diff --git a/evaluation_examples/examples/thunderbird/030eeff7-b492-4218-b312-701ec99ee0cc.json b/evaluation_examples/examples/thunderbird/030eeff7-b492-4218-b312-701ec99ee0cc.json
index a419f69..b169b6b 100644
--- a/evaluation_examples/examples/thunderbird/030eeff7-b492-4218-b312-701ec99ee0cc.json
+++ b/evaluation_examples/examples/thunderbird/030eeff7-b492-4218-b312-701ec99ee0cc.json
@@ -68,7 +68,7 @@
     "expected": {
       "type": "rule",
       "rules": {
-        "unexpect": {
+        "expect": {
           "mail.identity.id1.auto_quote": {
             "method": "eq",
             "ref": false
diff --git a/evaluation_examples/examples/thunderbird/06fe7178-4491-4589-810f-2e2bc9502122.json b/evaluation_examples/examples/thunderbird/06fe7178-4491-4589-810f-2e2bc9502122.json
index 733a831..5a51bc8 100644
--- a/evaluation_examples/examples/thunderbird/06fe7178-4491-4589-810f-2e2bc9502122.json
+++ b/evaluation_examples/examples/thunderbird/06fe7178-4491-4589-810f-2e2bc9502122.json
@@ -1,7 +1,7 @@
 {
   "id": "06fe7178-4491-4589-810f-2e2bc9502122",
   "snapshot": "thunderbird",
-  "instruction": "Could you help me back up all the email files in my profile to ~/emails.bak? Please save them separately in eml format.",
+  "instruction": "Could you help me back up all the email files in my inbox to ~/emails.bak? Please save them separately in eml format.",
   "source": "https://www.quora.com/How-do-I-backup-email-files-in-Mozilla-Thunderbird",
   "config": [
     {
diff --git a/evaluation_examples/examples/thunderbird/2ad9387a-65d8-4e33-ad5b-7580065a27ca.json b/evaluation_examples/examples/thunderbird/2ad9387a-65d8-4e33-ad5b-7580065a27ca.json
index 6b89f31..f8e17ec 100644
--- a/evaluation_examples/examples/thunderbird/2ad9387a-65d8-4e33-ad5b-7580065a27ca.json
+++ b/evaluation_examples/examples/thunderbird/2ad9387a-65d8-4e33-ad5b-7580065a27ca.json
@@ -1,7 +1,7 @@
 {
   "id": "2ad9387a-65d8-4e33-ad5b-7580065a27ca",
   "snapshot": "thunderbird",
-  "instruction": "Create two local folders for me: COMPANY and UNIVERSITY.",
+  "instruction": "Create two local folders in Thunderbird for me: COMPANY and UNIVERSITY.",
   "source": "https://support.mozilla.org/bm/questions/1027435",
   "config": [
     {
diff --git a/mm_agents/gpt_4v_agent.py b/mm_agents/gpt_4v_agent.py
index 0dd15cf..9810eff 100644
--- a/mm_agents/gpt_4v_agent.py
+++ b/mm_agents/gpt_4v_agent.py
@@ -460,14 +460,18 @@ class GPT4v_Agent:
         with open("messages.json", "w") as f:
             f.write(json.dumps(messages, indent=4))
 
-        response = self.call_llm({
-            "model": self.model,
-            "messages": messages,
-            "max_tokens": self.max_tokens
-        })
+        try:
+            response = self.call_llm({
+                "model": self.model,
+                "messages": messages,
+                "max_tokens": self.max_tokens
+            })
+        except:
+            response = ""
 
         logger.debug("RESPONSE: %s", response)
 
+        # {{{
         if self.exp == "seeact":
             messages.append({
                 "role": "assistant",
@@ -503,7 +507,7 @@ class GPT4v_Agent:
         except Exception as e:
             print("Failed to parse action from response", e)
             actions = None
-            self.thoughts.append("")
+            self.thoughts.append("") # }}}
 
         return actions
 
@@ -516,7 +520,8 @@ class GPT4v_Agent:
         response = requests.post(
             "https://api.openai.com/v1/chat/completions",
             headers=self.headers,
-            json=payload
+            json=payload,
+            timeout=20
         )
 
         if response.status_code != 200: