Startups & Ventures

🤖 Unitree unveils H2, a humanoid robot that moves like a human Chinese robotics company Unitree has introduced H2, its latest humanoid robot designed to mimic natural human motion with remarkable fluidity and balance. 🔸The robot stands 180 cm tall and weighs 70 kg, roughly the size of an adult human. 🔸 H2 showcases smooth, lifelike movements, it can balance, dance, and transition between motions with unprecedented control. 🔸 Unitree also gave it a human-like face, aiming to make interactions friendlier, though reactions online suggest the “uncanny valley” effect remains strong.

Pricing and release details haven’t been revealed yet, but H2 positions Unitree closer to rivals like Tesla Optimus and Figure 01 in the global humanoid race.

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🎬 Gling AI launches a personal AI video editor Gling AI offers creators an automated video editing assistant that streamlines the post-production process. 🔸 Edits videos based on transcription, automatically cutting out mistakes, filler words, and silence. 🔸 Handles multi-camera setups, synchronizing audio and generating smooth splices and transitions. 🔸 Produces subtitles and exports to multiple formats, including MP4, Premiere, DaVinci, and Final Cut. 🔸 Designed to save creators time while maintaining professional-quality editing.

Gling AI makes video editing almost hands-free, turning raw footage into polished content in minutes.

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🎮 General Intuition trains AI through gaming motion, not text General Intuition is building a new path to AGI by teaching AI to understand the world through movement and interaction, using real video game clips rather than text or simulations. 🔸 They leverage 2 billion gaming clips per year (from platforms like Medal and user-generated content) to train AI agents in spatiotemporal logic, learning how objects move, interact, and respond. 🔸 Agents only see what the player sees and act through a controller, making them capable of adapting to new environments, from games to real-world drones. 🔸 Unlike generative models, the focus is action-oriented, creating smarter NPCs, adaptive bots, and AI that understands spatial dynamics. 🔸 The startup raised $133.7M in seed funding from Khosla Ventures, General Catalyst, and others after an attempted $500M acquisition by OpenAI fell through.

General Intuition illustrates a key insight: true AGI may require understanding space, motion, and interaction, not just text.

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🧬 Google’s Gemma model helps uncover a new cancer therapy pathway Google researchers have used their Gemma-based C2S-Scale 27B model to identify a potential new treatment strategy that could make “cold” tumors visible to the immune system, a key goal in modern cancer therapy. 🔸 The 27-billion-parameter model was trained on single-cell data, learning to interpret the “language” of individual cells and predict immune responses. 🔸 It discovered that Silmitasertib (CX-4945), when combined with low-dose interferon, boosts antigen presentation (MHC-I) by ~50% but only in immune-responsive contexts, a previously unreported finding. 🔸 Lab tests confirmed the model’s prediction, showing that the combo made otherwise “silent” cancer cells detectable by the immune system.

By turning AI-generated hypotheses into lab-validated biology, Google’s Gemma models may mark a new era for data-driven drug discovery.

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🧬 Anthrogen unveils Odyssey, the most powerful AI for protein design San Francisco–based Anthrogen has introduced Odyssey, a large language model built specifically for bioengineering and protein editing. The company calls it the most advanced and efficient system of its kind. 🔸 Odyssey can interpret amino acid sequences, 3D structures, and protein functions, then design new molecules that meet set goals such as “binds to this receptor” or “scalable for production.” 🔸 It uses discrete diffusion, a training method inspired by evolution that introduces mutations and keeps only the best-performing results. 🔸 Anthrogen reports that Odyssey achieves superior protein design outcomes using 10× less data than competing models.

From drug discovery to synthetic biology, Odyssey could redefine how we engineer life itself.

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🚀 Starship deploys next-gen Starlink satellites during 11th test flight SpaceX’s 11th Starship flight wasn’t just a technical milestone, it also marked the first successful deployment of mock-ups of the third-generation Starlink satellites, confirming the spacecraft’s role as a heavy-lift system for the network’s future. 🔸 The two-ton Starlink V3 satellites are designed to deliver gigabit internet globally via over 1 Tbps downlink and 200 Gbps uplink capacity, roughly 10× faster than current models. 🔸 Their size and power make them impossible to launch on existing rockets, underscoring why Starship’s payload capacity is critical to the project. 🔸 Operational launches are scheduled to begin next year, using Starship’s commercial missions.

Building the internet for Earth may turn out to be as ambitious as reaching Mars.

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🧼 Japan unveils the “washing machine for humans” A Japanese startup has created a capsule that completely replaces the shower and bath, users simply lie inside while the machine automatically washes their entire body and hair. 🔸 The chamber fills with warm water up to the neck and uses jets, bubbles, and ultrasonic waves for cleaning. 🔸 A built-in screen lets users watch videos or relax during the wash cycle. 🔸 Hotels and capsule hostels in Japan are already pre-ordering the device for guest rooms.

Japan’s obsession with automation has finally reached peak cleanliness.

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🤖 Jack & Jill launches AI bots for job interviews and candidate matching Jack & Jill is redesigning the hiring process with conversational AI that interviews both candidates and employers, replacing resumes and forms with natural dialogue. The startup has raised $20M from Creandum to expand from London to the U.S. 🔸 Candidates talk to “Jack,” a bot that runs a 20-minute interview, builds their profile, and finds fitting roles. 🔸 Employers use “Jill,” which defines ideal candidate profiles and filters matches. 🔸 Over 50,000 users are already active in London, with early traction among mid-sized employers.

By betting on conversation over credentials, Jack & Jill wants to cut hiring noise and fake applications and move one step closer to bot-to-bot recruiting.

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🧠 Perplexity adds interactive language learning mode Perplexity has launched a new language learning mode, turning its AI chatbot into an interactive tutor that helps users build vocabulary and understand grammar in real time. 🔸 The feature generates flashcards with new words, pronunciation tips, and example sentences directly in chat. 🔸 Users can also ask grammar questions or request explanations within ongoing conversations. 🔸 The mode is already live on iOS and the web, expanding Perplexity’s use beyond search and research.

Perplexity is positioning itself as both a knowledge engine and a personal language coach.

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💬 Andrej Karpathy builds a full LLM for just $100 Andrej Karpathy, former OpenAI researcher and Tesla AI lead, has launched nanochat, an open project showing how to train a functioning language model from scratch for around $100 using cloud resources. 🔸 Developed under the LLM101n course by Eureka Labs, nanochat walks through the entire lifecycle of model creation, from tokenization to inference. 🔸 The repo includes a tokenizer written in Rust, a FineWeb-EDU dataset paging system, training and fine-tuning scripts, plus evaluation tools. 🔸 A built-in web interface lets users chat with their trained model directly, making it a practical learning and prototyping tool.

By shrinking the cost and complexity of LLM development, Karpathy is effectively open-sourcing AI education, turning large-scale model training into a weekend project.

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🪟 Microsoft turns Copilot into a full AI agent for Windows 11 Microsoft’s latest Windows 11 update transforms Copilot from a chat assistant into an autonomous, voice-controlled AI agent capable of managing your PC and interacting with apps and the web. Activated by saying “Hey, Copilot,” it can now take real actions on your computer. 🔸 Copilot can see what’s on the screen, respond to voice commands, and perform complex tasks like booking tables, ordering food, or organizing local files. 🔸 All actions require explicit user permission, and the autonomous mode is disabled by default for privacy and safety reasons. 🔸 A new Gaming Copilot is also built in, a live assistant that helps players with strategy tips, in-game information, and performance tweaks. 🔸 The feature rolls out first to Windows Insider testers before reaching all Windows 11 users.

With Copilot’s evolution into a true desktop agent, Microsoft is positioning Windows as the first mainstream operating system with a native, AI-driven co-pilot for daily computing.

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✅ The most vulnerable professions to AI Microsoft analyzed user conversations with Copilot and compiled a top 40 list of professions whose representatives may lose their jobs to AI. 📊 Powered by Crypto Insider

⚡ Anthropic launches Claude Haiku 4.5, faster, cheaper, and smarter Anthropic has released Claude Haiku 4.5, the newest version of its lightweight model, optimized for speed, efficiency, and cost. It now delivers coding and reasoning quality comparable to Claude Sonnet 4, but runs twice as fast and at one-third the price. 🔸 Haiku 4.5 excels at agentic tasks, code generation, and lightweight reasoning, making it ideal for production pipelines and real-time apps. 🔸 Pricing remains aggressively low: $1 per million input tokens and $5 per million output tokens. 🔸 The model is available today through the Claude API and integrated into Claude Code for developers.

With Haiku 4.5, Anthropic is pushing a clear message, performance parity doesn’t need to come at premium pricing.

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🎬 Google unveils Veo 3.1, the most cinematic AI video model yet Google has released Veo 3.1, its next-generation AI video model, and while it doesn’t yet hit the rumored 60-second or full-1080p mark, it’s still a massive leap forward in realism and creative control. Forget blinking artifacts and robotic motion, Veo 3.1 finally makes AI video feel alive. 🎥 What’s new in Veo 3.1 🔸 Insert Object / Remove Object — add or erase elements directly within the scene. 🔸 Ingredients to Video — blend multiple references into one cohesive clip for full creative control. 🔸 Flow Extend — expand scenes seamlessly to create long, continuous shots. 🔸 First & Last Frame — define your opening and closing frames; Veo fills in the rest like a real cinematographer. 🔸 Enhanced sound, textures, and lighting, creating depth and emotional tone in every frame. 🔸 Audio support now integrated into Flow, Vertex AI, Gemini app, and Gemini API.

Veo 3.1 doesn’t just render, it interprets tempo, mood, and cinematic rhythm. For the first time, AI video feels less like a simulation and more like a director’s cut.

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🌌 A gravitational wave detector that fits on a table Physicists from the Universities of Birmingham and Sussex have designed a tabletop gravitational wave detector, potentially filling the “frequency gap” that existing observatories can’t reach. Unlike kilometer-scale systems like LIGO, this compact instrument, based on optical atomic clock technology, can detect waves in the elusive millihertz range (10⁻⁵–1 Hz). 🔸 The detector uses two optical resonators set at right angles, each only 10–50 cm long, but light bounces inside thousands of times, building an effective path of tens of kilometers. 🔸 When a gravitational wave passes, it subtly warps spacetime, changing the optical path length, not the mirrors themselves, which shifts the laser’s frequency by as little as 1 part in 10¹⁶. 🔸 That’s equivalent to detecting a 15-micrometer change over the Earth–Sun distance. By comparing the two resonators, the device can measure both the amplitude and polarization of the passing wave. 🔸 Its small size makes it nearly immune to seismic noise, the main limitation for large interferometers.

This miniature observatory could open a new observational window, catching signals from intermediate-mass black holes, double white dwarfs, and even echoes from the early Universe, all from the top of a lab bench.

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💋 ChatGPT to introduce adult mode with erotic conversations OpenAI plans to launch an “adult interaction” mode for ChatGPT this December, allowing erotic and flirtatious conversations for verified adults. The move marks a major shift in how AI chat platforms handle intimacy and content moderation. 🔸 The update will include age verification, requiring users to confirm they are over 18, and in some cases, to upload ID documents. Underage users will be blocked from adult interactions. 🔸 OpenAI says the broader update will also make ChatGPT “more human-like, expressive, and emotionally responsive”, hinting at a friendlier personality model. 🔸 The change is seen as a response to the explosive popularity of character.ai, Replika, and other “AI companion” platforms that thrive on emotional and romantic engagement. 🔸 Critics, however, warn that document-based age verification could become a dangerous precedent, today for erotica, tomorrow for healthcare, and later for politics.

If OpenAI truly opens the gates to intimacy, it won’t just challenge competitors, it’ll redefine what “personal AI” means in a world where companionship, data, and desire start to merge.

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🧠 Gemini 3.0 Pro now builds full web simulations of Windows and macOS Google’s upcoming Gemini 3.0 Pro is already demonstrating wild creative capability, users report it can generate fully functional web-based operating systems that mimic Windows and macOS, all from a single prompt and inside one HTML file. 🔸 One user asked Gemini to “create a web OS like Windows OS” with a text editor, terminal (with Python), game, file manager, paint app, video editor, and other bundled tools, Gemini delivered the entire code in one go. 🔸 The result: a complete interactive simulation of Windows and macOS that runs directly in the browser via HTML, CSS, and JavaScript. 🔸 Demos are live — Windows version and macOS version — showcasing detailed icons, apps, and animations. 🔸 The rumored public release of Gemini 3.0 is set for October, with Pro-level models expected to debut in Google’s AI Studio soon after.

If this demo reflects real model capabilities, Gemini may soon blur the line between coding assistant and autonomous software creator.

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⚡️ Nvidia launches $3,999 DGX Spark, a personal AI supercomputer for your desk Nvidia has unveiled the DGX Spark, a compact AI workstation that delivers server-level performance in a desktop form. Starting at $3,999, it goes on sale this week, aiming to make petaFLOP-class compute accessible to researchers, developers, and small AI labs. 🔸 Powered by Nvidia’s new GB10 Grace-Blackwell Superchip, combining an ARM CPU and Blackwell GPU for unified AI workloads. 🔸 Comes with 128 GB unified memory and up to 4 TB NVMe SSD storage, offering nearly 1 petaFLOP of AI performance. 🔸 Can locally train or fine-tune models with up to 200 billion parameters, bridging the gap between desktop and data center. 🔸 OEMs like Dell, HP, and ASUS are expected to build Spark-based systems using the same architecture.

By compressing server-grade AI power into a desktop, Nvidia isn’t just selling hardware, it’s seeding an ecosystem for local frontier-model experimentation and on-prem AI autonomy.

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🕊️ Icarus aims to conquer the stratosphere with autonomous “birds” From Y Combinator’s latest batch comes Icarus, a rare non-AI startup developing autonomous drones designed to cruise the stratosphere. The idea: build long-endurance, solar-powered “birds” that can film, relay communications, and operate above weather systems for extended periods. 🔸 Founder Henry Kwan shared a 27-slide pitch deck, notably light on numbers but heavy on conviction, citing his 10,000+ hours in aerospace R&D as proof of execution capacity. 🔸 The concept echoes past attempts by Google (Project Loon) and Facebook’s Aquila, both of which failed to make stratospheric flight commercially viable. 🔸 Icarus claims advances in lightweight materials, autonomy, and solar efficiency now make persistent flight feasible, though technical details remain undisclosed. 🔸 The company’s vision blends aerial connectivity, high-altitude imaging, and atmospheric data, potentially creating a new layer between satellites and drones. Meanwhile, Russia’s Stratolink, founded by Nicholas Oxman, is pursuing a similar goal, a small solar aircraft capable of flying up to 40 days autonomously. The firm announced a ₽1.7B raise and a ₽3.4B valuation, though its prototype and facilities remain largely unverified.

Stratospheric autonomy sits at the intersection of aerospace and infrastructure and may become the next race between frontier engineers and gravity itself.

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