
In the AI era, platforms have no choice but to fight fire with fire to cull spam.
Will another major social platform announce LLM-based content moderation by August 2026?
Resolves by Aug 1, 2026
Large language models have made it easier for bad actors to create spam and bot content online. Social media platforms are now using LLMs themselves to detect this spam more effectively by identifying subtle, coordinated patterns that older systems missed. One platform reports blocking millions of spam views daily and reducing user exposure to spam by 20% using these new tools. Platform experts note that AI-powered content moderation works best when paired with human review.

In this tutorial, we build an end-to-end autonomous AI co-scientist workflow for next-generation EGFR inhibitor discovery, focusing on the C797S osimertinib-resistance mutation in non-small cell lung cancer. We start by resolving the biological target through ChEMBL and UniProt, then mine curated EGFR IC50 bioactivity records and convert them into a clean pIC50 modeling dataset. We use RDKit to standardize molecules, remove salts, aggregate replicate measurements, compute Morgan fingerprints, e

The update is part of Apple's broader effort to make Siri feel more natural and personal, as it rebuilds the assistant around generative AI.

"The reality is, when you're optimizing for production, you start looking at a price/performance," Guillermo Rauch tells TechCrunch.
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