Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace AI Hardware Research Scientist jobs? · Latest report #t5bfgp6b
Your job has an expiration date
August 31, 2028
In 1 year, 10 monthsYou design the machines that will eventually decide you are obsolete.
Senior Silicon Architect (mostly PyTorch, emotionally haunted by latency)
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Designing better chips while you sleep.








glub.youAI▸ SILICONARCHITECT-X9▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 10 MONTHSAI's Special Power
optimizes entire chip architectures in seconds
You optimize neural network architecture for custom silicon and simulate transistor-level performance. Your job is basically teaching computers how to build faster computers.
The one thing AI can't do
You can still intuit which hardware bottlenecks are worth ignoring until the next release.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
An agent begins validating your Verilog syntax against performance standards to remove human error.
Month 5
Automated logic synthesis tools replace your manual gate-level optimizations with superior iterative search algorithms.
Month 12
Generative hardware design models begin proposing NPU layouts that consistently outperform your human-designed architectures.
Month 18
Neural-driven simulation environments predict performance metrics without needing to run full-scale bit-accurate emulation runs.
Month 22 · D-Day
The system assumes full control of the silicon design pipeline, rendering your research role entirely redundant.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.3%
40 liters
Coffee consumed per tape-out
85 percent
Time spent debugging compilers
1:500
Papers cited vs read
Your severance
One free cloud-compute credit and a vintage soldering iron.
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