Explainable AI with fine-tuned large language models for sustainable cultural heritage management - Nature
<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1lR0k2MlY4NkJxcXdjZ3E2cXowYjhGWEVsdGthVDl6ZkJkUUc3QWhTNU9nZjhIQ2gzSXpBYklVeTZlMjBFWmhNTld1STVVRHV6c0pabC1FQWE5bWlFWUlJ?oc=5" target="_blank">Explainable AI with fine-tuned large language models for sustainable cultural heritage management</a> <font color="#6f6f6f">Nature</font>
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Cognichip, which is building an AI model for chip design, raised a $60M Series A led by Seligman Ventures, with participation from new board member Lip-Bu Tan (Tim Fernholz/TechCrunch)
Tim Fernholz / TechCrunch : Cognichip, which is building an AI model for chip design, raised a $60M Series A led by Seligman Ventures, with participation from new board member Lip-Bu Tan — The most advanced silicon chips have accelerated the development of artificial intelligence. Now, can AI return the favor?
AI Models Lie, Cheat, and Steal to Protect Other Models From Being Deleted - wired.com
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The Fallback That Never Fires
<p>Your agent hits a rate limit. The fallback logic kicks in, picks an alternative model. Everything should be fine.</p> <p>Except the request still goes to the original model. And gets rate-limited again. And again. Forever.</p> <h2> The Setup </h2> <p>When your primary model returns 429:</p> <ol> <li>Fallback logic detects rate_limit_error</li> <li>Selects next model in the fallback chain</li> <li>Retries with the fallback model</li> <li>User never notices</li> </ol> <p>OpenClaw has had model fallback chains for months, and they generally work well.</p> <h2> The Override </h2> <p><a href="https://github.com/openclaw/openclaw/issues/59213" rel="noopener noreferrer">Issue #59213</a> exposes a subtle timing problem. Between steps 2 and 3, there is another system: <strong>session model recon
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Cognichip, which is building an AI model for chip design, raised a $60M Series A led by Seligman Ventures, with participation from new board member Lip-Bu Tan (Tim Fernholz/TechCrunch)
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Anthropic Executive Blames Claude Code Leak on ‘Process Errors’ - Bloomberg.com
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