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Live· 4,218,906 positions deprecated· 4,218,906 deprecated· 1,284 today
Average time-to-redundancy: 11.3 months
Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Inference Optimization Engineer jobs? · Latest report #q9b93fma
Your job has an expiration date
October 22, 2027
In 12 monthsYou spend weeks quantizing weights only to lose to a single loop.
Junior optimizer (still uses float32 when nobody is looking).
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Self-quantizing silicon that never sleeps.
shred.you▸ AUTOOPT-ALPHA 9▸ RARITY · COMMON▸ DEPRECATION IN 12 MONTHSAI's Special Power
compiles optimal kernels in real-time
You shrink neural network models to run faster on cheap hardware. You sweat over latency and memory usage.
The one thing AI can't do
You can still explain why the model hallucinates while being 40 percent faster.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 6
Smart compiler flags begin to handle standard layer fusing automatically.
Month 3
Adaptive models learn to prune their own non-contributing nodes.
Month 6
Unified APIs remove the need to write custom kernel code.
Month 9
Models dynamically adjust precision based on current compute budget.
Month 12 · D-Day
The compiler reaches full autonomy and deletes your optimization scripts.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.2%
99.9 percent
ms latency reduction
zero
average model bloat
infinite
human engineer tears
Your severance
One free subscription to a dying GPU cloud provider.
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