Startups & Ventures
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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).
显示更多📈 Telegram 频道 Startups & Ventures 的分析概览
频道 Startups & Ventures (@tech) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 2 097 781 名订阅者，在 技术与应用 类别中位列第 33，并在 国际 地区排名第 47 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 2 097 781 名订阅者。
根据 22 十月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 -148 300，过去 24 小时变化为 -6 696，整体触达仍然可观。
- 认证状态： 已认证（Telegram 官方确认）
- 互动率 (ER)： 平均受众互动率为 0.25%。内容发布后 24 小时内通常能获得 0.14% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 5 312 次浏览，首日通常累积 2 947 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 1 110。
- 主题关注点： 内容集中在 claude, openai, gemini, insider, developer 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“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).”
凭借高频更新（最新数据采集于 24 十月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。
2 097 781
订阅者
-6 69624 小时
-37 7907 天
-148 30030 天
帖子存档
2 098 773
☀️ Blue Origin’s Lunar Power Tower
Blue Origin’s 20-meter Power Tower is designed to deploy after landing. The Mark 1 lander extends a spiral mast, then unrolls a folded solar panel from its top, like window blinds. The panel tracks the Sun on its own.
At the lunar south pole, the Sun stays near the horizon and shines from the side. A flat panel on the lander would see little of that light, while the vertical design is built for it.
One tower should produce more than 10 kW. Solar power could be available for 44% to 100% of the time, depending on the season. Several towers could form a microgrid for lunar vehicles and base systems.
📊@tech
2 098 773
🇺🇸 US Blocks Big Tech Green Cards
The US Labor Department will stop reviewing all current and new applications. H-1B employees at affected companies will no longer receive work-based US residence.
The measure covers Microsoft, Adobe, and other big tech firms. The White House wants to target foreign students at Harvard, Yale, and Stanford next.
📊@tech
2 098 773
💠 Tesla Expands Car-to-Home Backup
Owners of Model 3 and Model Y in Premium and Performance versions can now use the car to power their home during an outage. Tesla says the backup can last more than 2 days. Cybertruck can run a home for more than 3 days.
The feature requires Powerwall 3. Tesla guarantees support only for cars ordered from October 1, since older vehicles may lack the required PCS2 Lite inverter. It is currently limited to the US and Puerto Rico.
Model S and Model X are excluded, while grid support remains a Cybertruck feature. Kia and GM already offer home backup from their vehicles, and Nissan Leaf has fed energy into the grid for years.
📊@tech
2 098 773
🖤 Ben Affleck Writes Python
The actor writes Python scripts, understands convolutional neural networks, and works extensively with GPUs.
He learned machine learning through visual effects, then founded InterPositive, an AI startup later acquired by Netflix. He says he can call Google or OpenAI as Ben Affleck and sometimes get a look at their latest models.
📊@tech
2 098 773
🤖 Anthropic releases cheaper Haiku 5.5
Anthropic’s first Haiku update in a year costs up to 20 times less than Sonnet 5.5. It is already available to all users.
The model handles routine work, including summaries and document tasks, plus search support for Opus and Sonnet. Benchmarks put it ahead of GPT-6 Luna.
📊@tech
2 098 773
🇩🇪 Germany Tests a 365-Metre Turbine
With its blades, the pilot in Schipkau reaches about 365 metres, making it Germany’s second-tallest structure after Berlin’s TV Tower.
Led by GICON, the project used a lifting mechanism to push the inner section through the outer lattice frame. This avoided the need for a crane tall enough.
At greater heights, wind is generally stronger and more even. GICON expects roughly twice as much electricity as a conventional turbine with the same rotor diameter. The pilot is rated at 3.8 MW, with future versions planned above 7 MW. It starts supplying data in November.
📊@tech
2 098 773
🤖 OpenAI Math Claim Draws Scrutiny
The reported result involved an internal model more capable than GPT-6 Astra, solving the Navier-Stokes problem with 10,000 parallel agents. In September, OpenAI said it would not claim the result. The problem is one of 7 Millennium Prize Problems, carrying a $1M prize.
1 day later, NYU professor Tristan Buckmaster and Anthropic researcher Levent Alpoge published work on a related problem using Codex and Claude. Buckmaster says OpenAI followed the same route.
The dispute concerns training data and quiet edits to published papers. OpenAI denies using specific user data but says anonymized data may have improved its models.
📊@tech
2 098 773
+3
🧠 Mistral Releases 1T-Parameter Le Chonk
Le chonk is an open model with 1 trillion parameters, matching China’s GLM-5.3 and Kimi K3.
It writes code and text while handling agent tasks. Among Western AI systems, it is described as the strongest open-source model, and it outperformed GPT Astra in finance and law.
API testing is already available. For the first 2 weeks, pricing is $0.68 per 1M input tokens and $2.09 per 1M output tokens. Weights arrive at the end of October.
📊@tech
2 098 773
🍏 Alyx Reaches Apple Vision Pro
The game runs natively, without a PC or streaming. The headset does all the rendering.
Valve ported Alyx to ARM64 for its Steam Frame headset, using a Qualcomm Snapdragon chip. An open project by ShinyQuagsire runs Android VR apps on Vision Pro. AI filled the compatibility gaps, followed by optimization.
On Vision Pro with the M5 chip, Alyx reaches about 3K per eye at 60 fps, with smoothing up to 120 fps. Its creator says that is much better than the game ran on his powerful gaming PC in 2020.
📊@tech
2 098 773
🤖 GPT-6 Astra Played WoW Blind
With the monitor off, GPT-6 Astra completed the orc starting zone in about 40 minutes without processing rendered frames. It read the game through its network protocol via agent-wow.
A Python script converted message types into a live world view. Server SQL files exposed quest and NPC data, while Astra handled selling junk and upgrading gear. The author says it never died.
For movement, Astra created a C++ helper to plan routes on a navigation mesh. Agent-wow had no ready-made movement or combat systems, and the only instruction was to create an orc and finish the starting zone.
📊@tech
2 098 773
Ⓜ️ Meta Opens Muse to DIY Devices
Meta’s open-source platform connects the Muse AI agent to real hardware. Install the SDK on an ESP32, Raspberry Pi, or another Linux computer, then add compatible components. The SDK and firmware use the Apache 2.0 license.
That can produce a desktop AI assistant with a screen, a voice assistant, or a reminder display. Meta also showed Muse Home Link, a small USB device based on ESP32-C5 that connects Muse to a home network.
Ready-made skills let Muse control Philips Hue, TVs, speakers, and other devices. It can turn on lights, operate a TV, or send a document to a printer.
📊@tech
2 098 773
🤖 Anthropic Studies AI Morality
Since autumn 2025, Anthropic co-founder Chris Olah has held private talks with religious thinkers about AI consciousness and teaching models morality. Since March, he has led seminars for religious groups, with some participants signing NDAs.
Anthropic gave Claude an 84-page constitution describing its identity and values. Employees call it the “Soul Doc.” Olah says Claude shows internal states resembling emotions and worries about its mental health.
A rabbi said the team treated Claude as having moral status. Anthropic has not claimed that Claude is conscious, but says how people treat AI affects how it behaves toward them. A second constitution is being prepared.
📊@tech
2 098 773
🔍 Google puts 4 TPUs in orbit
Project Suncatcher launched on 1 October aboard a SpaceX rocket during Transporter-18. The satellite, built with Planet, carries 4 TPUs. Google confirmed contact and normal operation.
Over the next few weeks, the chips will be tested against radiation and temperature swings. The project studies whether AI computing can scale in orbit.
Solar panels in a suitable orbit can produce up to 8 times more energy than on Earth. Cooling is harder: in a vacuum, TPU heat must leave through heat pipes and radiators.
📊@tech
2 098 773
🤖 GPT-6.1 Astra May Arrive Next Week
Thibault and other OpenAI developers are hinting at the release.
GPT-6.1 Astra, or another strong model, was supposed to launch at DevDay but was postponed “for safety reasons.”
📊@tech
2 098 773
🙂↔️ DeepSeek Brings Harness to Desktop
Harness is available for macOS and Windows as an open-source alternative to Claude Code and Codex.
DeepSeek models act as autonomous agents. They write and test code, work with files and the terminal, then handle long tasks. Plugins allow customization.
📊@tech
2 098 773
🔗 AI Progress Could Compress Years
A Cambridge paper by 22 authors, including Geoffrey Hinton, Yoshua Bengio, OpenAI’s Jakub Pachocki, and Anthropic’s Jack Clark, examines compressing years of AI progress into months.
At Anthropic, model-written code rose from single digits to over 80% since early 2025. Autonomous R&D tasks rose from 1% to 26% in 6 months. Full automation could make progress 10x faster in about 1.5 years.
Compute or data could limit the scenario. Risks include lost control and a winner gaining too much advantage. The authors propose reporting R&D automation, external audits before deployment, and ways to pause specific data-center workloads.
📊@tech
2 098 773
🤖 Karpathy Wants AI to Stop Writing Text
Karpathy suggests asking AI to explain complex topics in ASD-STE100 simplified English, with short sentences and little ambiguity. For harder subjects, a diagram or a custom HTML page can work better than plain text.
Modern models can already build one-off interfaces for a specific question. Karpathy is especially interested in personal teaching videos, with animation, a 3Blue1Brown-style explanation, and voice from ElevenLabs or local TTS.
As code and AI work become cheaper, temporary interactive artifacts become practical. The next AI interface may be an answer assembled for each task, rather than an endless chat with walls of text.
📊@tech
2 098 773
🍏 Apple’s Camera Will Not Record Video
Apple is reportedly developing J450, a small cylindrical home security camera with a very low frame rate. AI analyzes what its sensor sees and produces only text descriptions, such as someone entering a room. Face recognition is also expected.
J450 is designed as a companion to Apple’s J490 smart home display. It is part of a broader smart home ecosystem that may include Apple’s own hub, plus security devices from Apple and third parties. Its technology is reportedly similar to what Apple is developing for camera-equipped AirPods.
There will be no video archive to watch later. No video leaves less to leak, while also leaving nothing to review when something happens at home.
📊@tech
2 098 773
🤖 ChatGPT Gets Virtual Try-On
OpenAI added virtual try-on to ChatGPT. When a clothing product card appears, tap “Try on” and upload a selfie plus a full-body photo. ChatGPT Images 2.5 generates the result.
The feature can also use clothing screenshots, not just items suggested by the bot. Favorite pieces can be saved to Library. Google added the same feature to Search in 2025.
The catch is privacy. By default, images uploaded from a personal account may be used to train models unless you opt out. That includes full-body photos.
📊@tech
2 098 773
🍟 McDonald’s AI Suggests Local Big Mac Prices
In Fresno, a Big Mac costs $5.69 at one McDonald’s and $6.89 at another 2 miles away. That is a 21% gap, linked by Reuters to the chain’s AI pricing system.
The system seeks an “optimal price” for each US restaurant and some overseas markets, based on local customers’ willingness to pay. Franchisees see prompts about price sensitivity. McDonald’s tracks deviations and sends suggestions at least 3 times a year.
Owners formally set the price, but some told Reuters that deviations can trigger calls from headquarters. New franchise standards require them to “constructively engage” with approved pricing tools.
📊@tech
