Do More Newsletter

This issue contains featured article "Search, But Smarter" and exciting new product information about Google Remy AI Assistant, OpenAI Codex Expansion into Enterprise Automation, IBM Project Bob - AI Software Development Partner, Adobe Acrobat PDF Spaces - AI Document Workspaces, PhonePe AI Integration Agent - Instant Business Onboarding and Meta AI Agent Push - Agentic Consumer Assistant Strategy.

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Stay ahead with the most recent breakthroughs—here’s what’s new and making waves in AI-powered productivity:

Google is developing a new AI agent called Remy, designed to behave less like a chatbot and more like a proactive digital assistant that can complete tasks across work, school, and personal workflows.

Unlike traditional assistants that wait for prompts, Remy is being developed to anticipate needs, coordinate actions across Google services, and operate continuously in the background. It builds on Google’s broader push into agent-based systems tied into its Gemini ecosystem, where AI tools increasingly act as “doers” rather than responders. Remy is part of Google’s strategy to unify productivity, search, and automation into a single intelligent layer across devices.

OpenAI continues expanding Codex, its AI software engineering agent, into a broader productivity platform used by developers and enterprise teams.

Codex now runs tasks in isolated cloud environments where it can read codebases, write features, fix bugs, and run tests autonomously. Recent updates have pushed it beyond coding into broader “task execution,” positioning it as a general-purpose AI worker for technical teams. Adoption has grown rapidly among enterprises using it to accelerate development cycles and reduce manual engineering overhead.

Project Bob is an AI-driven software development partner designed for enterprise engineering teams.

Bob integrates directly into development environments like VS Code and CLI workflows, helping teams generate code, modernize legacy systems, run security scans, and manage deployment pipelines. Its key value is orchestration—it coordinates across multiple models and systems to handle full software lifecycle tasks rather than isolated coding assistance. This positions it as a productivity layer for large-scale engineering organizations managing complex codebases.

PDF Spaces transforms static documents into interactive AI-powered work hubs inside Acrobat.

Instead of treating PDFs as fixed files, PDF Spaces lets users interact with documents through summaries, conversational queries, and AI-generated outputs like presentations, audio explanations, and even social-ready content. For small businesses and creators, this turns documents into reusable content engines—especially useful for proposals, reports, and client-facing materials where repurposing content saves time.

PhonePe has launched an AI Integration Agent that dramatically simplifies merchant onboarding for payment systems.

Previously requiring complex technical setup and debugging, the new system allows businesses to configure payment acceptance in minutes through a conversational AI interface. The agent handles integration complexity behind the scenes, making it particularly valuable for small businesses that lack dedicated engineering teams but still need fast digital payment setup.

Meta is developing next-generation AI assistants that can take real actions across apps and services, moving toward what it describes as “agentic AI.”

These systems are designed to go beyond chat-based interactions by executing tasks such as shopping assistance, content creation, and personalized recommendations inside apps like Instagram. The direction signals a broader industry shift toward consumer AI that actively performs workflows rather than simply generating responses.

Adobe Acrobat is evolving beyond its long-standing role as a document viewer with the introduction of PDF Spaces, a feature designed to turn static files into interactive, AI-powered work environments. Within the broader Adobe ecosystem, this reflects a shift toward treating documents not as end points, but as active sources of work that can be explored and reused.

At a basic level, PDF Spaces reimagines how users engage with PDFs by layering an AI assistant directly on top of document content. Instead of scrolling through pages or searching manually, users can interact with the file conversationally—asking questions, requesting summaries, or pulling out key details in real time. This changes the document from something you read linearly into something you can interrogate dynamically.

A key benefit of this approach is the reduction of time spent extracting information. For example, long reports, contracts, or research documents can be distilled into concise explanations or highlighted insights without manual review. The AI is designed to understand structure and context, allowing it to respond with more relevant answers than simple keyword search tools.

PDF Spaces also supports working across multiple documents within a single environment. This means users can bring together related files—such as a proposal, supporting research, and financial documentation—and interact with them as a unified knowledge base. Instead of switching between files, the AI helps synthesize information across sources, making it easier to compare details or build summaries.

For small businesses and creators, one of the most practical advantages is content reuse. A single client proposal or internal report can be repurposed into summaries, presentations, or briefing materials with far less manual rewriting. This is particularly useful for teams that frequently produce client-facing documents but do not have dedicated content or analytics staff.

Another important dimension is workflow integration. Because PDF Spaces is embedded in Acrobat, it fits into existing document-heavy processes such as approvals, contracts, onboarding materials, and reporting. Rather than introducing a separate tool, it enhances a format that businesses already rely on daily, which lowers friction for adoption.

Ultimately, PDF Spaces reflects a broader trend in AI productivity tools: moving from passive assistance to active augmentation. Documents are no longer static records but living workspaces where information can be queried, reorganized, and repurposed on demand. For users already working inside Adobe Acrobat, this creates a significant shift in how knowledge is accessed and reused across everyday tasks.

Search, But Smarter

I was Googling “how long to roast a chicken at 425.” The page loaded. There was a little blue-tinted box at the top — Google’s AI summary — that said something like “About 1 hour to 1 hour 20 minutes for a 4–5-pound chicken, until the internal temperature reaches 165°F at the thickest part of the thigh.” I read it. I closed the tab. I went and roasted the chicken.

I never clicked a blue link.

That used to be unthinkable. The whole point of Googling was to scan ten results, pick the recipe blog that looked least crazy, scroll past the four paragraphs about Aunt Linda’s farmhouse, and find the actual time and temperature. Now there’s just an answer, sitting at the top, and most of the time it’s right.

That’s a small thing. But scaled across the millions of times you and I Google something in a year, it’s a real shift. Searching the web is quietly turning into asking the web. And once you notice it, the next question is the obvious one — should I be doing this on purpose?

Yes. And there’s more than one way to do it.

Four Tools, One Habit

Here’s the part that surprises people: the AI tools you’ve heard of — ChatGPT, Claude, Perplexity — and the Google search you already use have all quietly become search engines that talk back. Each one is a little different. Each one is better at certain kinds of questions. And once you know which to reach for, you stop wasting time on tools that aren’t built for what you’re actually trying to do.

Let me walk you through the four I use most.

Google Search — For Quick Facts and Most of Daily Life

Google now has two AI flavors of search, and they work together. AI Overviews are the summaries that pop up above the regular search results when Google thinks they’ll help — that’s what showed up in my chicken-roasting moment. AI Mode is a separate, more conversational tab for digging deeper. As of a few weeks ago, AI Mode alone is processing more than a billion queries a month, with 75 million daily users — a mind-boggling number that mostly means you’ve already been using one of them whether or not you noticed.

What it’s good at. Quick factual questions where there’s a clear, well-established answer. Cooking times. Conversion units. “When does daylight saving time end this year?” “What time does the post office close on Saturday?” “How tall is Mount Whitney?” It’s fast, the answer’s right above the regular results so you can sanity-check it, and you don’t have to leave the search box you’ve used your whole adult life.

Where it falls down. Long, exploratory back-and-forths. You can now ask follow-ups — Google added a “continue in AI Mode” option that opens a real conversation right from an AI Overview, available on supported mobile devices for free personal accounts — but the answers stay shorter and more search-result-flavored than ChatGPT or Claude. It’s great for “answer plus one or two follow-ups,” less great for “let’s think this through together.”

Use it for: the 80% of searches where you just want to know a thing — plus the easy follow-up if you have one.

ChatGPT — For Questions That Need a Conversation

ChatGPT now has web search built in. You don’t even have to flip a switch most of the time — if your question needs current information, it goes and finds it.

What it’s good at. Questions where you want to talk it through. “I’m looking for a small SUV that gets at least 30 mpg, has decent cargo space, and isn’t going to bankrupt me on insurance — what should I be looking at?” That’s not a Google query. That’s a conversation. ChatGPT will pull current model info, give you three or four candidates, and — this is the important part — let you keep going. “What about the Mazda? My brother-in-law had electrical problems with his.” It’ll dig into that. It’ll come back with reliability data. You’re not searching anymore; you’re talking with someone who’s reading the internet for you.

Where it falls down. Speed and freshness. ChatGPT is slower than Google AI Mode for one-off facts, and for breaking news (anything in the last day or two), it’s sometimes a step behind.

Use it for: any search that has a follow-up. Shopping decisions. Trip planning. “Help me figure out which X is right for me.”

Claude — For When the Answer Has Nuance

Claude also has web search. The difference, in my experience, is in the kind of answer it gives back.

What it’s good at. Questions where the honest answer is “it depends” — and you want someone to actually walk you through what it depends on. Health questions. Money questions. Anything where a confident, simplified answer would actually steer you wrong. “Should I refinance my mortgage right now?” — Claude won’t just say yes or no. It’ll lay out the variables, ask what your rate is, ask how long you plan to stay in the house, and walk you through the math.

Where it falls down. It’s a little slower to commit to a clean answer than ChatGPT, which can be frustrating if you just want a recommendation. And it’s not as snappy as Google AI Mode for quick facts.

Use it for: decisions where you don’t want to be told what to think — you want help thinking it through.

Perplexity — For Latest News and Citation Trails

Perplexity was built specifically as an AI search tool — that’s its whole thing. Every answer comes with numbered citations, and you can click through to the source for any sentence.

What it’s good at. Anything where freshness matters. “What’s the latest on the FDA decision about [drug]?” “What did the Fed actually announce yesterday?” “What are people saying about this restaurant that just opened?” Perplexity will pull from the most recent web results and cite them so you can see exactly where each piece came from.

Where it falls down. It’s less conversational than ChatGPT or Claude — more “here’s the answer with sources” than “let’s think about this together.” It’s also a little less polished at handling vague, exploratory questions.

Use it for: anything in the last week. Anything where you’d want to forward a source to someone. Anything where the question is “what’s actually going on with X right now.”

The Simple Rule

If you remember nothing else from this piece, remember this:

  • Quick fact? Google Search. (You’re already there.)

  • Decision with follow-ups? ChatGPT.

  • “It depends” question? Claude.

  • Latest news with sources? Perplexity.

That’s the whole thing. You don’t need to memorize four interfaces or learn four prompting styles. You just need to notice, the next time you’re about to type something into Google, what kind of question this actually is — and reach for the right tool.

One Caveat — All of Them Make Things Up Sometimes

I’d be doing you a disservice if I didn’t say this clearly: all four of these tools occasionally make things up. They sound confident even when they’re wrong. The big AI tools have gotten dramatically better about this in the last year, and citations help — but for anything that actually matters (your health, your money, a flight time, a court date), don’t take the AI’s word for it without checking the source.

The right way to think about this isn’t “AI replaced search.” It’s “AI replaced the first ten minutes of search” — the part where you’re scanning, scrolling, and trying to figure out which source to trust. The verifying still has to happen. It’s just faster to get to.

What’s Actually Happening

A year ago, “search the web with AI” was a novelty — you opened ChatGPT and asked it something, and it felt like a parlor trick. Now it’s the default. Google’s AI summary appears whether you asked for it or not. ChatGPT, Claude, and Perplexity all do their own searches behind the scenes. The line between “search engine” and “chatbot” has more or less dissolved.

Which means the question isn’t whether you’re using AI to search the web. You already are. The question is whether you’re using the right one for what you’re actually trying to find.

Pick the tool, ask the question, check the source. That’s the whole new toolkit.

Now if you’ll excuse me, I have a chicken to take out of the oven.

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Stay productive, stay curious—see you next week with more AI breakthroughs!