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THE MUSTHAVE NEWSROOM

AI news

What’s new. What matters. What do you think?

Wednesday, November 4, 2026

Nov 4

Fireworks Forge Adds Nexus Desktop and New Inference Previews

Fireworks adds Nexus Desktop, inference options, and enterprise controls. The Forge releases include launched services and public or private previews.

VS Code 1.145 Adds Remote-Agent Previews and Local Cron Schedules

VS Code 1.145 expands remote-agent previews and local automations. Several agent features remain previews, and cron schedules do not cover cloud automations.

OpenAI Plans to Acquire Pierre, Bringing Code Storage Closer to Codex

OpenAI plans to acquire Pierre. Trees and Diffs already power parts of Codex, while Code Storage integration depends on a deal that has not closed.

Apple Opens Siri AI App Actions to Developers in a New Preview

Apple’s Siri AI preview lets developers expose app actions through App Intents. Customer shipping and App Store submissions remain on a later schedule.

Cloudflare Adds Personal-Agent Analytics and Access Controls

Cloudflare adds personal-agent traffic views and three access choices. Account-level identity requires its separate early-access protection service.

Tuesday, November 3, 2026

Nov 3

Cloudflare Agents SDK 0.33.0 Changes Pi Session APIs and Recovery

Cloudflare’s Pi 1.5 integration batches persistence and changes session APIs. Existing Pi 1.5 conversations cannot be reopened by Pi 1.4.

OpenAI’s Pando Reworks Git Hosting for Parallel Coding Agents

OpenAI describes Pando, its internal Git-compatible backend. The design handles parallel branch writes and shared reads while making a consistency tradeoff.

FlashProve Studies How to Prove Which Model Produced an Answer

Anthropic’s FlashProve research ties a model output to committed weights. The proof concerns model identity and computation, not whether an answer is true.

AI2’s StateBench Tests Whether Models Follow Facts as They Change

Ai2 released StateBench to evaluate state tracking across long inputs. Its different task levels separate retrieving a fact from following dependent changes.

Perplexity Connects Store Analysis, Ads and Email in Its Commerce Workflow

Perplexity describes using Computer across Shopify, Meta and Klaviyo. Teams specify campaign budgets and which publishing actions need review.

DeepSeek Shares a Coding-Agent Research Prototype for One Repository

DeepSeek’s new repository shares a proactive coding-agent prototype with authorization rules. Its authors explicitly warn that it is not production-ready software.