Parcae Scaling Laws For Stable Looped Language Models paper: https://
huggingface.co/papers/2604.12
946
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AI
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Scaling Laws For Stable Looped Language Models
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Adaptive thinking budgets replace fixed AI reasoning limits
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Yes. We no longer support fixed thinking budgets, and find that adaptive thinking works much better. Tune it with /effort
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Claude Opus 4.7 Integrated into MagicPath AI for Code Tasks
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Opus 4.7 is now available in @MagicPathAI
. From our early testing, the model is really strong at long tasks when design requires lots of changes, image-to-code, and overall produces cleaner, more reusable React components. -
AI transforms social media competition landscape for Snap
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I agree with you. But AI also is changing the game for social media. And there is a lot more competition for Snap than there once was (TikTok and Instagram, amongst others).
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Databricks Document Intelligence: Structured Data Extraction for Enterprise AI
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Introducing Databricks Document Intelligence: a research-specialized layer that turns raw enterprise documents into structured data your agents can actually reason over.
— Databricks (@databricks) 16 avril 2026
Across our benchmarks, Document Intelligence delivered the highest end-to-end parsing and extraction quality… pic.twitter.com/rjPjJSXjY8Introducing Databricks Document Intelligence: a research-specialized layer that turns raw enterprise documents into structured data your agents can actually reason over. Across our benchmarks, Document Intelligence delivered the highest end-to-end parsing and extraction quality
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Finding Tech Industry Professionals Through Comprehensive Lists
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Who are you looking for? I have the most complete lists of the tech industry here: https://
x.com/scobleizer/lis
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Claude 4.7 xhigh effort level balances reasoning latency token usage
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In Claude Code the default effort is now xhigh, a new level between high and max giving finer control over the reasoning/latency tradeoff. 4.7 thinks more, so token use runs higher than 4.6. Manage it with effort, task budgets, or prompting for brevity.
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Claude Auto Mode: Autonomous Task Execution Without Permission Prompts
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We're also rolling out auto mode for Max users. This means no more permission prompts — give Claude a task, let it run, come back to verified work.
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Claude 4.7 Enables Complex Multi-File Code Changes in Single Prompt
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With 4.7 you can push a lot further with one prompt. That means multi-file changes, ambiguous debugging, code review across a whole service. The stuff you used to break into small chunks because the model would drift.