Good morning, it’s Tuesday. We’ve got businesses projecting their feelings onto AI, Amazon teaching Alexa how to run the internet, and Apple trying to turn your iPhone into a life coach. It’s weird, it’s ambitious, it’s April.
Plus, in today’s Forward Future Original, we explore how soft and biohybrid robots—built with living tissue—are redefining what it means to be a machine.
Read on!
📊 MARKET PULSE
End of Month Funding Roundup
Anthropic Leads AI Funding Surge with $3.5B Series E as Agentic Startups Attract Investor Attention
Over $4.8B in fresh capital poured into AI startups last month, led by Anthropic’s massive $3.5B Series E—underscoring the continued investor appetite for foundational AI models and the emerging wave of “agentic AI” startups building on top of them. → Read on for a full breakdown of March’s biggest AI startup deals.
🙎♂️ PSYCHOLOGY
Why Businesses Judge AI Like People — And What Follows

The Recap: Joy Liu explores how enterprise buyers subconsciously evaluate AI products through a human lens, often driven more by emotional perception than technical specs. Drawing on firsthand experiences and psychological theory, Liu argues that businesses form implicit “emotional contracts” with AI — treating avatars like people rather than tools. The piece urges leaders to rethink how they test and adopt AI by acknowledging these unconscious biases.
Highlights:
Businesses increasingly judge AI agents by human standards, often overlooking technical criteria in favor of perceived personality or emotional resonance.
Liu describes a fashion brand rejecting a well-performing AI avatar because it lacked a favorite handbag — a desire tied to social presence theory.
Other emotional reactions include discomfort from near-human features (uncanny valley) and preference for attractive AIs despite functionality gaps (aesthetic-usability effect).
One client delayed launch obsessively, driven by a need for the “perfect AI baby,” reflecting a projection of idealized self onto AI creations.
These behaviors show that AI procurement involves emotional as well as utility-based decision-making, even if buyers are unaware.
Liu recommends customized testing processes to identify what matters most for each business — including deprioritizing emotionally charged but low-impact features.
She also suggests involving psychology-trained staff and redefining vendor relationships to co-navigate these new emotional dynamics.
Forward Future Takeaways:
As AI systems become more lifelike, the boundary between user and tool blurs — reshaping how businesses evaluate, adopt, and relate to technology. Recognizing the “emotional contract” behind AI adoption isn’t just a philosophical point; it’s a practical shift that will influence product design, stakeholder alignment, and vendor selection. The big question: How can leaders balance human emotional instincts with rational procurement processes in an AI-first enterprise world? → Read the full article here.
👾 FORWARD FUTURE ORIGINAL
Biohybrid & Soft Robotics

Dr. Asha Patel squints through her safety goggles as she watches a cluster of translucent, heart-shaped cells twitch beneath the microscope. Beside her, roboticist Leo Nguyen adjusts the control panel. A gentle electric pulse fires. On the tiny dish, a living patch of muscle contracts, pulling a thin robotic arm—made of soft silicone—into motion. “There it goes,” Nguyen murmurs, as the biohybrid appendage curls like a newborn’s hand. In a lab filled with the quiet hum of machines and the faint scent of culture media, biology and robotics are converging in real time. Here, in a modest university basement, they are crafting machines that pulse with life, challenging everything we know about what it means to be a robot.
A Global Uprising of Biohybrid Robotics
On a lab bench in New England, a blob of frog cells shaped like a tiny red Pac-Man scoops up loose cells, assembling a new green sphere — a self-replicating “xenobot” offspring. Half a world away, marine biologists outfit moon jellyfish with microelectronic implants, creating cyborg jellies that swim three times faster than normal. These scenes are not science fiction; they are real examples of an emerging class of robots that blur the line between technology and biology. Biohybrid and soft robotics… → Continue reading here.
🧘♀️ WELLNESS
Apple’s Secret AI Health Coach: What We Know About Project Mulberry

The Recap: Apple is reportedly developing an AI health advisor as part of “Project Mulberry,” an initiative to offer personalized wellness coaching through its Health app. The system would use health data collected from users’ devices to generate tailored recommendations on fitness, diet, sleep, and more. Bloomberg reports that Apple is training this AI with internal and external medical expertise, with a potential launch aligned with iOS 19.4 later this year.
Highlights:
“Project Mulberry” builds on a prior initiative, “Project Quartz,” focused on AI-driven health coaching.
The AI agent will provide users with personalized health insights based on data from Apple devices.
Apple is working with both in-house and external medical professionals to train the AI and produce video explainers.
The revamped Health app will emphasize food tracking — a domain where Apple has previously avoided competition.
This move positions Apple to challenge established platforms like MyFitnessPal and Noom.
The effort follows previous setbacks, including the removal of a blood oxygen feature after a legal battle with Masimo.
Separately, a PYMNTS Intelligence report found that 90% of healthcare executives expect positive returns on GenAI investments, with many planning to increase spending.
Forward Future Takeaways:
Apple’s pivot to AI-powered health advice underscores the tech industry’s deepening integration into personal wellness — a domain traditionally dominated by healthcare providers. By merging real-time data collection with medically informed AI, Apple could shift consumer expectations around digital health. As tech companies train AI on clinical knowledge, a pressing question emerges: how will regulators and medical authorities ensure these tools are safe, accurate, and equitable? → Read the full article here.
🛰️ NEWS
What Else is Happening

✨ Oura AI Coach Goes Live: Oura Ring adds an AI advisor for health tips, mood-aware chats, and trend tracking—no longer in beta.
🎬 AI & Film Ethics Revisited: Two years later, Dr. Mike Seymour returns to discuss what AI’s really doing in filmmaking—and what’s just hype.
🍏 Apple AI Lands on Vision Pro: New update adds AI writing tools, image generation, and smart photo search—plus a Vision Pro iPhone app.
🧹 Samsung Unveils AI Jet Ultra: World’s most powerful cordless vacuum boasts 400W suction, smart cleaning modes, and HEPA filtration.
💪 AI Gym Debuts in L.A.: Fred Fitness uses full-body scans and gamified machines to tailor workouts — no planning required.
🖥 NVIDIA’s $3K AI PCs Debut: Aimed at devs and data scientists, DGX Spark and Station pack massive power—but won’t shake up mainstream PCs just yet.
📽️ VIDEO
GPT-4o Major Updates, Gemini 2.5 Pro, New DeepSeek, and More!
Matt covers the latest in AI: GPT-4.0 receives major upgrades, leading in image generation and non-reasoning coding. Gemini 2.5 Pro shines with speed and a massive context window, while DeepSeek V3 and QVQ Max debut as powerful open-source contenders. Get the full scoop! 👇
🧰 TOOLBOX
AI Agents for Business, Writing Made Easy, and Vision Support for All

👥 Enso.bot: Offers SMBs over 300 AI agents for tasks like marketing and operations via a $49/month subscription.
✒️ Rytr: AI writing assistant for generating SEO content, emails, ads, and more using 40+ templates, custom tones, and plagiarism checks.
👩🦯 Be My Eyes: Connects blind and low-vision users with volunteers or AI for free, real-time visual assistance through live video on mobile or smart devices.
🗒️ FEEDBACK
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🤠 THE DAILY BYTE
Up in Smoke? Not on AI's Watch: German Drone Sniffs Out Wildfires from the Sky
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The Forward Future Team
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