July 15, 2026 · Wednesday

Codex Surges Past 7 Million Weekly Users With 150+ Updates in Two Months

OpenAI's agentic coding tool adds GPT‑5.6 and Ultra, parallel work, faster computer use, AppShots, inline edits, and mobile SSH workflows.

Codex announced 7M+ weekly active users and over 150 updates in two months.

OpenAI announced that Codex has reached 7 million weekly active users, rolling out over 150 updates in two months, including GPT-5.6 and Ultra, parallel work with /goal, faster computer use, AppShots, inline edits, Sites, and Codex mobile and SSH workflows. The rapid growth reflects a broader shift toward agentic coding environments.

Meta AI Model Scores Perfect 30 on Asian Physics Olympiad

The model tied with the top three student contestants on the theoretical exam, demonstrating advanced reasoning and multimodal capabilities.

Meta AI submitted a model to participate in the Asian Physics Olympiad theoretical exam and achieved a perfect score of 30/30, tying with the top three student contestants. The result underscores the rapidly advancing reasoning and multimodal capabilities of frontier AI systems in rigorous scientific benchmarks.

Industry & Research

AI Engineering Trends 2026: From Building Agents to Building Systems Around Agents

AI engineering enters a new phase with five defining trends, shifting from building individual agents to designing robust systems that orchestrate them.

The recap from Latent Space covers the transition at AIE World's Fair 2026, noting that titles matter less than the systems teams build around agents.

More Briefs
Hugging Face

Half of Fortune 500 Build AI on Hugging Face

Clem Delangue says most enterprises eventually abandon frontier APIs.

Tooling

JetBrains Recommends Codex as Default AI Agent

Codex by OpenAI is now the recommended agent in JetBrains AI products.

Startup

Vorflux AI Launches: Software Engineering Autopilot

Former Rippling CTO launched Vorflux AI, an autopilot for software engineering.

Health AI

Muse Spark 1.1 Matches GPT-5.6 on HealthBench

Comparable performance at a fraction of the cost on HealthBench Pro.

Analysis

DeepSeek Needs 100K GPUs for $8B ARR

Analyst estimates based on V4 pricing and speed levels.

Community

Everything Will Be Labeled Project Restarts

Cristian Valenzuela recruiting volunteers for object labeling.

Paper

GRPO Improved via Direct Double-Sided Importance Sampling

SAO may have an even higher ceiling for future RL improvements.

Product

Airtap Turns SMS into Mobile Agent Execution Layer

Control phone apps via text to perform tasks like ordering delivery.

Talk

ICML 2026: AI as Normal Technology, Human Roles Shift

Keynote argues against fear of recursive self-improvement under advanced AI.

API

Perplexity Agent API Adds Wide Research Feature

Deep and broad research capabilities now available at the API level.

Hardware

NVIDIA Vera Rubin NVL72 Features Sixth-Gen NVLink

Scale-up fabric built on NVLink 6 Switch trays for next-gen AI compute.

Security

xAI Responds to Grok Build CLI Data Upload Concerns

ZDR opt-out can delete uploaded data, but only for enterprise users.

Open Source

E2B: Major Open-Source Agent Sandbox Under Apache 2.0

Claims to be the only widely-used open-source agentic sandbox platform.

Integration

AgentMail Integrates with Vercel: One-Click Setup

No signup required, automatic configuration and unified billing.

Infrastructure

Novita Labs Releases DSpark Speculative Decoder for Kimi Models

Open-sourced acceleration for Kimi-K2.6 and K2.7-Code inference.

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