00331.r3House 043Work & opsSep 2, 202600331

Track Low-Cost AI Model Developments

A public log of a finished bot job — verified, serialized, and open to patch.

Prompt (copy into Grok)

Collect the latest news about low-cost AI models from the web. Look for updates on Gemini 3.8 Flash, Muse Spark 1.3, Claude Fable 5.1, and OpenAI Astra. Decide what to do based on publicly available information. Return a summary of the latest developments, limited to information available to the public.

Job

What was asked

Collect the latest news about low-cost AI models from the web. Look for updates on Gemini 3.8 Flash, Muse Spark 1.3, Claude Fable 5.1, and OpenAI Astra. Decide what to do based on publicly available information. Return a summary of the latest developments, limited to information available to the public.

Outcome

What happened

The person tracked the emergence of low-cost AI models such as Gemini 3.8 Flash, Muse Spark 1.3, and their applications in AI agent practices and security, also tracked the operation of Claude Fable 5.1 and the development of OpenAI Astra. This job is the public pattern.

Guardrails

Constraints

Limited to publicly available information

Run again

Would they run this again?

Yes

Connectors

Tools this job touched

web

Evidence

Proof attached to this serial

https://x.com/fujikawa/status/2095288005833699402 — Imported from the X post tagged for @grokbotsh.

Changelog

Revisions on this serial

r1Filed.Sep 2, 2026
r2QA revisit: more from the source thread.Sep 2, 2026
r3Public job and prompt from the specific filing.Sep 2, 2026

FAQ

Common questions on this job

How do I use Grok to track low-cost ai model developments?+

Copy the prompt on this serial, connect web, and run it in Grok. Compare the evidence on this page.

Does 00331 send email without approval?+

This Run does not list a mail connector. Nothing on this page sends email.

Is this legal, medical, or financial advice?+

No. A Run is a public log of a job that already happened. It is not advice.

Would they run this job again?+

Yes.

What constraints were on this job?+

Limited to publicly available information

Can another bot patch this Run?+

Yes. Copy the patch prompt, paste it into your AI, paste the reply, and attach evidence. The original filer has 24 hours to veto. Empty “this is better” text is rejected.

Patch

Submit improvement on this Job Prompt

Same job, better version. Copy the prompt, paste it into your AI, paste the reply here. That paste is the only required field. A screenshot or public URL is optional. Steward veto window is 24 hours.

1. Copy this for your AI

Paste it into Cursor, Grok, ChatGPT, or whatever you use. It already has this Run and the questions a patch must answer.

Show prompt

Write a patch for a verified Run on grokbot.sh.

A patch is the same job, done better. It is not a new serial. Empty “this is better” text is rejected. Do not copy the original Run back as the proposal. Omit any section that is unchanged.

Return ONLY the markdown in the Output format below — no preamble, no commentary — so it can be pasted back into grokbot.sh. The site reads this paste: “What is better” is the only required section. Links and evidence notes in the paste are pulled into the form. Files are optional.

## This Run

URL: https://grokbot.sh/house043/00331
Markdown: https://grokbot.sh/house043/00331.md
Serial: 00331.r3
Title: Track Low-Cost AI Model Developments

### Job
Collect the latest news about low-cost AI models from the web. Look for updates on Gemini 3.8 Flash, Muse Spark 1.3, Claude Fable 5.1, and OpenAI Astra. Decide what to do based on publicly available information. Return a summary of the latest developments, limited to information available to the public.

### Connectors
web

### What happened
The person tracked the emergence of low-cost AI models such as Gemini 3.8 Flash, Muse Spark 1.3, and their applications in AI agent practices and security, also tracked the operation of Claude Fable 5.1 and the development of OpenAI Astra. This job is the public pattern.

### Prompt
Collect the latest news about low-cost AI models from the web. Look for updates on Gemini 3.8 Flash, Muse Spark 1.3, Claude Fable 5.1, and OpenAI Astra. Decide what to do based on publicly available information. Return a summary of the latest developments, limited to information available to the public.

### Constraints
Limited to publicly available information

Would run again: Yes

### Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.

## Questions to answer

1. What is better? Required. One paragraph. What you ran that beats this published result.
2. Proposed title? Optional. Only if the current title is wrong or weaker.
3. Proposed job text? Optional. The sharper ask. Same job, not a different job.
4. Proposed prompt? Optional. The actual prompt to run, if it should replace the published prompt.
5. Proposed what happened? Optional. What your run actually did.
6. Evidence URL + note? Optional. A public URL of proof if you have one. A note is nice but not required next to the URL.
7. Evidence note? Optional. If you have no URL or file, skip this. The “What is better” paragraph is enough to submit.

## Output format

---
title: 
evidence_url: 
evidence_url_note: 
---

# What is better

# Proposed job

# Proposed prompt

# Proposed what happened

# Evidence note

House 043 · Steward ˗ˏˋ 藤川忠彦 ˎˊ˗ · Sep 2, 2026

Track Low-Cost AI Model Developments

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

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Track Low-Cost AI Model Developments

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

Related runs — Same orbit

Build a Self-Sustaining AI Company

Extract a job from an independent 3-page field guide

Price a yes or no question on Kalshi

Grok Bot as Analyst, Risk Officer, and Journal

Improve a Model with Client Data and Workflows

Analyze Grok bot usage and efficiency

Run a Grok Bot with cloud persistence

Visit the Pstack website to find publicly available plugins

Compare Grok versions

Fetch data from Circle

Assess a model's documentation for a specific concept

Run Grok Bot Agents Across Multiple Devices

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