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Hello from The AI Night,
Today in AI:
Perplexity Announces Personal Computer, an AI Agent for Mac Mini
Google Launches Gemini Powered “Ask Maps” Feature Inside Google Maps
Claude Eliminates the Re-Explain Problem Across Excel and PowerPoint
Here's the deal: Perplexity announced Personal Computer at its inaugural Ask 2026 developer conference. It is software that runs continuously on a user-supplied Mac mini, merging local files, apps, and sessions with Perplexity's cloud-based Computer agent platform.
The Breakdown:
Extends Perplexity Computer (launched Feb 2026) from cloud-only to persistent local access on a dedicated machine.
Users can choose to power the agent with frontier models including Claude, Gemini, or Grok, and deploy multiple models to work together.
Requires a Perplexity Max subscription at $200/month, which includes 10,000 monthly compute credits.
Every sensitive action requires user approval, all actions are logged, and a kill switch is available.
Mac-only at launch, with an enterprise version adding SSO and compliance controls confirmed.
Access is waitlist-only for the initial cohort.
The bigger picture: This is Perplexity's answer to OpenClaw and a direct bet that orchestration across multiple models, not owning a single frontier model, is the defensible layer. If it works reliably, it makes always-on AI delegation accessible without custom infrastructure.
Here's the deal: Google announced two major Maps updates. "Ask Maps" lets users ask natural-language questions about places and get conversational, personalized answers. Alongside it, "Immersive Navigation" redesigns the entire driving experience with 3D visuals and smarter guidance.
The Breakdown:
Ask Maps uses Gemini models to answer complex queries like finding a phone charger nearby without a long wait, drawing from 300+ million places and 500+ million community contributors.
Responses are personalized based on saved places and search history, with built-in actions like reservations and directions.
Rolling out now in the U.S. and India on Android and iOS.
Immersive Navigation adds vivid 3D views, lane-level detail, smart zooms, and natural voice guidance powered by Gemini's analysis of Street View and aerial imagery.
New features include alternate route tradeoff alerts, real-time disruption warnings from 10M+ daily driver reports, and destination arrival guidance with parking and entrance highlights.
Immersive Navigation launches in the U.S. first, expanding to CarPlay, Android Auto, and cars with Google built-in.
The bigger picture: This positions Google Maps as an AI-native discovery and navigation platform, not just a routing tool. For local businesses, the shift toward conversational search could reshape how visibility and foot traffic are earned.
Here's the deal: Anthropic updated its Claude for Excel and Claude for PowerPoint add-ins so they now share full conversation context across all open files. The update also brings Skills (repeatable one-click workflows) into both add-ins and adds deployment through Amazon Bedrock, Google Cloud's Vertex AI, and Microsoft Foundry.
The Breakdown:
Claude can read cell values, write formulas, merge datasets, edit slides, and carry context across multiple open Excel and PowerPoint files without re-explaining anything.
Skills turn multi-step workflows into single-click actions. A preloaded starter set covers financial modeling (LBO, DCF, 3-statement templates), formula auditing, comp analysis, data cleaning, competitive landscape decks, and deck reviews.
Any Skill created in the Claude desktop or web app works inside the add-ins automatically.
Instructions let teams set persistent preferences (number formatting, slide style rules) that apply without repeated prompting.
Claude also powers Agent Mode natively inside Excel alongside Microsoft 365 Copilot.
Available in beta to all Mac and Windows users on paid plans.
The bigger picture: This closes a meaningful gap for finance and consulting teams who move constantly between spreadsheets and presentations. Shared context plus repeatable Skills reduces the manual overhead of re-prompting across tools and makes standardized workflows portable across teams.
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What else you need to know:
Cursor expanded its Marketplace with 30+ new plugins from Atlassian, Datadog, GitLab, Glean, Hugging Face, monday.com, and PlanetScale, enabling agents to read, write, and act across broader development stacks.
Replit raised $400M at a $9B valuation from investors including a16z, Coatue, and YC, with plans to expand beyond coding into broader AI-powered creative tools.
OpenRouter launched two stealth models; Hunter Alpha, a 1-trillion-parameter model with 1M-token context for agentic tasks, and Healer Alpha, a multimodal model supporting image, video, and audio.
NVIDIA launched Nemotron 3 Super, a 120B-parameter open model with 12B active parameters, delivering 5x higher throughput for multi-agent AI applications versus its predecessor.
Meta and the World Resources Institute released Canopy Height Maps v2, an open source forest mapping model powered by DINOv3 that improved prediction accuracy (R²) from 0.53 to 0.86.
That’s it for today’s edition of The AI Night.
Our goal is to cut through the noise, surface what actually changed, and explain why it matters.
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