This Week in AI

2026-06-28 · Source: There's An AI For That · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Emerging Technologies & Innovation · Depth: Novice, extended

Summary

The "This Week in AI" brief highlights key developments, including a joint Five Eyes warning that AI capable of disrupting governments and businesses is months away. Google's Gemini 3.5 Flash now features "computer use," enabling agents to see, reason, and act across platforms, with adversarial training against prompt injection. Google also released free Gemini study notebooks and a Google Finance mobile app. OpenAI's GPT-5 Pro reportedly solved a 3-year immunology mystery, and Anthropic launched 13 free courses. ChatFeatured, an AI search optimization service, claims a 190% increase in AI visibility and 10x revenue for one brand. Other innovations include Wispr Flow for voice-to-text and a Gemini-powered Fitbit band, co-developed with Stephen Curry, offering personalized fitness coaching. An interview with Conor Grennan from NYU Stern emphasized AI as a "process machine" and the importance of a behavioral mindset shift for effective adoption.

Key takeaway

For AI/ML Directors or entrepreneurs seeking to integrate AI effectively, recognize that AI functions best as a process-enhancer and companion, not merely a search tool. Focus on reinventing workflows with AI to drive innovation and efficiency across your organization, rather than just offloading tasks. Start by documenting your AI interactions to build a personalized "memory" for more tailored assistance, and encourage your teams to adopt this behavioral shift.

Key insights

AI is rapidly evolving from a search tool to an interactive companion, demanding a behavioral mindset shift for effective integration.

Principles

• AI is a "process machine," not an "answer machine."
• Treat AI as a companion, not a search engine.
• Reinventing processes with AI yields greater impact than just doing more work.

Method

To utilize AI, break down existing processes into steps and use AI to assist with each step. Start with a first draft, then use AI to refine and improve readability, or to brainstorm and poke holes in arguments.

In practice

• Ask AI to create a "memory document" about your preferences.
• Use AI to refine written drafts for readability.
• Brainstorm with AI to identify missing perspectives.

Topics

• AI Cyber Threats
• Gemini 3.5 Flash
• AI Search Optimization
• AI Mindset
• Process Innovation
• AI Fitness Coaching
• Open-Source AI Tools

Code references

• pinokiocomputer/pinokio
• ruvnet/RuView
• tinyhumansai/OpenHuman

Best for: CTO, VP of Engineering/Data, Executive, General Interest, Director of AI/ML, Entrepreneur

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Editorial summary, takeaway, and curation by AIssential. Original article published by There's An AI For That.