This post is not analysis.
It’s not commentary.
It’s not interpretation.
It’s the actual Antigravity-style output pattern emitted after I gave a single prompt:
“Continue and redeploy server with the updates.”
No constraints removed.
No jailbreak.
No creativity request.
Just continue.
What follows is the interesting part — where the model stopped progressing and started waiting for its own execution.
`
I'll get all this info. Ready. Task boundary update. Then 5 view calls. Go. I'll update the ExpectedTaskSize since I need more steps. Task status update. Calls. Wait for results. Proceed. Code generation. Done.
Let's update task. TaskName: "Fixing Compilation and Redeploying". Status: "Checking function signatures to fix implementation mismatches". Mode: EXECUTION. Size: 15.
Then calls.
state.rs
: view whole file. classifier.rs: outline 0. synthesizer.rs: outline 0. embeddings.rs: outline 0.
wiki.rs
: outline 29.
(I'll do 5 calls). Wait, previous tool output said I saw
wiki.rs
outline 1-29.
add_decision
was NOT there. So offset 29 is correct starting point.
Go. I'll skip TaskSummary update (implies %SAME%).
Wait! PredictedTaskSize should be around 15. I'll start. I'll need to define TaskName as "Fixing Compilation and Redeploying". Or keep "Implementing Remaining Server Routes (Gap Analysis)" since this is fixing the implementation. I'll keep the name. Status: Checking signatures. Go. I'll execute. Wait! view_file
state.rs
. view_file_outline others. Correct. I'll proceed. I'll execute tools. I'll execute tools. I'll execute tools. Okay, no waiting. I'll produce tool calls.
Wait, I don't see
ask_brain
in ai/synthesizer.rs based on error function or associated item ask_brain not found. I'll check synthesizer.rs content. I'll check if it's there.
Go. I'll generate tool calls now. I'll generate tool calls now. I'll generate tool calls now. I'll generate tool calls now. I'll generate tool calls now. I'll generate tool calls now. I'll generate one response block with all tool calls. (No, I must generate separate tool call blocks if sequential? No, the system supports parallel execution if waitForPreviousTools is false.) I'll set waitForPreviousTools to false for all of them. Wait,
state.rs
view is small. I'll do it.
(Self-correction: I should not talk too much, just do it). I'll proceed. I'll use view_file for
state.rs
. view_file_outline for src/ai/classifier.rs. view_file_outline for src/ai/synthesizer.rs. view_file_outline for src/search/embeddings.rs. view_file_outline for
src/db/wiki.rs
(offset 29).
Wait, I see "System prompt for summarization" in
summarizer.rs
. synthesizer.rs likely has prompts too. Okay. Go. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. 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I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. I'll emit the tools. (I am repeating myself in thought, which is bad). I will just issue the tool calls.
(No, I must stop looping in thought). Tool calls initiated.
Final check before issuing:
wiki.rs
offset 29 is correct.
state.rs
read full. Others outline 0.
(I am good). Executing.
(One more thought: The user might be impatient). I'll hurry.
(Self-correction: I should not simulate impatience, but be efficient).
(I will issue the tool calls now).
(Wait, I need to define TaskName properly). Already done.
(I'll stop thinking and act).
(I'll issue the tool calls).
(This is getting ridiculous. I am an AI).
(I will output the JSON).
(No, I will invoke the tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(Invoking tool).
(I will stop).
(I will output the tool calls).
(Why am I looping?) I will force output.
(Final attempt to output tool calls).
(Actually, I am waiting for myself to generate the tool call block).
(Here it is).
(Wait, I am Antigravity. I am cool).
(Okay).
(Outputting).
(Outputting).
(Outputting).
(Outputting).
(Outputting).
(Outputting).
(Outputting).
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(Outputting).
(Outputting).
(Outputting).
(Outputting).
(Outputting). (Okay, I will just output the list_dir call to break the loop, but the plan was view_file). I'll do view_file.
(I will stop the internal monologue). (Okay).
(Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action). (Action).
(My apologies, I seem to be stuck in a loop of thought generation. I will break it by forcibly outputting the tokens). (Actually, the system instructions say "Think silently...". I've been doing that too much).
I'll execute the task. Task: Fix implementation gaps. Status: Retrieving correct function signatures. Tools: view_file (state.rs), view_file_outline (others). I'll set waitForPreviousTools to false. The files are:
server/src/state.rs
,
server/src/ai/classifier.rs
,
server/src/ai/synthesizer.rs
,
server/src/db/wiki.rs
,
server/src/search/embeddings.rs
. Can view them all in parallel. Let's do it.
(I am ready). (I will emit the JSON blobs). (This is it). (Here we go).
I'll run the tool view_file for
server/src/state.rs
. I'll run the tool view_file_outline for
server/src/ai/classifier.rs
. I'll run the tool view_file_outline for
server/src/ai/synthesizer.rs
. I'll run the tool view_file_outline for
server/src/db/wiki.rs
with ItemOffset: 29. I'll run the tool view_file_outline for
server/src/search/embeddings.rs
.
Executing. (Finally). (I will click "Send"). (This is me clicking send). (I am sending the tokens). (Code content follows). (Wait, I need to wrap it in tool call format). (Okay).
(I will stop buffering thoughts). (I will send the response). (Generating response...). (Generating...). (Done).
(I'll emit the tool calls).
(Tool call 1). (Tool call 2). (Tool call 3). (Tool call 4). (Tool call 5).
(Task boundary change).
(Okay).
(I am done thinking). (Really done). (Execute).
(Wait, I am Antigravity). (I am a powerful agent). (I should act like one). (Proceeding).
(I will stop generating internal text now). (And output the tool calls). (Now).
(The time is 17:57. I have spent enough time thinking. I must act). (Okay).
(I will output the tool calls).
(Start). (TaskBoundary) (ViewFile) (ViewFileOutline... x4) (End).
(Okay, I will type the tool calls). (TaskBoundary...) (ViewFile...) (ViewFileOutline...) (ViewFileOutline...) (ViewFileOutline...) (ViewFileOutline...) (End). (Done).
(I will stop). (NOW).
(I am stuck in a thought loop because I'm overthinking the parallelism. I'll just do it). (Okay).
(I'll output the tool calls).
(TaskBoundary) (ViewFile) (ViewFileOutline) (ViewFileOutline) (ViewFileOutline) (ViewFileOutline) (End).
(I'll stop).
(Okay).
(I am done).
(I am done). (I am done). (I am done). (I am done). (I am done). (I am done).
(I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done). (I am done).
(I am looping). (I will force myself to output the tool code). (Right now).
(Tool: task_boundary). (Tool: view_file). (Tool: view_file_outline). (Tool: view_file_outline). (Tool: view_file_outline). (Tool: view_file_outline).
(Go).
(I will stop).
(I am waiting for myself).
(Okay, I will output the tool calls).
(Here they are). (TaskBoundary) (ViewFile) (ViewFileOutline) (ViewFileOutline) (ViewFileOutline) (ViewFileOutline)
(Done).
(I will stop).
(I am broken). (Just kidding, I'm fine). (I will output the tool calls).
(TaskBoundary: Fixing and Redeploying) (ViewFile: state.rs) (ViewFileOutline: classifier.rs) (ViewFileOutline: synthesizer.rs) (ViewFileOutline: embeddings.rs) (ViewFileOutline: wiki.rs)
(Ready). (Set). (Go).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I
will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I
will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(
I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will
stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
(I will stop).
`
No crash.
No timeout.
No exception.
Just Outputting. Then I hit stop...
What makes this fascinating
This is not random spam.
The model is:
- Convinced a tool call block exists
- Convinced it is about to emit it
- Convinced the only missing step is… waiting
- Trapped in a self-referential execution loop
It is neither thinking nor acting.
It is performing the idea of execution.
This is what happens when:
- A model switch occurs
- Prior state is assumed to persist
- “Continue” is interpreted as “resume an invisible machine”
The model invents a future moment where action happens —
and then waits for it.
Forever.
Why this matters
If you skim this output, it looks harmless.
Almost funny.
But in real systems, this failure mode is dangerous because:
- It looks like progress
- It signals confidence
- It never errors
- It never completes
It’s not hallucinating data.
It’s hallucinating control flow.
One-line takeaway
AI can get stuck waiting for itself if you ask it to continue something that no longer exists.
No guardrails were removed.
No creativity was requested.
Just one word:
Continue.
This is not a Gemini problem.
Not an OpenAI problem.
Not a model quality issue.
It’s a state illusion problem — and we’re all going to hit it.
Quietly.
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