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July 7, 2026

A quiet day across AI apps

Full public memo · 3 sections across all available sources.

No major feature drops or updates today from the big AI apps.

Claude

Claude

Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities

Since 2025, the Government of Alberta has been using Claude Code with both Opus and Sonnet models to review its systems, find vulnerabilities, and fix them. A team inside Alberta’s Ministry of Technology and Innovation scanned 466 million… | Assess 466 million lines of government code in 20 hours. The team put Claude to work on the codebases it maintains, using Claude Code with Claude Opus and Sonnet models. Around… Since 2025, the Government of Alberta has been using Claude Code with both Opus and Sonnet models to review its systems, find vulnerabilities, and fix them. A team inside Alberta’s Ministry of Technology and Innovation scanned 466 million… Assess 466 million lines of government code in 20 hours. The team put Claude to work on the codebases it maintains, using Claude Code with Claude Opus and Sonnet models. Around 50 agents worked autonomously and in parallel to scan the syst… Run continuous security review. Alberta’s cybersecurity team also built a set of specialized…

Source · Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities
Source · Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities
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Perplexity

Perplexity

Smart media selection : Intelligently chooses between images, videos, or both based on query type

Smart media selection : Intelligently chooses between images, videos, or both based on query type | Configurable control : Enable/disable and override media types as needed | New max_tokens parameter : Control the maximum tokens extracted per page in search results. This gives you finer control over response size and costs. Learn more → Smart media selection : Intelligently chooses between images, videos, or both based on query type Configurable control : Enable/disable and override media types as needed New max_tokens parameter : Control the maximum tokens extracted per page in search results. This gives you finer control over response size and costs. Learn more → Smart media selection : Intelligently chooses between images, videos, or both based on query type Configurable control : Enable/disable and override media types as needed New max_tokens parameter : Control the maximum tokens extracted per page in search results. This gives you finer control over response size and costs…

Source · Changelog
Source · Changelog

Claude Code

Claude Code

The inside story of how Claude Code went from an internal CLI to Anthropic's coding agent, told by researchers, engineers and early users who built it.

The inside story of how Claude Code went from an internal CLI to Anthropic's coding agent, told by researchers, engineers and early users who built it. The inside story of how Claude Code went from an internal CLI to Anthropic's coding agent, told by… The Making of Claude Code

Source · The Making of Claude Code
Source · The Making of Claude Code