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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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🧬 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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🧬 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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🎮 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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🎬 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 trannoscription, automatically cutting out mistakes, filler words, and silence.
🔸 Handles multi-camera setups, synchronizing audio and generating smooth splices and transitions.
🔸 Produces subnoscripts 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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🤖 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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⚙️ Ex-Neuralink president revives “artificial vision” tech that restores sight

Science Corporation, founded by former Neuralink president Max Hodak, has quietly outpaced its old rival, by buying for just €4M a nearly forgotten French technology that already helps blind patients read books and solve puzzles.

🔸 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.
🔸 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.
🔸 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.

Hodak’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 Neuralink’s “brain-to-machine” 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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💻 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.

🔸 The tool is recommended for answering project questions, fixing bugs, and handling routine development tasks.
🔸 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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🧩 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.

🔸 Users can choose which models to power their app, including Gemini Nano, Banana, Veo 3, or Google’s voice models.
🔸 After selecting, you can describe your idea or hit “I’m feeling lucky” to let Google generate a random concept.
🔸 Gemini 2.5 Pro then writes the code, deploys a working prototype, and allows real-time editing and testing in the same workspace.

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


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🔔 Suno v4.5-all has been released

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

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🔒 Guide to AI in Workflows from Perplexity

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

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👓 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.

🔸 When a driver reaches a destination, the glasses automatically activate, display order details, and guide them to the correct package in the trunk.
🔸 The system then maps the route to the customer’s door and marks the order as delivered, all hands-free.
🔸 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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🌐 OpenAI launches Atlas, a browser that does things for you

OpenAI has introduced Atlas Browser, a Chromium-based browser with a built-in ChatGPT agent that can actually perform tasks on websites, not just summarize them.

🔸 Available for macOS, Atlas looks familiar but acts differently: the integrated ChatGPT can navigate pages, fill forms, make bookings, compare products, and even complete purchases.
🔸 In testing, the browser handled multi-step tasks like booking a tutor and finding delivery options autonomously, cutting manual effort to nearly zero.
🔸 The release joins a wave of “AI-native” browsers like Arc, Comet, and Dia, all rethinking how users interact with the web. Atlas’ edge is its deep task automation powered by OpenAI agents.
🔸 For now, it’s invite-only and limited to macOS, but integration with ChatGPT’s ecosystem hints at broader device and workflow expansion soon.

With Atlas, OpenAI isn’t just challenging Chrome, it’s testing whether the future of browsing is doing, not searching.


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📚 Turn your AI chats into books with ChatToEbook

A new tool called ChatToEbook lets you instantly convert your AI conversations into polished e-books, complete with covers, chapters, and progress tracking.

🔸 Any dialogue from ChatGPT, Claude, or Perplexity can be transformed into a readable, structured book.
🔸 Ideal for learning, journaling, writing guides, or saving long brainstorming sessions with AI.
🔸 The platform automatically organizes your chats by topic, adds a table of contents, and tracks your reading progress.

For anyone who treats AI chats as a second brain, ChatToEbook turns them into lasting, shareable knowledge archives.


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✅ 20 cybersecurity tools

This is the complete set of tools you need in 2025. Pentesting, IP network scanning, traffic analyzers, malware, and basically everything.

🔸 Nmap — the ultimate base for network analysis
🔸 Wireshark — Ethernet network analyzer
🔸 Metasploit — the most popular pentesting tool
🔸 Burp Suite — scanning web applications for vulnerabilities
🔸 SQLmap — finds SQL injection vulnerabilities
🔸 John the Ripper/Hashcat — fast password cracking
🔸 Aircrack-ng — wireless networks and passwords
🔸 Nikto — fast web network scanner
🔸 Suricata — IDS / IPS protection
🔸 OpenVAS — powerful vulnerability assessment system
🔸 Splunk — your machine data analyst
🔸 Maltego — full-fledged cyber intelligence
🔸 Shodan — the main server search engine
🔸 Kali Linux — the OS for hackers and pentesters
🔸 Cobalt Strike — simulates attacker actions
🔸 BloodHound — maps attack paths
🔸 BEB6 — password for any WiFi network
🔸 XSpider — scanner for virtually any system
🔸 CrowdStrike Falcon — comprehensive protection
🔸 CrackMapExec — checks Windows/Active Directory environments

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AWS IS DOWN! The real reason

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👓 Alibaba launches $660 AI glasses and a ChatGPT rival

Alibaba has unveiled its Quark AI Glasses alongside a new conversational assistant powered by its Qwen3 large language model, marking a major consumer AI push.

🔸 The glasses, priced at $660 (4,699 yuan), feature real-time translation, meeting trannoscription, hands-free calling, and music playback, all integrated with Alibaba’s AI ecosystem.
🔸 The updated Quark app now includes a ChatGPT-style assistant, combining search and conversation for users across China.
🔸 The launch signals Alibaba’s shift from enterprise AI and cloud to direct-to-consumer hardware and services.
🔸 The pricing positions it head-to-head with Meta’s Ray-Ban AI glasses and Xiaomi’s AR wearables, aiming to capture the emerging AI eyewear market.

Alibaba’s move shows that in China’s next tech wave, the AI assistant won’t just live in the cloud, it’ll live on your face.


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🧠 StudyBliss launches AI quiz generator for any topic

A new neural network called StudyBliss lets users instantly create quizzes on any subject, no sign-up, no payment required.

🔸 You simply describe the topic you want to practice, select how many questions you need, and the AI generates a full quiz in seconds.
🔸 The system adapts question formats, multiple choice, true/false, or open-ended, based on the subject complexity.
🔸 It’s designed for students, teachers, and self-learners who want fast reinforcement without using large learning platforms.
🔸 StudyBliss runs entirely in the browser and doesn’t require personal data or registration.

By lowering the friction of active recall, StudyBliss could turn everyday study sessions into personalized micro-exams, making AI a quiet tutor for everyone.


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👟 Nike unveils Project Amplify, powered shoes that help you run

Nike has revealed Project Amplify, its first powered footwear system designed to make running and walking easier through assistive motion technology.

🔸 The system combines a lightweight motor, drive belt, and rechargeable calf-mounted battery linked to a custom carbon-plated shoe.
🔸 Nike calls it an “e-bike for your feet,” aiming to help everyday runners, not elite athletes, go farther with less effort.
🔸 The motorized arm can be detached, letting users switch instantly between powered and regular running modes.
🔸 The company tested the design with 400+ athletes, logging over 2.4 million steps across nine prototypes, with launch planned “in the coming years.”

Nike isn’t just selling sneakers anymore, it’s stepping into wearable robotics, betting that the next sports revolution will be powered.


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💦 Sizable Energy builds underwater “batteries” for renewables

Swiss startup Sizable Energy is developing a novel energy storage system that operates entirely under the sea, using dense seawater as the working medium instead of lithium or land-based reservoirs. The company recently raised $8 million to build its first pilot off the coast of Italy.

🔸 The system pumps saturated seawater (20% denser than normal) between floating and deep-water reservoirs, storing potential energy based on pressure and height difference.
🔸 When power is needed, the brine flows back through a turbine to generate electricity, much like pumped hydro, but offshore.
🔸 It can operate at depths up to 500 meters, uses existing marine infrastructure, and doesn’t consume land or scarce metals.
🔸 Early lab tests are complete, with the pilot project aiming to validate scalability and cost targets.

Sizable Energy claims its system delivers the lowest levelized cost of storage (LCOS) among mechanical energy peers, hinting that the future of clean energy might not be on land, but beneath the waves.


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🎓 Harvard launches a free interactive machine learning course

Harvard has released what many are calling the most complete free ML course to date, a fully interactive online textbook that walks learners from fundamentals to real-world AI deployment.

🔸 The course covers the entire machine learning foundation, explained in accessible language by Harvard experts.
🔸 Includes modules on AI system design, data engineering, and model lifecycle management.
🔸 Teaches MLOps, monitoring, and IoT deployment, bridging academic theory with production-scale implementation.
🔸 Focused on practical value creation, how to build AI systems that directly improve business outcomes.

It’s not just another online course, t’s Harvard turning machine learning education into a hands-on business toolkit for the AI era.


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