Good morning, it’s Tuesday. UPS is eyeing humanoid robots to tackle heavy lifting, while biotech startups are swapping lab rats for AI simulations. Meanwhile, AI “generative ghosts” are stirring up big questions about what it really means to live — and linger — after death.

Plus, in today’s Forward Future Original, we pick up part two with UBI advocate Scott Santens, exploring funding, critiques, and why AI makes Universal Basic Income essential.

Read on!

🗞️ YOUR DAILY ROLLUP

Top Stories of the Day

🤖 UPS Eyes Humanoid Robots to Reinvent Logistics Operations
UPS is in advanced talks with robotics startup Figure AI to potentially deploy humanoid robots across its logistics network, according to sources close to the negotiations. The discussions, ongoing since last year, signal UPS’s growing interest in automating physically demanding tasks amid labor pressures and rising costs.

🔢 MIT Builds a "Periodic Table" for AI Algorithms
MIT researchers created a "periodic table" organizing AI algorithms by shared mathematical properties using a framework called information contrastive learning (I-Con). Sparked by similarities between clustering and contrastive learning, it reveals that methods like classification and dimensionality reduction share foundations. This table could make designing AI systems more efficient.

💊 Axiom Uses AI to Predict Drug Toxicity
Axiom, a biotech startup led by Brandon White, aims to replace animal testing by using AI to predict drug toxicity. With a $15M seed round, Axiom built a vast dataset of human liver cell responses, boasting 77% sensitivity and 90% specificity. It has secured pilot projects with six major pharma companies. The startup plans to expand its models to predict toxicity in organs like the heart and kidneys.

⚠️ AI Pioneer Warns of 10–20% Chance of AI Takeover
Geoffrey Hinton, known as the "Godfather of AI," warned there’s a 10–20% chance AI could seize control from humans if unchecked. In a CBS interview, Hinton compared AI to a "cute tiger cub" that could turn dangerous. He criticized tech companies for prioritizing profits over safety and called for stronger regulation and more focus on AI safety research.

Enjoying our newsletter? Forward it to a colleague—
it’s one of the best ways to support us.

⚡ ENERGY

Hidden Cost of Politeness: Why Saying “Thank You” to AI Comes with a Price

The Recap: A new article by Sopan Deb for The New York Times explores the real-world financial and environmental costs of adding polite phrases like “please” and “thank you” to chatbot prompts. Each extra word consumes more server energy, costing companies like OpenAI tens of millions of dollars, even as cultural and ethical arguments emerge for maintaining politeness.

Highlights:

• Sam Altman, CEO of OpenAI, confirmed that extra polite words cost "tens of millions of dollars" in energy use — but called it "money well spent."

• The energy demands of AI models remain heavily tied to fossil fuels, complicating environmental considerations.

• Cultural arguments cite shows like Star Trek: The Next Generation and real-world studies indicating that treating AI courteously may reinforce positive human behaviors.

• Researchers like Dr. Jaime Banks (Syracuse University) and Dr. Sherry Turkle (MIT) emphasize that politeness toward AI could strengthen social norms of kindness — even if AI is not sentient.

• Playwright Madeleine George suggests that polite language could subtly "humanize" AI and deepen our emotional entanglement with machines.

• Critics warn that encouraging anthropomorphic habits might increase human dependency on AI systems, making society more susceptible to AI influence.

Forward Future Takeaways:
This story spotlights a growing tension between the material costs of AI operation and the cultural values society projects onto technology. As AI becomes more embedded in daily life, how we choose to interact with it — even in small, seemingly symbolic ways — may shape not just technical development, but human behavior itself. → Read the full article here.

👾 FORWARD FUTURE ORIGINAL

The Urgent Case for Universal Basic Income | Part II

The most common objections to UBI are concerns about cost, inflation, and work incentives. Santens tackles each head-on. Regarding cost, Santens argues that many misunderstand UBI's true financial impact: "A lot of people misunderstand the cost of universal basic income as its gross cost instead of its net cost." → Read the full article here.

👻 AFTERLIFE

AI "Generative Ghosts" Promise Digital Afterlife, but Raise Ethical Alarms

The Recap: A new wave of AI technology is enabling the creation of “generative ghosts”—interactive digital twins of deceased individuals that can evolve, work, and even act independently after death. Research from Google DeepMind and the University of Colorado at Boulder highlights both the transformative potential and the profound ethical dilemmas these AI agents could introduce. As startups and major tech firms move deeper into digital immortality, society faces new questions about grief, identity, and legacy.

Highlights:

• AI companies like DeepBrain AI’s Re;memory and HereAfter are offering services to create conversational digital twins of deceased loved ones.

• Generative ghosts could continue to “work” after death, potentially replacing life insurance as a means of financial support.

• A 2024 Kaspersky survey found 35% of people approve of creating digital identities of the dead, 67% believe it could reopen grief wounds.

• Microsoft was granted a patent in 2021 for a chatbot modeled on a person’s data, but later said it had no plans to develop it.

• Generative ghosts could be integrated into estate planning, influencing decisions about wills, digital assets, and inheritance disputes.

• Risks include potential mental health impacts, cybersecurity threats like ransomware attacks on digital identities, and the spread of false memories.

• Researchers warn that the economic activity of generative ghosts could affect job markets and spur new spiritual or religious movements.

Forward Future Takeaways:
The advent of generative ghosts blurs the lines between life, death, and digital legacy, forcing urgent conversations around ethics, law, and economics. As AI becomes increasingly intertwined with human identity, policymakers, technologists, and society at large must confront profound challenges about autonomy, consent, and the meaning of mortality. → Read the full article here.

🛰️ NEWS

What Else is Happening

🧮 Oracle Unleashes Blackwell GPUs: OCI rolls out NVIDIA GB200 racks to supercharge AI reasoning, scaling toward 100,000+ GPUs.

🎶 Splice Buys Spitfire Audio: Splice acquires Spitfire for $50M, betting big on AI tools to shape the future of music creation and composition.

💸 Nscale Targets $2B: Expanding AI data centers and networking hubs to meet soaring demand for computing power.

🛡️ Palo Alto Networks Buys Protect AI: Palo Alto snaps up Protect AI to fortify its AI cybersecurity tools, folding it into the new Prisma AIRS platform.

👨‍💻 Anthropic Maps AI’s Coding Impact: 79% of coding with Claude Code is full automation, hinting that “vibe coding” could disrupt frontend dev roles first.

📟 PROMPT OF THE WEEK

Peak Performance Scheduling: Design Your Perfect 3-Hour Block

Act as my personal productivity coach. First, ask me these three questions, one at a time:

1) When during the day do you usually feel your highest energy?
2) What tasks in your life feel the most meaningful or satisfying when you finish them?
2) What small distractions or low-value activities usually steal your time?

Once I answer, design a simple 3-hour “Energy-First Work Block” for me. It should:
• Stack my most important or meaningful task during my peak energy window.
• Batch minor or shallow tasks into one short time slot later.
• Suggest 1 simple way to eliminate my biggest distraction.

Make the plan actionable, motivating, and easy to follow — like advice from a wise friend, not a corporate productivity manual.

📽️ VIDEO

"Agents Will Replace ALL Software”

Missed it? Matt breaks down how Microsoft’s CEO says SaaS is dying, agents are rising, and future hiring will focus on the AI workflows you create. Get the full scoop! 👇

🧰 TOOLBOX

Streamlined ML Experiments, Effortless AI Art, and Instant Recipe Creation

⚙️ Weights & Biases: Streamline ML workflows with tools for experiment tracking, hyperparameter tuning, and LLM evaluation in one platform.​

🎨 OpenArt AI: Create, edit, and transform artworks with AI-driven tools like inpainting, style transfer, and prompt-based image generation.

🥣 AI Recipe Generator: Instantly create custom recipes with AI by inputting ingredients, cuisine types, and dietary needs for endless meal ideas.

That’s a Wrap!

🛰️ Want more Forward Future? Follow us on X for quick updates, subscribe to our YouTube for deep dives, or add us to your RSS Feed for seamless reading.

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

The Forward Future Team

🧑‍🚀 🧑‍🚀 🧑‍🚀 🧑‍🚀