diff --git a/services/comms/atlasbot-deployment.yaml b/services/comms/atlasbot-deployment.yaml
index 9cc0a1e..72503b8 100644
--- a/services/comms/atlasbot-deployment.yaml
+++ b/services/comms/atlasbot-deployment.yaml
@@ -16,7 +16,7 @@ spec:
       labels:
         app: atlasbot
       annotations:
-        checksum/atlasbot-configmap: manual-atlasbot-64
+        checksum/atlasbot-configmap: manual-atlasbot-65
         vault.hashicorp.com/agent-inject: "true"
         vault.hashicorp.com/role: "comms"
         vault.hashicorp.com/agent-inject-secret-turn-secret: "kv/data/atlas/comms/turn-shared-secret"
diff --git a/services/comms/scripts/atlasbot/bot.py b/services/comms/scripts/atlasbot/bot.py
index 570bc26..2b3657a 100644
--- a/services/comms/scripts/atlasbot/bot.py
+++ b/services/comms/scripts/atlasbot/bot.py
@@ -197,6 +197,8 @@ _INSIGHT_HINT_WORDS = {
     "favorite",
     "favourite",
     "trivia",
+    "stand out",
+    "stands out",
 }
 
 _OVERVIEW_HINT_WORDS = {
@@ -213,8 +215,8 @@ _OLLAMA_LOCK = threading.Lock()
 HARDWARE_HINTS = {
     "amd64": ("amd64", "x86", "x86_64", "x86-64"),
     "jetson": ("jetson",),
-    "rpi4": ("rpi4",),
-    "rpi5": ("rpi5",),
+    "rpi4": ("rpi4", "raspberry pi 4", "raspberry pi-4"),
+    "rpi5": ("rpi5", "raspberry pi 5", "raspberry pi-5"),
     "rpi": ("rpi", "raspberry"),
     "arm64": ("arm64", "aarch64"),
 }
@@ -559,7 +561,16 @@ def _detect_role_filters(q: str) -> set[str]:
     return roles
 
 def _detect_entity(q: str) -> str | None:
-    if "node" in q or "nodes" in q or "worker" in q or "hardware" in q or "architecture" in q or TITAN_NODE_RE.search(q):
+    if (
+        "node" in q
+        or "nodes" in q
+        or "worker" in q
+        or "hardware" in q
+        or "architecture" in q
+        or "machine" in q
+        or "machines" in q
+        or TITAN_NODE_RE.search(q)
+    ):
         return "node"
     if "pod" in q or "pods" in q:
         return "pod"