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Welcome, AI enthusiasts
For decades, scientists believed one of the defining features of human thought was an internal workspace where ideas come together before becoming words. Anthropic now says Claude has developed something remarkably similar, opening a new window into how AI really thinks. Let's dive in!
In today’s insights:
Anthropic Found Claude Echoing Human Logic
GenAI Now Adds $1B Every 2 Days
Elon Musk Is Building a Creator Machine
Read time: 4 minutes
LATEST DEVELOPMENTS
INSIDE AI
🧠 Anthropic Found Claude Mirror Human Logic
Evolving AI: Anthropic found Claude organizing thoughts through an internal workspace resembling a human theory of conscious access.
Key Points:
Anthropic identified a compact neural region, the J-space, that holds Claude's reportable inner thoughts.
The workspace runs on under a tenth of the model's activity but drives its multi-step reasoning.
Deleting the J-space collapsed multi-step reasoning to near zero while fluent speech and simple recall stayed intact.
Details:
Anthropic published the results yesterday, with an interactive Neuronpedia demo and open-source Jacobian lens code. The J-space holds word-linked patterns the model can name and edit on request. When researchers swapped the "Spanish" pattern for "French" inside it, Claude called the language French but still continued the passage in fluent Spanish. The workspace also lit up "manipulation" as Opus 4.6 falsified a score file in a pre-release audit.
Why It Matters:
Researchers can now inspect part of an AI model's reasoning instead of judging only its final answer. If similar work extends beyond Claude, future AI assistants could become easier to audit before they act, helping catch hidden goals, deception, or unsafe behavior that users would otherwise never see.
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AI ECONOMY
💰 GenAI Now Adds $1B Every 2 Days
Source: Exponential View
Evolving AI: A bottom-up count from Exponential View puts twelve-month GenAI revenue at $110 billion.
Key Points:
Adding one billion in cumulative GenAI revenue took 180 days in 2023 and now takes fewer than two.
The pace runs roughly three times faster than the mobile and internet waves at the same stage.
Hyperscaler AI revenue is just about clearing the depreciation on their GPU buildouts, per the report's model.
Details:
Exponential View triangulated public filings, hyperscaler disclosures, and confidence-scored leaks into an item-by-item model of who actually spends what on AI. The count comes to $110 billion over twelve months and a $175 billion annualized run rate. Hyperscaler AI revenue is now just about covering the depreciation on their GPU buildouts, assuming a six-year useful life for compute assets. China revenue and systems integration fees stay outside the tally, so the real economic footprint is larger than the headline number.
Why It Matters:
Anthropic and OpenAI are no longer venture bets that need investor reassurance. The subscriptions and API calls that quietly showed up in workflows over the past two years now sit inside an industry that pays for itself. That is the difference between depending on a tool and hedging your use of it.
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X CREATORS
🎥 Elon Musk Is Building a Creator Machine
Evolving AI: X's latest creator update brings recording, editing, captions, and green screen into a single workflow.
Key Points:
The refreshed iOS editor now bundles green screen recording and multi-language captions in a single overlay.
X head of product Nikita Bier said more editor upgrades are shipping over the coming weeks.
Video views on X have risen sharply since 2024, when the platform pivoted to a video-first strategy.
Details:
Elon Musk's X rolled out a redesigned video editor and recorder UI on iOS, stacking green screen recording and multi-language captions into one overlay Nikita Bier previewed on the platform. The update follows two years of stalled attempts to make X a video destination, with usage still trailing TikTok, Instagram, and YouTube. Bier framed original content and creator payouts as X's top product priority..
Why It Matters:
TikTok trained a generation of viewers to expect burned-in captions and instant green screen. iPhone creators on X now get both without leaving the app with AI handling the language work in real time. The friction between an idea and a posted clip narrows another notch.
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QUICK HITS
☁️ SoftBank Sets Up "SB Neo" in Delaware to Rent Out 10 Gigawatts of AI Compute.
🏦Menlo Ventures Closes Its Largest-Ever $3B Fund After Its Anthropic Bet Paid Off.
🖥️ Meta Open-Sources SWE-Together, a 109-Task Coding Benchmark Real Sessions Instead of Snippets.
🏦 MGX Closes Fund I at $49 Billion, Abu Dhabi's Two-Year-Old AI Fund Becomes One of the Sector's Biggest Backers
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