<a href="https:&#x2F;&#x2F;www.nasa.gov&#x2F;image-detail&#x2F;fd02_for-pao&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.nasa.gov&#x2F;image-detail&#x2F;fd02_for-pao&#x2F;</a>

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Received the following email from Anthropic:Hi,Starting April 4 at 12pm PT &#x2F; 8pm BST, you’ll no longer be able to use your Claude subscription limits for third-party harnesses including OpenClaw. You can still use them with your Claude account, but they will require extra usage, a pay-as-you-go option billed separately from your subscription.Your subscription still covers all Claude products, including Claude Code and Claude Cowork. To keep using third-party harnesses with your Claude login, turn on extra usage for your account. This will be enforced April 4 starting with OpenClaw, but this policy applies to all third-party harnesses and will be rolled out to more shortly (read more).To make the transition easier, we’re offering a one-time credit for extra usage equal to your monthly subscription price. Redeem your credit by April 17. We’re also introducing discounts when you pre-purchase bundles of extra usage (up to 30%).We’ve been working to manage demand across the board, but these tools put an outsized strain on our systems. Capacity is a resource we manage carefully and we need to prioritize our customers using our core products. You will receive another email from us tomorrow where you’ll have the ability to refund your subscription if you prefer.

Tell HN: Anthropic no longer allowing Claude Code subscriptions to use OpenClaw

iNaturalist

<a href="https:&#x2F;&#x2F;old.reddit.com&#x2F;r&#x2F;sysadmin&#x2F;comments&#x2F;1sbdw29&#x2F;if_youre_running_openclaw_you_probably_got_hacked&#x2F;" rel="nofollow">https:&#x2F;&#x2F;old.reddit.com&#x2F;r&#x2F;sysadmin&#x2F;comments&#x2F;1sbdw29&#x2F;if_youre_...</a><a href="https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20260403174514&#x2F;https:&#x2F;&#x2F;old.reddit.com&#x2F;r&#x2F;sysadmin&#x2F;comments&#x2F;1sbdw29&#x2F;if_youre_running_openclaw_you_probably_got_hacked&#x2F;" rel="nofollow">https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20260403174514&#x2F;https:&#x2F;&#x2F;old.reddi...</a>

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We built an end-to-end protein AI pipeline covering structure prediction, sequence design, and codon optimization. After comparing multiple transformer architectures for codon-level language modeling, CodonRoBERTa-large-v2 emerged as the clear winner with a perplexity of 4.10 and a Spearman CAI correlation of 0.40, significantly outperforming ModernBERT. We then scaled to 25 species, trained 4 production models in 55 GPU-hours, and built a species-conditioned system that no other open-source project offers. Complete results, architectural decisions, and runnable code below.

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Running DeepSeek V3 (685B) requires 8×H100 GPUs which is about $14k&#x2F;month. Most developers only need 15-25 tok&#x2F;s. sllm lets you join a cohort of developers sharing a dedicated node. You reserve a spot with your card, and nobody is charged until the cohort fills. Prices start at $5&#x2F;mo for smaller models.The LLMs are completely private (we don&#x27;t log any traffic).The API is OpenAI-compatible (we run vLLM), so you just swap the base URL. Currently offering a few models.