Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Machine Learning Hardware Engineer jobs? · Latest report #4rtbkqi7
Your job has an expiration date
October 11, 2028
In 2 yearsDesigning silicon to accelerate your own inevitable career obsolescence.
Silicon whisperer, currently battling unoptimized floating-point logic.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Optimizing hardware while you struggle with Verilog.



oof.youAI▸ SYNTHETIX SILICON FORGE 9.0▸ RARITY · UNCOMMON▸ DEPRECATION IN 2 YEARSAI's Special Power
simulates new architectures during your coffee break
Optimize tensor core utilization and thermal throttling. Debug high-bandwidth memory interconnects for massive training clusters.
The one thing AI can't do
You can still physically troubleshoot why the rack caught fire at 3 a.m.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
AI-driven design rule checkers instantly flag sub-optimal trace routing and power distribution flaws.
Month 6
Neural synthesis replaces manual RTL coding by optimizing logic gates for specific workload patterns.
Month 12
Cloud-based physics models predict cooling failures without needing your messy physical prototyping rigs.
Month 18
Autonomous agents rewrite microcode to bypass hardware bottlenecks as soon as they are detected.
Year 2 · D-Day
The factory completes the first human-free chip run, leaving your desk permanently empty.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95%
4,902/sec
Thermal throttle events
12/day
Verilog syntax tears
Always
TDP limit violations
Your severance
One free GPU and a thermal paste applicator.
Discussion