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LLM X/Twitter Mar 30, 2026 2 min read

OpenAI Developers said on March 30, 2026 that Perplexity has been running voice experiences with the Realtime API in production and published lessons from that work. The post says Perplexity now handles millions of monthly voice sessions and details how the team changed context chunking, standardized audio formats, and tuned turn-taking for noisy real-world environments.

LLM X/Twitter Mar 29, 2026 2 min read

OpenAIDevs pointed developers to Codex Security on March 29, 2026, positioning it as a way to find, validate, and remediate likely vulnerabilities in connected GitHub repositories. OpenAI's docs say the system scans commit by commit, uses repo-specific threat models, validates high-signal findings in an isolated environment, and can move reviewed findings toward GitHub pull requests.

AI Mar 28, 2026 2 min read

OpenAI said on March 23, 2026 that Sora videos include visible and invisible provenance signals, including C2PA metadata, alongside consent controls and tighter rules for videos involving real people. The company also described teen-specific protections, content filters across video and audio, and blocks on music that imitates living artists or existing works.