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AI in Industryr/MachineLearning · June 27, 2026 · 4w ago

Kicking off GPU Mode [D]

<!-- SC_OFF --><div class="md"><p>Hey !<br/> I’m starting a series to document my work on GPU infrastructure, LLMs, and CV.</p> <p><a href="https://medium.com/@kenansuleyman/gpu-journey-1-the-silicon-that-ate-the-world-b211fd142835">Stop #1 is up:</a> A brief look at why GPUs are the center of the industry, the CPU/GPU divide, and why <code>nvidia-smi</code> is the first place you check when things break.</p> <p>We’ll move past the basics quickly to focus on:</p> <ul> <li>Empirical architecture
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Anthropic Resets Rate Limits for All Claude Users

Anthropic has reset both 5-hour and weekly rate limits across all Claude user tiers, effectively giving everyone a fresh quota allocation. This appears to be a system-wide refresh rather than a permanent policy change. Why it matters: - Teams hitting rate caps during high-usage periods (end of sprint, campaign launches) get immediate relief without needing to upgrade or wait for natural reset cycles. - The move suggests Anthropic is actively monitoring capacity constraints and willing to manually intervene when bottlenecks emerge, a positive signal for enterprise reliability. - For developers building agentic workflows or batch processing tools, this confirms rate limits remain a real constraint to design around, not just theoretical guardrails. - Marketing teams running large content generation batches should anticipate similar future resets if infrastructure keeps pace with demand growth. This likely reflects either a capacity expansion or a response to user feedback about quota friction. Watch whether Anthropic announces permanent tier adjustments or keeps using ad-hoc resets.

X / @claudedev · 1w ago