Anthropic is pushing HTML artifacts as the future of AI workflows. What they're not telling you: a markdown report costs ~800 tokens. The same content in styled HTML costs 2,500-4,000. That's 3-5x more tokens burned on divs and CSS instead of reasoning and depth. More tokens
@godofprompt
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The Shift from Recommendation Systems to AI-Driven Content Curation
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The X algorithm is no longer a recommendation system with some AI features. It's a Grok deployment that happens to recommend posts. The question for creators isn't "how does the algorithm work?" anymore. It's "what does Grok think of my content?" Build content that a thinking
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Analysis of AI-driven content classification and distribution systems
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Two things in the codebase worth watching closely. First: a classifier called "banger_initial_screen." This appears to detect viral potential early. Posts flagged as high-potential likely get accelerated distribution. The system isn't just passively scoring anymore. It's
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Technical breakdown of engagement prediction model weightings
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The prediction model expanded from roughly 10 engagement types to 15. The new additions are all negative signals: → P(not_interested)
→ P(block_author)
→ P(mute_author)
→ P(report) Each carries negative weight in the final score. A single block now mathematically pushes -
Technical Breakdown of Grok’s AI-Driven Ranking and Content Pipeline
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Here's what Grok now controls: → Ranking: Phoenix transformer scores every candidate post
→ Retrieval: Two-Tower model finds out-of-network content using the same Grok architecture
→ Content understanding: A "Grox" pipeline classifies, embeds, and screens every post
→ Topic -
New Phoenix Ranking Model Ported from Grok-1
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The old system used a hand-tuned neural network with manual feature engineering. SimClusters. TwHIN embeddings. Dozens of hand-crafted signals. That system is gone. The new ranking model is called Phoenix. It's ported directly from Grok-1. The repo says it plainly: "We have
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xAI Integrates Grok Transformer Architecture into X Recommendation Algorithm
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xAI just open-sourced the new X algorithm. I read the full codebase. Grok doesn't "help" the algorithm anymore. Grok IS the algorithm. Every major component of your For You feed now runs on the same transformer that powers Grok the chatbot. Here's what changed and what it
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The Critical Need for Testing in AI Agent Development
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Garry Tan just said the quiet part out loud: AI agents don’t need “vibes.”
They need tests.
Everyone is shipping AI into products and praying it doesn’t hallucinate, get manipulated, or confidently lie to users. That’s insane. iFixAI runs 32 tests on your deployed AI and gives -
When AI companies start to sound like governments
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When AI companies start to sound like governments https://t.co/FGsD3J1i65 pic.twitter.com/a9y8hB5aVy
— God of Prompt (@godofprompt) 15 mai 2026When AI companies start to sound like governments
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Geopolitical Competition and Technical Strategies in the AI Landscape
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TLDR: → US leads AI via chip access (NVIDIA, TSMC, ASML)
→ China keeps pace via smuggling + "distillation attacks" on US models
→ 2028 fork: US locks 12-24 month lead, or China hits parity and sets global AI norms
→ Anthropic wants Congress to criminalize the attacks