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Perplexity trusts GPT-6 Astra with end-to-end systems
Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.
A Screenshot Is Not an Agent Failure Artifact
A screenshot of an execution tree looks useful in a pull request. It is also missing almost everything a skeptical reviewer should ask: Which trace produced it? Was the trace changed after capture?
AI-generated websites are the Word Art era all over again
Do you recall Word Art? That rainbow gradient, arched text monster on every 90s school flyer. We are currently experiencing a resurgence of this technology, but this time it is used to create complete websites.
Hardware x Model x Harness
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BPE-Style Tokenizers: The Small Algorithm That Decides What an LLM Can See
Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs discover the project, give it a try, and share your feedback to help improve the product. When you type: unbelievableness an LLM doe...
Microsoft Slaps Hours Limits on Xbox Game Pass Cloud Gaming
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