🛎️ Permanent Memory

Good Morning, AI Enthusiasts!

Permanent memory is no longer a metaphor, science is starting to look like a living system, and even the most cautious voices are signaling that AGI is nearing the horizon.

LEAK

Claude Permanent Memory Leak

👀 What’s happening: Leaked internal instructions show Anthropic adding "permanent memory" to Claude Cowork. Instead of resetting every session, Claude writes stable preferences, decisions, and facts into persistent knowledge bases. Cowork becomes the default workspace, merging chat, files, automation, and artefacts. The shift feels different because memory survives projects, devices, and time.

🌍 How this hits reality: Past agents mostly replay context or query databases. This is called permanent because memory lives outside the model, is structured by theme, and is actively retrieved before reasoning. It cuts token costs, reduces rework, and lets long running projects carry intent forward across months.

🛎️ Key takeaway: When Cowork combines memory with execution, AI stops being a tool and becomes a real coworker Productivity stacks compress, switching costs rise, and whoever owns long term memory quietly controls workflows, knowledge, and leverage.

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REASEARCH

Scientists Are Using AI to Optimize Science Like GEO

👀 What’s happening: A new study co-authored by Tsinghua University and the University of Chicago, published in Nature, analyzed 45 years and 41 million papers and found a paradox. Scientists using AI as assistances publish far more and get cited more. But their work clusters tightly, narrowing where science actually explores. AI boosts speed, not range.

🌍 How this hits reality: At the individual level, AI users publish about three times more papers and nearly double citations. Collectively, knowledge breadth drops 4.6 percent and cross field collaboration falls 22 percent. Research gravitates toward data rich, well defined problems. Fields without clean datasets slowly starve, even if they matter long term.

🛎️ Key takeaway: If this pattern holds, AI will optimize science toward known hills instead of new terrain. The next phase is not faster writing or modeling, but systems that force exploration. Otherwise, productivity rises while discovery quietly plateaus.

AGI

Hassabis Says AGI Is Close

👀 What’s happening: Nobel laureate Demis Hassabis argues AGI is not about fluent language but about systems that understand the world, plan ahead, and act. He says large models lack grounding and long-horizon control. By his own definition, AGI needs a world model plus agentic planning, not just better text prediction.

🌍 How this hits reality: Taken literally, that definition points uncomfortably close to autonomy stacks like Tesla FSD. Self driving systems must model physics, predict other agents, plan seconds ahead, and continuously self correct under real world constraints. They run in open environments where errors have cost. That is something most AI systems never face. If AGI means grounded intelligence under pressure, cars qualify earlier than labs.

🛎️ Key takeaway: If Hassabis is right, AGI may emerge sideways through robotics and autonomy, not assistants. That would make Elon Musk closer than expected.

QUICK HITS

• e& and IBM launched enterprise-grade agentic AI to embed governed, action-oriented intelligence into core compliance and governance systems.
• Moonshot AI is preparing a new private funding round to raise its valuation to about $4.8 billion.
• Razer’s CEO argues that gamers oppose AI slop, not AI itself, and says the company is betting on AI as a tool to help developers and enhance gaming hardware.
• OpenAI says its first AI device is on track for a likely debut in the second half of 2026, though details on its form and commercial launch remain undecided.
• Microsoft is rolling out Copilot’s Real Talk mode and testing generative video features to boost competition with Gemini and ChatGPT.

TRENDING

Daily AI Launches

• Noodle Seed has launched a no-code builder to create branded AI apps on ChatGPT for capturing leads and syncing with HubSpot.
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• Updatest has launched a unified Mac dashboard to bulk-update apps from Homebrew, App Store, and GitHub with local privacy.
• FlowGenie has launched a visual workflow builder using node-based graphs (like Unreal blueprints) for transparent, logic-first automation.

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