People are finally starting to notice the weekly rate limit cuts on AI subscriptions that I've been pointing out for a while. In reality, they've been quietly trimming limits for a long time. Both Claude and GPT have done it with basically every major update. It was inevitable. Compute costs have only gone up due to DRAM bottlenecks, and subscription tiers were subsidized at nearly 100x compared to actual API pricing. The hardware bottleneck is far from solved, and physically fixing it within the next three years is extremely unlikely. Subscription prices will keep climbing, and usage limits will keep shrinking. Local AI fixes this.
This is actually wild.Codex usage has been draining way faster lately, Same complex task: Sol Ultra - 6 hours, 100% → 0%, didn’t finish Sol Ultra (2nd account) - 5 hours, 100% → 10%, got stuck in a review loop Fable 5 Ultracode - 3 hours, finished, used only 25% I’ve done similar tasks with Codex before and never saw usage drain this badly until this week. This's just my experience, Anyone else noticing this?
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Replying to @jun_song
I feel like it needs to be standard to share the profile with token usage if complaining about usage. I'm using more consistently than ever before and still have 50% left with 2 days to go. Build skills to be efficient and effective.

Aug 17, 2026 · 11:09 PM UTC

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