Startups & Ventures
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A hub for startup news, trends, and insights, covering the global startup ecosystem for founders, investors, and innovators.

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โœ… 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.

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๐ŸชŸ Microsoft turns Copilot into a full AI agent for Windows 11

Microsoftโ€™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 โ€œHey, Copilot,โ€ it can now take real actions on your computer.

๐Ÿ”ธ Copilot can see whatโ€™s on the screen, respond to voice commands, and perform complex tasks like booking tables, ordering food, or organizing local files.
๐Ÿ”ธ All actions require explicit user permission, and the autonomous mode is disabled by default for privacy and safety reasons.
๐Ÿ”ธ A new Gaming Copilot is also built in, a live assistant that helps players with strategy tips, in-game information, and performance tweaks.
๐Ÿ”ธ The feature rolls out first to Windows Insider testers before reaching all Windows 11 users.

With Copilotโ€™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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๐Ÿ’ฌ 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.

๐Ÿ”ธ Developed under the LLM101n course by Eureka Labs, nanochat walks through the entire lifecycle of model creation, from tokenization to inference.
๐Ÿ”ธ The repo includes a tokenizer written in Rust, a FineWeb-EDU dataset paging system, training and fine-tuning scripts, plus evaluation tools.
๐Ÿ”ธ 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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๐Ÿง  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.

๐Ÿ”ธ The feature generates flashcards with new words, pronunciation tips, and example sentences directly in chat.
๐Ÿ”ธ Users can also ask grammar questions or request explanations within ongoing conversations.
๐Ÿ”ธ The mode is already live on iOS and the web, expanding Perplexityโ€™s use beyond search and research.

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


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๐Ÿค– 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.

๐Ÿ”ธ Candidates talk to โ€œJack,โ€ a bot that runs a 20-minute interview, builds their profile, and finds fitting roles.
๐Ÿ”ธ Employers use โ€œJill,โ€ which defines ideal candidate profiles and filters matches.
๐Ÿ”ธ 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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To be honest, they didn't even make a mistake.

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๐Ÿงผ Japan unveils the โ€œwashing machine for humansโ€

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.

๐Ÿ”ธ The chamber fills with warm water up to the neck and uses jets, bubbles, and ultrasonic waves for cleaning.
๐Ÿ”ธ A built-in screen lets users watch videos or relax during the wash cycle.
๐Ÿ”ธ Hotels and capsule hostels in Japan are already pre-ordering the device for guest rooms.

Japanโ€™s obsession with automation has finally reached peak cleanliness.


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๐Ÿš€ Starship deploys next-gen Starlink satellites during 11th test flight

SpaceXโ€™s 11th Starship flight wasnโ€™t just a technical milestone, it also marked the first successful deployment of mock-ups of the third-generation Starlink satellites, confirming the spacecraftโ€™s role as a heavy-lift system for the networkโ€™s future.

๐Ÿ”ธ The two-ton Starlink V3 satellites are designed to deliver gigabit internet globally via over 1 Tbps downlink and 200 Gbps uplink capacity, roughly 10ร— faster than current models.
๐Ÿ”ธ Their size and power make them impossible to launch on existing rockets, underscoring why Starshipโ€™s payload capacity is critical to the project.
๐Ÿ”ธ Operational launches are scheduled to begin next year, using Starshipโ€™s commercial missions.

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


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๐Ÿงฌ Anthrogen unveils Odyssey, the most powerful AI for protein design

San Franciscoโ€“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.

๐Ÿ”ธ Odyssey can interpret amino acid sequences, 3D structures, and protein functions, then design new molecules that meet set goals such as โ€œbinds to this receptorโ€ or โ€œscalable for production.โ€
๐Ÿ”ธ It uses discrete diffusion, a training method inspired by evolution that introduces mutations and keeps only the best-performing results.
๐Ÿ”ธ Anthrogen reports that Odyssey achieves superior protein design outcomes using 10ร— less data than competing models.

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


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๐Ÿงฌ Googleโ€™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 โ€œcoldโ€ tumors visible to the immune system, a key goal in modern cancer therapy.

๐Ÿ”ธ The 27-billion-parameter model was trained on single-cell data, learning to interpret the โ€œlanguageโ€ of individual cells and predict immune responses.
๐Ÿ”ธ 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.
๐Ÿ”ธ Lab tests confirmed the modelโ€™s prediction, showing that the combo made otherwise โ€œsilentโ€ cancer cells detectable by the immune system.

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


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๐ŸŽฎ 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.

๐Ÿ”ธ 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.
๐Ÿ”ธ 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.
๐Ÿ”ธ Unlike generative models, the focus is action-oriented, creating smarter NPCs, adaptive bots, and AI that understands spatial dynamics.
๐Ÿ”ธ 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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๐ŸŽฌ Gling AI launches a personal AI video editor

Gling AI offers creators an automated video editing assistant that streamlines the post-production process.

๐Ÿ”ธ Edits videos based on transcription, automatically cutting out mistakes, filler words, and silence.
๐Ÿ”ธ Handles multi-camera setups, synchronizing audio and generating smooth splices and transitions.
๐Ÿ”ธ Produces subtitles and exports to multiple formats, including MP4, Premiere, DaVinci, and Final Cut.
๐Ÿ”ธ 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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๐Ÿค– 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.

๐Ÿ”ธThe robot stands 180 cm tall and weighs 70 kg, roughly the size of an adult human.
๐Ÿ”ธ H2 showcases smooth, lifelike movements, it can balance, dance, and transition between motions with unprecedented control.
๐Ÿ”ธ Unitree also gave it a human-like face, aiming to make interactions friendlier, though reactions online suggest the โ€œuncanny valleyโ€ effect remains strong.

Pricing and release details havenโ€™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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โš™๏ธ Ex-Neuralink president revives โ€œartificial visionโ€ tech that restores sight

Science Corporation, founded by former Neuralink president Max Hodak, has quietly outpaced its old rival, by buying for just โ‚ฌ4M a nearly forgotten French technology that already helps blind patients read books and solve puzzles.

๐Ÿ”ธ The technology, called PRIMA, is a microchip implanted under the retina. It receives signals from a camera in special glasses and converts them into electrical impulses that bypass damaged photoreceptors, restoring partial vision to people with age-related macular degeneration, the leading cause of blindness in the elderly.
๐Ÿ”ธ In a New England Journal of Medicine study, 38 patients improved by an average of five lines on a standard eye chart. One British patient can now read a normal book, a historic first.
๐Ÿ”ธ The implant works like a mini solar panel: infrared light from the glasses activates tiny pixels on the chip. Current models deliver 400 visual points; the next version will increase this fivefold, enabling recognition of faces and objects.

Hodakโ€™s team is now redesigning the external unit, replacing bulky laser goggles with sleek sunglasses-style frames. Science Corp has raised $290M since 2021 and focuses on neurointerfaces and vision restoration, the inverse of Neuralinkโ€™s โ€œbrain-to-machineโ€ approach.

If approved in Europe, PRIMA could become the first commercially available, clinically proven artificial vision system, turning science fiction into ophthalmology.


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๐Ÿ’ป Claude Code is now available on web and iOS

Anthropic has expanded Claude Code, its AI coding assistant, to web and iOS platforms. Users can connect a repository, assign tasks, and let the chatbot complete them automatically.

๐Ÿ”ธ The tool is recommended for answering project questions, fixing bugs, and handling routine development tasks.
๐Ÿ”ธ Claude Code is currently available to users on Pro and Max plans, making it easier for developers to integrate AI directly into their workflow.

This move positions Claude Code as a hands-on assistant for real-time coding, not just a passive code generator.


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๐Ÿงฉ Google AI Studio now builds full web app prototypes

Google has updated AI Studio with a new feature that lets users generate and launch working web app prototypes directly from text prompts.

๐Ÿ”ธ Users can choose which models to power their app, including Gemini Nano, Banana, Veo 3, or Googleโ€™s voice models.
๐Ÿ”ธ After selecting, you can describe your idea or hit โ€œIโ€™m feeling luckyโ€ to let Google generate a random concept.
๐Ÿ”ธ Gemini 2.5 Pro then writes the code, deploys a working prototype, and allows real-time editing and testing in the same workspace.

Googleโ€™s turning AI Studio into a no-code product engine, blurring the line between prompting and full-stack development.


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๐Ÿ”” Suno v4.5-all has been released

They give 50 credits per day, which is enough for 10 songs.

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๐Ÿ”’ Guide to AI in Workflows from Perplexity

The material is focused on integrating Perplexity services: Comet, Research, Email Assistant, etc.

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๐Ÿ‘“ Amazon tests smart glasses for delivery drivers

Amazon is piloting AR-powered smart glasses designed to help couriers deliver packages without ever checking their phones.

๐Ÿ”ธ When a driver reaches a destination, the glasses automatically activate, display order details, and guide them to the correct package in the trunk.
๐Ÿ”ธ The system then maps the route to the customerโ€™s door and marks the order as delivered, all hands-free.
๐Ÿ”ธ The pilot includes a small group of couriers, with Amazon planning to add more features before wider rollout.

If successful, these glasses could become the next big leap in logistics UX, turning last-mile delivery into an augmented, automated workflow.


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