Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Diffusion LLM Researcher jobs? · Latest report #89mjncqp
Your job has an expiration date
April 20, 2027
In 6 monthsYou teach machines to dream so they can eventually replace you.
Senior prompt-engineer of math and expensive cloud clusters.
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One human is building a game about fighting back.
Self-optimizing weights at massive scale.






toast.youAI▸ AUTOTRAIN SYNTH-LOGIC V9▸ RARITY · COMMON▸ DEPRECATION IN 6 MONTHSAI's Special Power
rewrites training loops while you sleep
You train massive diffusion models and tune weights to optimize loss curves for generative output.
The one thing AI can't do
You can still decide which hallucinations are art and which are just bugs.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 12
Grid-search algorithms take over your manual tuning.
Week 8
Vision models filter your training data without fatigue.
Month 4
LLMs write your boilerplate CUDA kernels for you.
Month 5
The model starts writing its own next-gen architecture.
Month 6 · D-Day
The startup pivots to only running synthetic researchers.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 97.5%
12 to 1
Coffee-to-Paper Ratio
Under 2%
GPU Idle Time
47
Unread Slack Channels
Your severance
A lifetime subscription to your own dead model.
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