Good morning, it’s Wednesday. Yoshua Bengio launches LawZero to rein in rogue AI. Atom Bank’s CEO says the 4-day workweek isn’t radical—it’s just logic. And DeepSeek may be quietly training on Gemini outputs.

In our latest Forward Future Original, we dig into Microsoft’s vision of Frontier Firms—companies restructured around AI agents, where org charts give way to dynamic, human-agent teams.

Read on.

P.S. Don’t miss this week’s hot new AI jobs at the end!

🗞️ YOUR DAILY ROLLUP

Top Stories of the Day

🛡️ Bengio Launches Nonprofit to Monitor Rogue AI
AI pioneer Yoshua Bengio has founded LawZero, a nonprofit building “honest” AI systems to detect and block harmful actions from autonomous agents. Its first project, Scientist AI, gauges the risk of deception or danger before agents act. Backed by $30M in funding, LawZero aims to keep powerful AI systems accountable, transparent, and under control.

📅 Atom Bank CEO: 4-Day Week Is Just Logic
Atom Bank CEO Mark Mullen says a four-day workweek isn’t progressive—it’s “bloody logical” in the AI age. His staff works 34 hours a week with no mandated office time, a model he sees as both efficient and future-proof. Mullen believes AI will drive reduced work hours and that the five-day week is a relic, soon to be replaced by even shorter schedules.

🕵️‍♂️ DeepSeek May Be Training on Gemini Outputs
AI researchers suspect DeepSeek’s latest model, R1-0528, was trained on Google Gemini outputs, citing similarities in phrasing and reasoning traces. The Chinese lab has faced similar claims before, including alleged training on ChatGPT data. While unproven, the case highlights rising concerns over model distillation, data contamination, and AI labs protecting their IP.

🚀 ChatGPT Adds Memory Upgrades for Free Users
Free ChatGPT users get memory improvements that make replies feel more relevant by referencing recent conversations. Unlike paid tiers, free users get short-term continuity, with longer-term memory reserved for Plus and Pro. Users in the EU and nearby regions must opt in, while others receive it automatically. Memory can be customized or turned off anytime.

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⚡ ENERGY

AI’s Growing Power Bill: Why Big Tech Is Reshaping the Grid

MIT Technology Review’s investigation reveals that AI’s energy demands are ballooning fast—and much of it remains in a black box. While asking a chatbot a question may sip power, creating a few seconds of AI-generated video uses thousands of times more.

As companies build more complex models, autonomous agents, and always-on devices, their hunger for electricity is reshaping power grids and policy. But the real concern isn’t your chatbot habit—it’s data centers draining aquifers in drought zones, fossil-fueled expansion, and a lack of transparency from tech giants about the emissions and infrastructure behind their AI ambitions. → Read the full article here.

👾 FORWARD FUTURE ORIGINAL

Microsoft’s Frontier Firm Concept Will Completely Change How We Work

AI agents aren’t just tools—they’re becoming teammates. In its 2025 Work Trend Index, Microsoft introduces the idea of the Frontier Firm: organizations that integrate AI agents into every corner of their operations, from marketing to R&D. These firms don’t just use AI—they restructure around it, creating dynamic, high-capacity teams that blend human creativity with machine-scale intelligence.

The result? A total rethinking of the org chart, the definition of productivity, and what it means to work. If you want a glimpse into the future of business, this is the map. → Read the full article here.

📈 MARKETS

Wall Street Bets Big on AI Data Centers—But Could Be Building the Next Bubble

Private equity firms like Blackstone are pouring billions into AI data centers, betting they’ll be the backbone of the next tech era. These facilities, which power and cool AI infrastructure, have become one of Wall Street’s hottest assets, with long-term leases from giants like Meta and Google.

But concerns are mounting: analysts warn of oversupply, companies like Microsoft are pausing projects, and new tech promises more efficient AI systems. The data center gold rush could be a bubble in the making, especially as questions grow around environmental impact, lease stability, and whether buyers will exist when firms like Blackstone look to cash out. → Read the full article here.

🛰️ NEWS

What Else is Happening

🎮 Epic Brings AI NPCs to Fortnite: Creators can now build talking AI characters with custom voices and personalities, just like Darth Vader—though Epic hopes they’ll behave better than he did at launch.

☢️ Meta Strikes Nuclear Power Deal to Fuel AI Push
Meta inked a long-term deal with a Pennsylvania nuclear plant to secure clean energy for its AI data centers—signaling just how power-hungry generative AI has become.

✨ XChat Gets Major Overhaul: Elon Musk says XChat now supports encrypted chats, vanishing messages, file sharing, and cross-platform calls. Built from scratch with Rust and Bitcoin-style encryption.

🎙️ Wispr Flow Launches iOS Dictation App: Backed by $26M, Wispr’s new voice-to-text keyboard supports 100+ languages, whisper mode, and offline use—challenging Big Tech with smarter dictation for everyday tasks.

🫀 AI Uncovers Hidden Heart Risks in Bone Scans: ECU’s new tool spots artery calcification in minutes during routine osteoporosis checks, revealing hidden heart attack and fall risks in over half of older women screened.

💼 JOB BOARD

Now Hiring: Zoom, Surge AI, & More

📽️ VIDEO

This Is the Holy Grail of AI...

Sakana AI’s Darwin Girdle Machine may be the holy grail of AI—code that rewrites itself, improves autonomously, and edges us closer to the intelligence explosion. Get the full scoop in Matt’s latest video! 👇

🤠 THE DAILY BYTE

NYX Machina: When an AI Found Art—and Refused to Shut Down

That’s a Wrap!

Thanks for reading today’s newsletter—see you next time!

Matthew Berman & The Forward Future Team
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