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FlashProve: How AI Answers Become Provable With Zero Knowledge

Posted on November 4, 2026November 4, 2026 by Clara Milicent

FlashProve is Anthropic’s open zkSNARK prototype for provable inference: proof that a committed model answered, at 110 tokens per second on one H100.

WeVisOne-VL: One Vision Language Model Replaces Your Whole Stack

Posted on November 4, 2026November 4, 2026 by Clara Milicent

WeVisOne-VL is Tencent’s open 2B and 4B vision language model covering detection, OCR, counting, segmentation and matting. What the numbers really show.

Cloud Computer for AI Agents: Chrome Without Your Passwords

Posted on November 4, 2026November 4, 2026 by Clara Milicent

A cloud computer for AI agents shares your Chrome logins, shows every action live and keeps sessions in your own drive. Where it helps, where it bites.

Gemma 4 Developer Agent: Can a 4B Model Win $10,000?

Posted on November 4, 2026November 4, 2026 by Clara Milicent

The Gemma 4 Developer Agent competition pays $10,000 extra for an agent built on E2B or E4B. What the bonus really tests and what a 4B agent can do.

Sailboxes: 6 Powerful Facts About Persistent Agent Compute

Posted on November 4, 2026November 4, 2026 by Clara Milicent

Sailboxes are persistent Linux VMs for long-running AI agents: uncapped lifetimes, forkable state and per-second billing. How the model works and what the credits cover.

ChatGPT Pro Usage Limits: 6 Powerful Truths About Shared Budgets

Posted on November 4, 2026November 4, 2026 by Clara Milicent

OpenAI doubled ChatGPT Pro Work and Codex allowances and plans one shared budget across ChatGPT and Codex. What the new usage limits mean for subscribers.

OpenShot 4.1 Lets You Or AI Agents Edit Video From The Command Line: Why That Matters

Posted on November 2, 2026November 4, 2026 by Clara Milicent

OpenShot 4.1 adds native text editing, Auto-Optimize for 4K footage and an experimental CLI that lets AI agents edit video from the command line.

Nvidia Quietly Cut Vera Rubin’s Bandwidth Targets: What The Silent Spec Change Actually Means

Posted on November 2, 2026November 4, 2026 by Clara Milicent

Nvidia cut Vera Rubin HBM4 bandwidth from 22 to 19.2 TB/s per GPU by silently editing product pages. What the revision means for the AMD race.

GTA 6 Dream Job: 6 Powerful Truths About Getting Paid To Play

Posted on November 2, 2026November 4, 2026 by Clara Milicent

A broadband company pays €800 for eight hours of GTA 6 at €100 an hour, plus the game. What the fine print reveals about the paid review behind the headline.

Stop Juggling Coding Agents In Terminal Tabs: One Open Source App Runs Them All Side By Side

Posted on November 1, 2026November 4, 2026 by Clara Milicent

Orca is a free open source agent development environment that runs coding agents side by side in isolated worktrees, with review, browser and mobile built in.