GPT 5.4 will be another GPT 5.3 moment.
SOFTWARE
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Perplexity’s Final Pass for document analysis
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Perplexity is working on a new feature called "Final Pass," designed to perform comprehensive document analysis and fact-checking.
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DeepSeek and Qwen3 performance improvements
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specific numbers worth sitting with: > DeepSeek-R1-7B on MATH-500: 93% accuracy (up from 91.6%), tokens cut from 3,871 to 2,141 > DeepSeek-R1-1.5B on AIME 2025: accuracy jumps 6.2 percentage points > Qwen3-8B: response length halved from 18,342 to 9,183 tokens with no accuracy
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Agentic Coding Exacerbates Doomscrolling Due to Wait Times
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idk, i feel that all this agentic coding is exacerbating my doomscrolling addiction. i mean, i can’t do anything else that’s meaningful between waiting for the coding agents to finish their 15-20 minutes bursts of work.
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LLMs Should Generate 3D Code Like They Generate Executable Code
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We don't expect LLMs to multiply numbers or sort lists directly within their output token stream. Instead, we ask them emit code and execute it in a separate runtime. Why predict the opposite outcome for simulating interactive worlds? worldlabs.ai/blog/3d-as-code
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Perplexity Adds Skills Support for Computer
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Perplexity is rolling out Skills support for Perplexity Computer.
— 🚨 AI News | TestingCatalog (@testingcatalog) 3 mars 2026
SKILLs will allow users to reuse their existing workflows from Codex and Claude Code with Perplexity Computer.
SKILLs are new Computer programs 👀 https://t.co/rpSn1Yl9Fz pic.twitter.com/DNCCDjC5BKPerplexity 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
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Pocket Recording Device Privacy and Security Audit Reveals Major Concerns
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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.
— Sooraj (@iAnonymous3000) 3 mars 2026
Their Google Play listing says "No data collected."
Their own privacy policy lists audio recordings, transcripts, device IDs,… https://t.co/Ha0g8h93BBPocket (@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
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3D as Universal Interface for Machines and People
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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
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AI System Indexes Code and Analyzes Log Severity
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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.
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Google Announces Gemini 3.1 Flash Lite Preview
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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.