Perplexity Moves Deep Research Into Computer, Routing Research Subtasks Across 20+ Frontier Models For Reports, Decks, And Dashboards

When I returned to my computer five minutes after giving Gemini a lengthy prompt, I had two things: a functional app in a preview window, and a message about a bug. "~ Channel is unrecoverably broken and will be disposed!" Sounded bad! But right below it was a button to fix the bug. Pretty weird that I just instructed a computer to build a whole app for me with a single prompt, but it needed me to click a button to fix a bug. I did anyway, and in 233 seconds Gemini reported back that it had succeeded, using words like "blockages" and "race conditions." I didn't understand a bit of it. It was thrilling. This was my second or third attempt a … Read the full story at The Verge.

In a new essay, Dario Amodei called for binding safety rules for frontier models as his company heads toward an IPO.

Anthropic has proposed new AI policy frameworks as advanced systems gain stronger capabilities. The company wants governments to set rules for frontier models and prepare workers for AI’s economic impact. Its plan covers dangerous deployments, independent testing, cybersecurity, and public…

Why it matters: Cut your LLM bill without gutting quality: quantization, batching, routing and distillation that slash inference costs by 50 to 90 percent.

Explore the best Python web development repositories for building APIs, full-stack web apps, dashboards, machine learning demos, internal tools, and interactive Python-based user interfaces.

A new Harvard and Perplexity paper uses matched-pair sessions to compare an autonomous agent with a search assistant. It finds large gains in autonomy, time, and cost, plus broader scope of work attempted. The post A New Study from Harvard and Perplexity Finds AI Agents Perform 26 Minutes of Autonomous Work per Session vs 33 Seconds for Search appeared first on MarkTechPost.

Turn reports, notes, spreadsheets and existing decks into polished presentations inside PowerPoint, with ChatGPT handling structure, rewrites and narrative flow.

PLUS: Stress test business ideas with Perplexity