Available now! Telegram Research 2025 — the year's key insights 
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).
Show more📈 Analytical overview of Telegram channel Startups & Ventures
Channel Startups & Ventures (@tech) in the English language segment is an active participant. Currently, the community unites 2 744 504 subscribers, ranking 22 in the Technologies & Applications category and 48 in the International region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 2 744 504 subscribers.
According to the latest data from 18 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -162 845 over the last 30 days and by -5 394 over the last 24 hours, overall reach remains high.
- Verification status: Verified (Officially confirmed by Telegram)
- Engagement rate (ER): The average audience engagement rate is 0.20%. Within the first 24 hours after publication, content typically collects 0.12% reactions from the total number of subscribers.
- Post reach: On average, each post receives 5 484 views. Within the first day, a publication typically gains 3 362 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 501.
- Thematic interests: Content is focused on key topics such as claude, openai, gemini, insider, developer.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“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).”
Thanks to the high frequency of updates (latest data received on 19 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
2 744 504
Subscribers
-5 39424 hours
-42 9117 days
-162 84530 days
Posts Archive
2 744 504
💼 OpenAI to launch AI-focused jobs platform
OpenAI has announced OpenAI Jobs Platform, a hiring service where companies can find talent skilled in working with AI - from beginners to expert prompt engineers.
🔸 Platform will match business needs with candidates’ AI skills
🔸 Job seekers can take OpenAI’s own certification exam directly inside ChatGPT via Study mode
🔸 Official launch is planned for 2026
A move that could make OpenAI not just a model provider, but also a gatekeeper for the AI labor market.📊 Powered by Crypto Insider
2 744 504
🗂 72 AI tools in one cheat sheet
A fresh list is making the rounds on Twitter — 72 of the most useful AI services across key categories:
🔸 Image generation
🔸 Video generation
🔸 Text writing
🔸 Research & analysis
A handy one-stop cheat sheet for anyone working with AI. Worth saving.📊 Powered by Crypto Insider
2 744 504
🧠 Why LLMs hallucinate, according to OpenAI
OpenAI just published a rare research piece on one of the hottest issues in AI: hallucinations. The takeaway - they’re not mysterious at all, but a natural byproduct of how we train and test models.
🔸 Pretraining phase: models are forced to always predict the “most likely” next token. Saying “I don’t know” isn’t an option, and there’s no penalty for making things up.
🔸 World randomness: some facts (like birthdays or serial numbers) are inherently unpredictable. Models can’t “learn” them.
🔸 Benchmarks: most evals score wrong and skipped answers the same — 0. This incentivizes guessing over admitting uncertainty.
🔸 Garbage In, Garbage Out: data errors inevitably feed into outputs.
OpenAI’s fix? Change evaluation itself. Add “I don’t know” as a valid response, and reward honesty over confident fiction. With confidence thresholds (e.g. only answer if >75% sure), models would learn that admitting uncertainty beats hallucinating.
📊 Powered by Crypto Insider
2 744 504
🦷 Japan begins human trials for tooth regrowth drug
Japanese researchers have started Phase 1 trials of TRG-035, a drug that could regenerate lost human teeth. Conducted at Kyoto University Hospital, the study is a major step toward regenerative dentistry.
🔸 TRG-035 blocks the USAG-1 protein, reactivating dormant tooth buds
🔸 Early animal trials in mice, ferrets, and dogs showed successful new tooth growth
🔸 Human trials involve 30 adults missing at least one tooth, testing safety and dosage
🔸 Potential use cases include congenital tooth agenesis in children and age-related tooth loss
🔸 Commercial availability is projected around 2030 if trials succeed
If proven safe and effective, TRG-035 could transform dental care - shifting from implants and dentures to natural regrowth.📊 Powered by Crypto Insider
2 744 504
🛠 Build your own internet stronghold
A full toolkit of guides to help you become a truly independent internet user.
🔸 Launch a website on your own domain for free in just a few hours
🔸 Set up a private mail server and ditch Gmail
🔸 Run your own chat, social network, streaming platform - even a Monero node
Take control and build a fortified corner of the web.📊 Powered by Crypto Insider
2 744 504
🤖 Teaching a robot to ride, jump, and flip
At the RAI Institute, researchers are building the Ultra Mobility Vehicle (UMV), a bike-like robot designed to combine the speed of wheels with the agility of legs. The goal: give machines athlete-level movement through AI and reinforcement learning.
🔸 The robot’s lower half is a carbon fiber bike frame, while the upper “head” holds motors, compute, and power for jumps and flips
🔸 It weighs ~23 kg, can extend from 80 cm to 152 cm, and is engineered to survive crashes and rough landings
🔸 Sensors include IMUs, LiDAR, joint encoders, and cameras to track terrain and maintain balance
🔸 Reinforcement learning in simulation trains the robot for stunts like wheelies, continuous hopping, and one-meter flips
🔸 The team tackles the “sim-to-real gap” by randomizing parameters in training and modeling physical systems like motors and batteries
By blending robotics, AI, and athletic intelligence, UMV hints at machines that could one day navigate extreme terrain as effortlessly as human trial bikers. The next frontier: chaining skills into complex autonomous sequences.📊 Powered by Crypto Insider
2 744 504
🗣️ Altman vs Musk - the saga continues
In a new interview, Sam Altman was asked when he chose the world over corporate advantage.
His answer:
Well, we still haven’t added sex avatars to ChatGPT.The rivalry between Altman and Musk keeps delivering some of the best tech one-liners. Honestly, hard to imagine a better duel than these two. 📊 Powered by Crypto Insider
2 744 504
🚕 Tesla opens Robotaxi to the public
Tesla has launched its Robotaxi app for iPhone users, letting anyone join the waitlist for self-driving rides. Until now, access was limited to influencers and celebrities.
🔸 Service currently works only in Austin
🔸 All rides still have a human safety observer in the passenger seat
🔸 In Silicon Valley, Tesla is testing a different Uber-style format with a driver behind the wheel overseeing the system
The move marks Tesla’s first real step toward scaling autonomous ride-hailing beyond PR stunts.📊 Powered by Crypto Insider
2 744 504
🧮 Solve your math in a few clicks
Mathos is a simple helper for students that turns tough problems into clear, visual explanations.
🔸 Covers algebra, geometry, trigonometry, linear algebra, calculus, probability, and statistics
🔸 Accepts text, photos, PDFs, or voice input
🔸 Shows step-by-step solutions and builds graphs for clarity
🔸 Free to use
If you are buried under problem sets, this will save hours.📊 Powered by Crypto Insider
2 744 504
📱 AI Key wants to run your iPhone for you
Dafdef, a San Francisco startup known for its AI-powered smartphone browsers, has launched AI Key - a USB-C dongle that plugs into your iPhone and acts as a portable AI agent.
🔸 Works like a “mouse with eyes,” tapping, swiping, and typing across your apps
🔸 Handles tasks from booking hotels to ordering food, with step-by-step approval
🔸 Plans can be edited mid-flow — you stay in control at all times
🔸 No access to phone memory or payment data, reducing security risks
🔸 Already used by founders, creators, and researchers to cut repetitive work
A quirky step toward giving AI direct control of smartphones. The real question is whether users will trust an external agent with this much screen time.📊 Powered by Crypto Insider
2 744 504
🤖 Figure teaches Helix to load a dishwasher
Figure’s humanoid model Helix is showing how far general-purpose robotics can go. The same system that folded towels and sorted packages now loads dishwashers - no new algorithms, only new data.
🔸 Handles stacked plates, glasses, cluttered states
🔸 Uses two arms in sync for fragile reorientation
🔸 Recovers from slips and collisions without breaking flow
🔸 Learns new skills incrementally across domains
Loading a dishwasher might sound simple, but for robotics it combines perception, precision, and adaptability. Helix’s progress is another step toward humanoids that scale beyond demos into real-world use.📊 Powered by Crypto Insider
2 744 504
📊 Where the money flows in US startups
Crunchbase compared startup funding by state in 2025, and the picture is one-sided. California has pulled in well over $100B already, leaving New York, Massachusetts, and Texas far behind.
For founders chasing capital, the US map is simple. There’s California and then everyone else.📊 Powered by Crypto Insider
2 744 504
📞 Assort Health raises $26M to automate clinic calls
Assort Health is betting that millions of Americans will still pick up the phone to book a doctor. The startup built a generative AI platform that replaces human operators, handling patient calls and syncing them directly into clinic schedules and EMR systems.
🔸 Already live with 50+ clinics
🔸 Works 24/7, no apps required, just a phone number
🔸 Cuts admin load and reduces errors
🔸 Just closed $26M at a $750M valuation
The catch: phone-based scheduling is a shrinking channel. In cities, apps and AI agents already handle bookings. The long-term question is whether Assort is tapping into a sticky, underserved demographic or simply cashing in on AI hype before the phone goes extinct.
Would you call this smart timing or a misaligned bet on a dying habit?📊 Powered by Crypto Insider
2 744 504
💡A new culture in Silicon Valley
In past decades, "hustle culture" was optional. Today for 18–25 year olds in the Valley it has become the norm. Bars, drugs, and hookups are replaced with 12-hour workdays, 6–7 days a week.
Not grinding is what’s “uncool.”
This isn’t about a few outliers, it’s widespread and culturally reinforced. It means this generation may achieve far more than those before them.
The open question is what the long-term cost will be to health and psychology.
Or maybe that’s just how we justify not working as hard.
📊 Powered by Crypto Insider
2 744 504
📊 How startups feel in 2025
Mercury surveyed 1,500 founders and the results paint a mixed but telling picture of today’s startup economy.
🔸 87% feel more confident than in 2024, only 3% say things are worse
🔸 Startups with AI are far more optimistic (93% vs 71%)
🔸 27% raised over $5M, often combining VC with loans, grants, or RBF
🔸 61% are hiring, but among $5M+ revenue companies there are no solo founders
🔸 80% expect costs to rise in 2025, mostly due to AI and automation
AI has shifted from optional to required, funding sources are diversifying beyond pure venture, and teams are the real bottleneck to scale.
Optimism is back, but founders who overextend on AI spend or inflate metrics may find 2025 just as risky as 2022.📊 Powered by Crypto Insider
2 744 504
❕ China enforces AI content labeling
Starting September 1, China requires all AI-generated content from text and images to audio and video to be labeled. Platforms must apply both visible tags and hidden watermarks or metadata.
🔸 WeChat, Douyin, Weibo and RedNote have already rolled out the rules
🔸 Users must disclose AI use or risk account bans
🔸 Weibo now allows people to report posts without AI tags
For startups and creators this sets a precedent: AI output is now regulated at the content level, not just the model level.📊 Powered by Crypto Insider
2 744 504
🗣️ Grok code theft scandal
A former xAI engineer quit after allegedly stealing the entire Grok codebase and joining OpenAI. Musk confirmed the breach.
🔸 Before leaving, the employee cashed out $7M worth of xAI stock
🔸 xAI has already filed a lawsuit
🔸 Musk called it outright theft of company IP
Another chapter in Musk’s chaotic AI battles and a case study in how messy talent wars in this space are getting.📊 Powered by Crypto Insider
2 744 504
📖 Free AI courses from Anthropic
Anthropic has released a set of free courses that explain AI fluency in simple, structured ways. Worth checking out whether you’re teaching, learning, or just trying to catch up with the basics.
🔸 AI Fluency: Framework & Foundations
🔸 AI Fluency for Educators
🔸 AI Fluency for Students
🔸 Teaching AI Fluency
All courses are free and, in many cases, more useful than paid ones.
📊 Powered by Crypto Insider
2 744 504
⚡️ Hyperdrives powers up with €3M for next-gen EV motors
Munich-based Hyperdrives has raised €3M pre-seed to bring motorsport-level performance to mass-market electric motors. The round was led by Rethink Ventures with First Momentum, SDAC, Acequia Capital, 2100 Ventures, Prototype Capital, and angels.
🔸 Breakthrough tech: hollow-conductor cooling that channels coolant directly into copper windings, tripling current density compared to standard motors.
🔸 Proven traction: bootstrapped through 3 product generations, tested under harsh racing conditions, and hit €1M in 2024 revenue before outside capital.
🔸 Market scope: automotive (Hyperdrives One with SiC inverter), electric aviation, and marine.
🔸 Why it matters: combines record power density with scalability and cost efficiency, a critical bottleneck for mass EV adoption.
With fresh funding, Hyperdrives will validate durability, expand customer pilots, and prepare industrial-scale licensing deals with OEMs and Tier-1 suppliers. A startup blending racing DNA with OEM pragmatism is now chasing global electrification.
📊 Powered by Crypto Insider
2 744 504
💶 Scramble makes investing in consumer brands simple
Scramble is a European platform that lets anyone back fast-growing consumer companies and earn from it - without the noise of stocks or daily market tracking.
Each month, users get a curated batch of companies, and investments are automatically diversified.
🔸 Founder-backed loans, disbursed in stages to reduce risk
🔸 Group A: monthly repayments, up to 12.4% annually
🔸 Group B: higher risk, up to 25% returns
🔸 Scramble co-invests up to 20% in every batch
✨ New users get €10 for signing up, plus €5 bonus for every €100 invested.Positioned as a hands-off, lower-volatility way to grow capital, Scramble is betting on the appeal of consumer brands as a stable entry point for retail investors.
