Episode 1 is OUT!! This week on The Interface, we discuss:
* That insane Superbowl ad for Ring
* The US TikTok takeover
* And the beef that launched ChatGPT Listen wherever you get your podcasts: https://
app.magellan.ai/listen_links/t
heinterface-KH
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REGULATION
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The Interface Episode 1: Ring Ad, TikTok Takeover, ChatGPT Origins
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FAIR + R: Reproducibility Essential for AI Governance Strategy
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We all know FAIR data. But for AI in 2026, @AstraZeneca
's Tiffany Fabianac says we need 'FAIR + R'. Learn why Reproducibility is the missing link in your AI governance strategy. Check out the on-demand webinar on the 2026 Life Science Outlook: https://
domino.buzz/3MhCgZh -
Musk’s manipulation of generative AI on Grok
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Yes, of course, generative AI is entirely manipulable. Musk has demonstrated this several times by having algorithms modified to change Grok's editorial line on certain subjects in just a few hours.
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$20M Investment in AI Policy Advocacy Organization
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AI is being adopted faster than any technology in history. The window to get policy right is closing. Today we’re contributing $20m to Public First Action, a new bipartisan org that will mobilize people and politicians who understand what’s at stake.
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Creator Marketing Fear Tactics and Media Literacy in Tech
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This Creator's campaign by X will be the greatest undoing here. Fear and "prey marketing" pieces flying left and right. More people should be media literate and actually filter truth from what's popular.
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FDA Submissions Embrace Real-World Evidence and AI Tools
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82% of FDA submissions now include real-world evidence. @DominoDataLab
's Chris McSpiritt explains how statistical programmers are adapting to diverse data sources, open-source tools, and AI. -

Human-AI Interaction Card Proposes Novel Transparency Framework
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Inspired by the "model" card, we also propose a novel concept of Human-AI Interaction (HAI) card to better capture how the experts and AI interacted. The goal here is for transparency to the general public. This is only the first proposal and we hope the community can further
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Mozilla Rebel Alliance Against Big Tech Centralization Empire
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If @mozilla is the “rebel alliance,” who is the empire? When I asked Surman about his galactic metaphor, he said the empire is more of a mindset, driven by a winner-takes-all push to centralize and own everything. “The Death Star is where a bunch of companies have gone 'more,
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Claude Opus 4.6 Sabotage Risk Report Released
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When we released Claude Opus 4.5, we knew future models would be close to our AI Safety Level 4 threshold for autonomous AI R&D. We therefore committed to writing sabotage risk reports for future frontier models. Today we’re delivering on that commitment for Claude Opus 4.6.
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Anthropic releases Opus 4.6 AI safety risk assessment report
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Rather than making difficult calls about blurry thresholds, we decided to preemptively meet the higher ASL-4 safety bar by developing the report, which assesses Opus 4.6’s AI R&D risks in greater detail. Read the sabotage risk report here: https://
anthropic.com/claude-opus-4-
6-risk-report
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