b/examples/advanced/glm-4.5-air/search.toml
index 9610214d76..c795f3582e 100644
--- a/examples/advanced/glm-4.5-air/search.toml
+++ b/examples/advanced/glm-4.5-air/search.toml
@@ -100,7 +100,7 @@ name = "openseeker"
 env.agent.harness.id = "rlm"
 env.agent.harness.skills = ["search"]
 env.agent.harness.forward_env = ["SERPER_API_KEY"]
-env.agent.harness.summarize_at_tokens = [65536, 131072]
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["glm45air-search"]
 env.taskset.id = "openseeker"
 
@@ -124,7 +124,7 @@ name = "redsearcher"
 env.agent.harness.id = "rlm"
 env.agent.harness.skills = ["search"]
 env.agent.harness.forward_env = ["SERPER_API_KEY"]
-env.agent.harness.summarize_at_tokens = [65536, 131072]
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["glm45air-search"]
 env.taskset.id = "redsearcher" # optional `difficulty` filter (easy/medium/hard)
 
@@ -154,7 +154,7 @@ num_examples = 500 # full set is 1266; cap eval at 500
 env.agent.harness.id = "rlm"
 env.agent.harness.skills = ["search"]
 env.agent.harness.forward_env = ["SERPER_API_KEY"]
-env.agent.harness.summarize_at_tokens = 98304
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["glm45air-search"]
 env.agent.timeout.rollout = 3600
 env.taskset.id = "browsecomp"
diff --git a/examples/advanced/glm-4.5-air/terminal.toml b/examples/advanced/glm-4.5-air/terminal.toml
index 1afece9609..c8dc34b30b 100644
--- a/examples/advanced/glm-4.5-air/terminal.toml
+++ b/examples/advanced/glm-4.5-air/terminal.toml
@@ -96,7 +96,7 @@ num_turns_weight = 0.1
 [[orchestrator.train.source]]
 name = "tmax"
 env.agent.harness.id = "rlm"
-env.agent.harness.summarize_at_tokens = [65536, 131072]
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["glm45air-terminal"]
 env.taskset.id = "tmax"
 
@@ -123,7 +123,7 @@ interval = 20
 [[orchestrator.eval.source]]
 name = "swebench-verified"
 env.agent.harness.id = "rlm"
-env.agent.harness.summarize_at_tokens = 98304
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["glm45air-terminal"]
 env.agent.timeout.rollout = 3600
 env.taskset.id = "swebench-verified"
@@ -144,7 +144,7 @@ env.taskset.id = "swebench-verified"
 name = "terminal-bench-2"
 group_size = 4 # avg@4
 env.agent.harness.id = "rlm"
-env.agent.harness.summarize_at_tokens = 98304
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["glm45air-terminal"]
 env.agent.timeout.rollout = 3600
 env.taskset.id = "terminal-bench-2"
diff --git a/examples/advanced/nemotron-3-super/swe.toml b/examples/advanced/nemotron-3-super/swe.toml
index a09b1654fa..074939c4c0 100644
--- a/examples/advanced/nemotron-3-super/swe.toml
+++ b/examples/advanced/nemotron-3-super/swe.toml
@@ -89,7 +89,7 @@ truncate_history_thinking = false
 name = "scaleswe"
 env.taskset.id = "scaleswe"
 env.agent.harness.id = "rlm"
-env.agent.harness.summarize_at_tokens = [65536, 131072]
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["nemotron-3-super-swe"]
 
 [orchestrator.eval]
@@ -99,7 +99,7 @@ interval = 20
 name = "swebench-verified"
 env.taskset.id = "swebench-verified"
 env.agent.harness.id = "rlm"
-env.agent.harness.summarize_at_tokens = 98304
+env.agent.harness.compaction.summarize_at_tokens = 98304
 env.agent.runtime.labels = ["nemotron-3-super-swe"]
 env.agent.timeout.rollout = 3600
 
diff --git a/uv.lock b/uv.lock
index eece4907bb..59e79d92bb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -7710,7 +7710,7 @@ ta = [
 
 [package.metadata]
 requires-dist = [
-    { name = "aiohttp", specifier = ">=3.14.0" },
+    { name = "aiohttp", specifier = ">=3.14.1" },
     { name = "anthropic", specifier = ">=0.78.0" },
     { name = "datasets", specifier = ">=3.3.0,<6.0.0" },
     { name = "gepa", specifier = ">=0.0.6" },