Summarify

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Instantly distill lengthy content into concise summaries

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Summarify is a tool that helps users quickly generate detailed summaries from various types of content. It supports summarizing text, web URLs, blog URLs, YouTube videos, uploaded PDFs, and audio files. The platform is designed for efficiency, allowing users to obtain concise summaries of lengthy materials in seconds. It is a product of 1811 Labs.

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Read insightful stories, practical guides, and expert perspectives on artificial intelligence, emerging technologies, and the ideas shaping tomorrow.

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Featured image for GPT-Live-1 in the API: Build Natural Full-Duplex Voice Agents (What Changed)

8 min read

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GPT-Live-1 in the API: Build Natural Full-Duplex Voice Agents (What Changed)

OpenAI put GPT-Live-1 in the API on Sep 10, 2026 - a full-duplex voice layer at $0.05/min billed per second. Covers architecture vs STT-LLM-TTS, backend pairing, free tier unsupported, and when to keep Vapi or LiveKit.

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Featured image for ChatGPT for Financial Services: What Bankers Get Beyond Work

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ChatGPT for Financial Services: What Bankers Get Beyond Work

OpenAI's ChatGPT for Financial Services (Sep 10, 2026) adds hosted finance datasets, firm templates, and citations on ChatGPT Enterprise. See who inside IB/ER gets value, seat-mix rules, and how it forks from Claude for Financial Services and Copilot.

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Featured image for OpenAI Agents API Explained: Build a Cloud Agent With Hosted Sandboxes

9 min read

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OpenAI Agents API Explained: Build a Cloud Agent With Hosted Sandboxes

OpenAI Agents API public beta (Sep 10, 2026): sessions on /v1/agents/sessions, openai_hosted vs self_hosted, container rates, security defaults, and when to use ChatGPT Work or GPT-Live-1 instead.

Development

Featured image for DeepSeek V4.1 Flash Isn't a Point Release: What Changed + the Sept 14 Routing Checklist

8 min read

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DeepSeek V4.1 Flash Isn't a Point Release: What Changed + the Sept 14 Routing Checklist

DeepSeek V4.1 Flash shipped Sep 10, 2026 as a new 552B MoE / 1M family (call deepseek-flash). Flash rates apply. Official pages conflict: news260910 still announces Pro remaps to Flash Sep 14 04:00 UTC; live pricing says Pro continues. Re-verify that morning.

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Our Blog

GPT-Live-1 in the API: Build Natural Full-Duplex Voice Agents (What Changed)

ChatGPT for Financial Services: What Bankers Get Beyond Work

OpenAI Agents API Explained: Build a Cloud Agent With Hosted Sandboxes

DeepSeek V4.1 Flash Isn't a Point Release: What Changed + the Sept 14 Routing Checklist