Startups & Ventures
Kanalga Telegram’da o‘tish
A hub for startup news, trends, and insights, covering the global startup ecosystem for founders, investors, and innovators. Community: @startupdis Buy Ads: @strategy (this is our only account).
Ko'proq ko'rsatish📈 Telegram kanali Startups & Ventures analitikasi
Startups & Ventures (@tech) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 1 983 606 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 37-o'rinni va Xalqaro mintaqasida 46-o'rinni egallagan.
📊 Auditoriya ko‘rsatkichlari va dinamika
невідомо sanasidan buyon loyiha tez o‘sib, 1 983 606 obunachiga ega bo‘ldi.
13 Noyabr, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni -160 131 ga, so‘nggi 24 soatda esa -3 863 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.
- Tasdiqlash holati: Tasdiqlangan (Telegram tomonidan rasmiy tasdiq)
- Jalb etish (ER): Auditoriya o‘rtacha 0.32% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 0.16% ini tashkil etuvchi reaksiyalarni to‘playdi.
- Post qamrovi: Har bir post o‘rtacha 6 372 marta ko‘riladi; birinchi sutkada odatda 3 247 ta ko‘rish yig‘iladi.
- Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 1 159 ta reaksiya keladi.
- Tematik yo‘nalishlar: Kontent claude, openai, gemini, insider, developer kabi asosiy mavzularga jamlangan.
📝 Tavsif va kontent siyosati
Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
“A hub for startup news, trends, and insights, covering the global startup ecosystem for founders, investors, and innovators.
Community: @startupdis
Buy Ads: @strategy (this is our only account).”
Yuqori yangilanish chastotasi (oxirgi ma’lumot 14 Noyabr, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Texnologiyalar & Aralashmalar toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.
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Kanal postlari
🫙 Glass Conducts Heat at One Atom
Physicists at the University of Colorado Boulder pulled two glass pieces apart until only a one-atom chain connected them. A scanning thermal probe measured heat crossing the contact, which broke only after reaching that scale.
Heat arrived in steps. Each step reached 40% of the maximum a single channel can carry under quantum physics, producing the first observed quantized heat flow carried by atomic vibrations.
In ordinary glass, disorder scatters those vibrations. In a one-atom thread, there is no room for the disorder to act. Silicon dioxide is already used as an insulating layer in chips, where shrinking electronics makes heat management harder.
📊@tech
| 2 |  🥬 Cannabis Producers Pivot to AI
A record cannabis price collapse is pushing producers to repurpose large industrial sites as AI data centers.
The sites already have power, water, climate control, and fiber optic links.
Producers want to become data center owners.
📊@tech | 3 847 |
| 3 |  +2⚠️ AI 2027 Is Five Months Ahead
The AI Futures Project says reality is 5 months ahead of the original AI 2027 scenario, following METR’s report on Claude at Anthropic.
SAR, or Superhuman AI Researcher, is now expected in 2027 if development continues at the current pace. Its earlier estimate gave it a 50% chance in 2029. SAR would make replacing human researchers more profitable than keeping the best human team without AI.
The chance of Top-Expert-Dominating AI arriving in 2028 is now 35-65%. Analysts want an industry-wide pause, warning that companies may not build systems to control SAR in time. 2027 is 50 days away.
📊@tech | 4 068 |
| 4 |  🗓 EpiPad Uses the Forearm as a Trackpad
A 5×4 mm millimeter-wave radar on the watch strap reads tiny changes in reflected signals as fingers press the skin, leaving the display untouched.
EpiPad estimates pressure from reflection phase and uses lightweight machine learning to recognize gestures. The forearm supports scrolling, zooming, clicks, pressure levels, and multi-finger input.
In tests with 20 volunteers, it achieved 92.8% gesture accuracy and 90.2% pressure accuracy, including with people absent from the training data. Its roughly 10 mm distance accuracy beat touchscreen and tilt controls, with fewer errors and higher efficiency.
📊@tech | 3 773 |
| 5 |  6️⃣ GTA VI Sets Preorder Record
Nearly $1 billion in preorders came in during the week before release, making GTA VI the most preordered game ever.
Cyberpunk 2077 held the previous record.
Rockstar appears to have recouped half of its rumored $2 billion budget. GTA V reached $1 billion 3 days after launch.
📊@tech | 4 498 |
| 6 |  🤖 OpenAI Adds a $200 Retro Console
The ModRetro Chromatic Codex Edition costs $200 and reads Game Boy and Game Boy Color cartridges. It includes a rewritable cartridge for custom games.
With the ModRetro plugin, users can describe a game in Codex, then have it build levels and animate sprites. A demo snowboard level ran on the Chromatic.
Games can be tested in a built-in emulator, then written to the cartridge after a firmware update and developer mode switch. OpenAI also published browser-playable demos and downloadable ROMs.
📊@tech | 4 406 |
| 7 |  🤖 Claude Moves Into Office Work
Claude Meetings joins calls and writes meeting notes. In Sheets, it edits spreadsheets. Whiteboards lets users arrange ideas on a shared board.
Boards and spreadsheets are already available to subscribers. Adobe, Jira, Confluence, and Slack now open directly inside Claude.
After the announcement, Microsoft shares fell almost 3%.
📊@tech | 4 346 |
| 8 |  🔓 A Sensor Powered by Wiring
30 million times less energy than one AirPod powers a battery-free temperature sensor. A graphene coil with a steel core harvests energy from the changing magnetic field around AC wiring.
A Cockcroft-Walton multiplier raises the weak alternating signal to DC voltage, while three capacitors store the energy. If the wiring loses power, the reserve can last a day, and likely a week.
The nanowatt design could support sensor networks in factories, logistics, atmosphere and soil monitoring, wearables, and medicine. It only works near live wiring, has not shown startup from fully discharged capacitors, and cannot power a smartphone.
📊@tech | 4 522 |
| 9 |  🪙 Seppuku Oath in Ethereum Plan
A former employee’s lawsuit says Ethereum Foundation staff were required to swear to commit seppuku if the software stopped being free. The oath was added to the foundation’s plan for the next 1000 years.
They had one weekend to sign or quit. About 80 of 250 employees asked for the clause to be removed.
Management kept it as “artistic decoration”, redrawing the text as an image with cats and anime girls. Protest organizers were fired.
📊@tech | 4 159 |
| 10 |  +3🤖 Fable 5.2 Matches Opus at Lower Cost
On FrontierCode 2.0, Fable 5.2 with High effort matched Opus 5.5 at Max effort. Its cost per task was almost 2x lower. API pricing fell to $8/$40 from $10/$50.
Fable 5.2 also performed better with physical robots, including tasks it was not trained for. It scored 64.9% on RoboDojo, versus 29.8% for GPT-6 Astra. Mythos 5.2 proposed a new method for modeling capsids used in gene therapy.
A 1000-agent team formalized Fermat’s Last Theorem in Lean in 30 hours with almost no human input. Anthropic’s earlier attempt took 11 days. The new proof used 3x fewer tokens and was 7x shorter. In 8 days, Fable wrote a bootable OS from scratch.
📊@tech | 4 430 |
| 11 |  📼 Raea renders AI video up to 20x faster
Raea renders video without a browser, using the GPU directly. Its author claims 10-20x faster processing on complex scenes than Remotion and Hyperframes.
The engine can create 3D scenes and games, plus music and sound effects. Projects are written in TypeScript and React, then rendered locally through Rust and Bevy.
Claude Code can write composition code, run the render, inspect the result, and revise it. Raea runs on macOS, Linux, and Windows. The engine is free, with source published on GitHub.
📊@tech | 4 625 |
| 12 |  Ⓜ️ Meta launches no-code Spaces
Users describe a task in plain language, and AI builds the interface and required functionality. The resulting app can be edited through chat.
Spaces supports Gmail and Google Calendar. Data can update automatically without asking the AI again, for example by finding school events in emails and adding them to a calendar.
Created tools are saved inside Muse, where users can place them on tabs, hide them, or set when they appear. Spaces is available in all regions where Muse operates.
📊@tech | 4 815 |
| 13 |  🤖 OpenAI Bans Users Without Warning
After login, users see an error and lose access to chats and notes. Appeals are rejected within a minute.
Online reports link the bans to VPN use and frequent IP changes. OpenAI has not commented.
📊@tech | 4 908 |
| 14 |  🤖 Claude Starts Reading Bank Statements
Anthropic is testing Personal Finance in Claude for paid subscribers on its Pro, Max, or Ultra plans in the US. Accounts connect through Plaid, which links to more than 12,000 financial institutions.
Claude can spot unexpected fees and duplicate charges, then flag monthly bills that rose over the past year. It can chart weekly spending, break down a budget, and explain unfamiliar terms.
Access is read-only. Claude cannot move money or invest it. Transaction history is limited to two years. Anthropic is exploring work with licensed professionals and regulated firms.
📊@tech | 5 465 |
| 15 |  🤖 OpenAI Explains GPT Image 2.5
OpenAI’s guide shows how to control GPT Image 2.5 with prompts that specify the subject’s placement, visual conditions, and limits. For edits, it says to state what must change and what must stay.
The examples cover photorealistic images, ad creatives, logos, infographics, and comics. The guide also addresses reference images, consistent character appearance, and accurate text rendering.
OpenAI compares Flare, optimized for speed, with Sunburst, built for maximum quality. Both support generation, editing, and transparent backgrounds. The API offers quality up to max and resolutions up to 4K.
📊@tech | 5 181 |
| 16 |  📣 OnlyFake Made $1.2 Million From Fake IDs
Fake passports and driver’s licenses sold for $15 to bypass KYC. Bulk orders cost $1,500. The site produced more than 10,000 documents and was used by North Korean IT workers.
Yury Nazarenko started on an old PC with Photoshop. Neural networks put production on a conveyor. He withdrew the profits to a Binance account in his real name.
Arrested in 2025 on a US warrant, he got 1 year in prison. Now he lives in Asia and runs TapMap, an events app.
📊@tech | 5 560 |
| 17 |  🤖 OpenAI changes tone after US vote
After Democrats won yesterday’s congressional elections, Sam Altman spoke for OpenAI in favor of keeping AI under human control. Not long ago, he wrote that sacrifices on the road to progress were inevitable.
Tech giants called Trump’s administration a “good friend” for tax breaks and support for data-center construction. They also received government contracts. Now they are contacting Democratic strategists to find a deal.
Companies face threats of investigations. Tougher AI rules and data-center restrictions are also on the table, and CEOs are already being advised to hire lawyers.
📊@tech | 7 659 |
| 18 |  🪙 Binance explains the $6.3B theft
A fake “recruiter” led to several interview rounds. In September, a test file replaced legitimate pyenv with a backdoored copy. Security tools missed the malware, described as a zero-day.
By 20 October, attackers controlled wallets through Binance’s internal AI tool. On 29 October, they reached a third employee’s computer. Hot-wallet transfers using MPC continued for almost 2 hours because no single private key could revoke the malicious EIP-7702 permissions.
Binance says about $2.85 billion was frozen or intercepted. 98% of affected tokens has been reimbursed, users will not bear losses, and the FBI attributes the attack to North Korean group TraderTraitor.
📊@tech | 6 829 |
| 19 |  🤖 OpenAI adds GIFs to ChatGPT Images
ChatGPT Images 2.6 can turn a text prompt or a picture into an animated GIF. Users can adjust playback speed and edit individual frames. Saved references for themselves, pets, or characters can be reused without uploading them again.
For developers, GPT-Image-2.6 Flare and Sunburst are available through the API. Image generation is 50% faster. Flare produces images in 6 seconds, while Sunburst delivers higher quality and keeps edits more consistent. Image markup and SVG export are also supported.
Images 2.6 is available in ChatGPT and Codex on all plans. The 2 new models are available in the API.
📊@tech | 6 236 |
| 20 |  🤖 Claude Code Blocks Game Cloning
Anthropic added 2 sentences to the system prompt for Claude Code on Opus 5.5. The rule blocks recreating a specific existing game, even when it is named directly or presented as original.
The change reportedly reached servers around October 27 under the flag tengu_heron_brook. Users can still make original games, genre projects, or work based on their own designs and assets.
Anthropic’s Addy Osmani confirmed the prompt was changed, but not the exact wording. The stated goal is to stop Claude from reproducing other people’s games, which violates its usage rules. Similar changes elsewhere in Claude remain unknown.
📊@tech | 6 346 |
