AI Dynamics

Global AI News Aggregator

About

SOFTWARE

  • Perplexity Adds Skills Support for Computer

    Perplexity is rolling out Skills support for Perplexity Computer. SKILLs will allow users to reuse their existing workflows from Codex and Claude Code with Perplexity Computer. SKILLs are new Computer programs

    → View original post on X — @testingcatalog

  • Pocket Recording Device Privacy and Security Audit Reveals Major Concerns
    Pocket Recording Device Privacy and Security Audit Reveals Major Concerns

    Pocket (@Heypocket) sold 30,000 units in 5 months recording doctor visits, legal calls, and board meetings. So I did my due diligence like I always do. Their Google Play listing says "No data collected." Their own privacy policy lists audio recordings, transcripts, device IDs, ad identifiers, cookies, IP location, and behavioral inferences. One of those is wrong. They brand themselves "open source". Their GitHub org (github.com/heypocketai) contains exactly 4 repositories: – Raspberry Pi Zero prototype called icecream-project [from the CEO's prior Omi work], – FFmpeg Flutter fork, – docs repo, – org profile page. The actual Pocket device firmware, mobile app, backend infrastructure, and audio processing pipeline are NOT here. There is NO Pocket source code to audit. Recordings go to unnamed "cloud/AI vendors" with no disclosure of which LLMs process your audio, what jurisdiction they operate in, or how long they retain it. Users can't choose their provider or bring their own keys. If you cancel your $19.99/month subscription, your recordings get processed by whichever default model Pocket selects. The contact mic is marketed for recording phone calls without speakerphone. In 11+ US states including California (where Pocket is based) — that requires all party consent. The device has NO consent mechanism. Their terms cap liability at the amount you've paid or $100 (whichever is greater) – for data breaches involving your medical appointments, legal consultations, and proprietary meetings. A third‑party LobeHub skill has already reverse‑engineered Pocket’s web API and can pull recordings, transcripts, summaries, and action items using short‑lived Firebase bearer tokens extracted from the user’s browser session. Their privacy policy confirms that if Pocket is acquired — every recording, transcript, and summary transfers to the buyer. Y Combinator (@ycombinator) Pocket (@heypocket) is your notetaker for real world meetings. In the last 5 months, the team has delivered over 30k units with a $27M annualized run rate, growing 50% month over month. Congrats on the launch, @AkshayNarisetti and @gabrieldymowski! ycombinator.com/launches/PaX… — https://nitter.net/ycombinator/status/2028878066630709455#m

    → View original post on X — @abhi1thakur, 2026-03-03 20:26 UTC

  • 3D as Universal Interface for Machines and People

    Love this essay from World Labs’ team! Just like codes, 3D is a universal interface for machines and people.🤩 World Labs (@theworldlabs) Text became the universal interface for software. 3D is becoming the universal interface for space. It’s the medium that lets humans and AI generate, edit, simulate, and share worlds together. worldlabs.ai/blog/3d-as-code — https://nitter.net/theworldlabs/status/2028903220723237274#m

    → View original post on X — @drfeifei, 2026-03-03 18:43 UTC

  • AI System Indexes Code and Analyzes Log Severity

    It has your entire code base indexed, there's a step that does an assessment on the severity of the logs, and before that, clusters similar logs/alerts into unique ones.

    → View original post on X — @akshay_pachaar

  • Google Announces Gemini 3.1 Flash Lite Preview
    Google Announces Gemini 3.1 Flash Lite Preview

    Google officially announced Gemini 3.1 Flash Lite Preview, featuring a 45% increase in output speed. Now available on Google AI Studio and Vertex AI.

    → View original post on X — @testingcatalog

  • Claude Code’s Bypass Permissions Mode
    Claude Code’s Bypass Permissions Mode

    ICYMI: Claude Code has a "Bypass permissions" mode on desktop. Claude Yolo Code "Bypass all permission checks and let Claude work uninterrupted. This works well for workflows like fixing lint errors or generating boilerplate code. Letting Claude run arbitrary commands is

    → View original post on X — @testingcatalog

  • Physical AI and Technological Innovation at MWC

    linkedin.com/posts/fabiomoio… [Translated from EN to English]

    → View original post on X — @fabiomoioli, 2026-03-03 14:01 UTC

  • AI Error Monitoring Agent: Code and Functionality Detailed

    You can find the code for the error monitoring Agent here: https://
    github.com/airweave-ai/er
    ror-monitoring-agent
    … Here's how it works: – Pulls raw errors from Sentry or Azure Log Analytics
    – Clusters them semantically by root cause (20 errors become ~4 actual issues)
    – Searches GitHub for the exact code

    → View original post on X — @akshay_pachaar

  • AI Agents and Context Compression Challenges

    think about what this means for ai agents every agent framework stores the full trajectory. every tool call, every response, every reasoning step. context grows linearly with conversation length until you hit the ceiling Cursor already compresses context when windows fill up.

    → View original post on X — @godofprompt

  • AI Coding: Voice Reduces Input Friction

    The bottleneck in AI-assisted coding was never the model’s intelligence. It was input friction. Humans speak at 150 words per minute. They type at 40. Claude Code voice mode closes that 3.7x gap. You describe the bug, the architecture decision, the refactor. Claude writes and

    → View original post on X — @godofprompt