AI news archive

Release 01

6 source stories

  1. Suuri Builds Instagram slide for Meet Claude, your new video editor
    Story 01aibyaakash.com
    • TLDR Marketing
    • Resources & Tools
    • ai_models

    Meet Claude, your new video editor

    A free kit of 30 Claude Code skills turns the model into a local video editor using ffmpeg and Python, with no paid APIs. It includes 18 motion effects and 12 editing tools that identify strong hooks from long recordings, cutting a 40-sec clip from a 60-min episode in 2 minutes. The tools also interpret spoken editing notes to select takes and refine cuts. Effects are designed for head-and-shoulders footage and take up to 5 minutes to render.

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  2. Suuri Builds Instagram slide for Introducing GPT-6.1 Terra
    Story 02openai.com
    • TLDR Dev
    • Launches & Tools
    • tools_self

    Introducing GPT-6.1 Terra

    GPT-6.1 Terra combines visual reasoning, computer use, and coding with standard API prices of $1 per million input tokens and $5 per million output tokens. OpenAI reports 50.3% on Terminal-Bench 4.0 at maximum reasoning effort, while recommending GPT-6.1 Sol or GPT-6 Astra for the most complex coding tasks.

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  3. Suuri Builds Instagram slide for How the Claude Code team does code review
    Story 03claude.dev
    • TLDR
    • Programming, Design & Data Science
    • ai_models

    How the Claude Code team does code review

    Claude writes about 90% of the code in Claude Code. This post explains how the team reviews the code at the volume its agents produce. The team moved most of the reading in the review stage to machines, optimized for human time and attention, and invested heavily in making it fast and easy to undo mistakes. This resulted in merged pull requests to Claude Code's codebase more than doubling while the share that had to be reverted fell by more than 40% between June and September.

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  4. Suuri Builds Instagram slide for Anthropic S-1 Analysis: How 7 Key Metrics Stack Up
    Story 04tomtunguz.com
    • TLDR
    • Quick Links
    • ai_models

    Anthropic S-1 Analysis: How 7 Key Metrics Stack Up

    Anthropic's S-1 describes an AI company with an enviable business model, explosive growth, and increasing efficiency.

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  5. Suuri Builds Instagram slide for Fixing Tool-Call Accuracy in vLLM
    Story 05ubicloud.com
    • TLDR Dev
    • Articles & Tutorials
    • ai_models

    Fixing Tool-Call Accuracy in vLLM

    Ubicloud found that Kimi K2.6 served through vLLM produced schema-valid tool calls only 92% of the time. Constrained decoding raised schema accuracy to 100% for its supported Kimi and DeepSeek models by blocking invalid tokens during generation, though that guarantee does not establish whether a tool call is useful or correct.

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  6. Suuri Builds Instagram slide for Influence is only as good as the rule behind it
    Story 06linkedin.com
    • TLDR Marketing
    • Strategies & Tactics
    • design_growth

    Influence is only as good as the rule behind it

    Influence can be a useful leading indicator when measured by engagement rather than impressions alone. An analysis of 1,000+ advertisers and $80 million in LinkedIn ad spend found that companies reached in 3 or more separate months entered the pipeline 1.5X more often. Those with 5 or more paid engagements entered 2.2X more often. Recent reach and engagement were stronger signals than longer lookback periods, supporting consistent advertising to future buyers.

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