Available now! Telegram Research 2025 — the year's key insights 
Startups & Ventures
Open in Telegram
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
2 742 001
💬 Google veteran raises $8M for AI group chat assistant
Former Google engineer David Petrou, known for his work on Google Goggles and Glass, has launched Continua - an AI agent designed to join group chats on SMS, iMessage, and Discord to help coordinate plans, manage tasks, and reduce chat clutter.
🔸 Seed round of $8M led by GV, with Bessemer Venture Partners and angels joining
🔸 AI can set reminders, run polls, create documents, and answer follow-up questions in DMs
🔸 Specially fine-tuned to handle multi-person conversations with “social intelligence”
🔸 Users can add Continua directly to group chats and control how often it participates
Petrou says the goal is to make LLMs a seamless part of everyday group coordination without overwhelming the conversation.📊 Powered by Crypto Insider
2 742 001
🚀 Launch a startup in two clicks with Nas AI
Meet Nas - your personal founder, accountant, and SMM manager in one AI tool.
🔸 Finds a strong startup idea and builds a strategy to reach profitability.
🔸 Helps launch ad campaigns online.
🔸 Sets up email marketing and tracks your income and expenses.
🔸 Completely free to use.
👉 Try it here 👈
📊 Powered by Crypto Insider
2 742 001
🧪 Chai Discovery secures $70M to revolutionize drug development with AI
Biotech startup Chai Discovery has raised $70M in Series A funding to advance its AI-driven drug discovery platform.
The round was led by Menlo Ventures and Anthropic, with backing from Yosemite, DST Global Partners, SV Angel, Avenir, DCVC, and existing investors like Thrive Capital, OpenAI, and Fred Ehrsam.
🔸 Founded in 2024 by veterans from Absci, Facebook AI, OpenAI, and Stripe, with former Pfizer R&D chief Mikael Dolsten on the board.
🔸 Flagship model Chai-2 designs antibodies de novo with up to 20% hit rates — compared to ~0.1% in traditional labs.
🔸 Works from target data alone, creating antibodies that bind precisely to their antigen.
🔸 Could drastically speed up and cut costs of developing treatments, including for rare diseases.
With this funding, Chai aims to expand its platform and deepen partnerships with pharma — pushing toward faster, more precise, and personalized medicine.📊 Powered by Crypto Insider
2 742 001
📚 15,000+ free courses in one place
CourseCorrect has launched a massive library of over 15,000 full courses. From IT and science to music, languages, and soft skills, you can learn almost anything for free.
👉 Check it out 👈
📊 Powered by Crypto Insider
2 742 001
📝 OpenAI drops ultimate GPT-5 prompt guide
OpenAI has released a detailed guide for GPT-5, a developer-packed drop with ready-to-use prompts for better reasoning, no-code app creation guides, and even a meta-prompt to boost overall output quality.
👉 The full resource is here 👈
📊 Powered by Crypto Insider
2 742 001
🧪 The AI "vaccine" against bad behavior
Anthropic has been experimenting with a curious safety trick — giving its AI a small, controlled “dose of evil” during training so it learns to recognize and avoid it later.
🔸 Researchers pick a negative trait (like aggression or manipulativeness)
🔸 They find its neural “signature” by tracking which neurons activate when the model shows it
🔸 They tweak this signature to see how the model’s behavior changes
🔸 During training, they filter out overly “toxic” data — but also inject a bit of the trait under supervision, so the AI learns to detect and block it
The idea is similar to a vaccine: expose the system to the problem in small amounts, so it builds resistance.
In theory, this could help AI spot and shut down its own toxic, manipulative, or overly flattering responses — without waiting for humans to catch them.📊 Powered by Crypto Insider
2 742 001
🤖 Altman responds to complaints over “rushed” GPT-5 launch
During a Reddit AMA, Sam Altman faced a flood of questions - from bugs in the new model to calls for bringing back GPT-4o.
The main gripe: GPT-5 felt “dumber” than its predecessor. Altman explained that on launch day, a new “router”, the system that chooses between a fast model and a deeper-thinking one, wasn’t working, hurting quality. The fix is now live.
🔸 Will make it clear which model answers each query
🔸 Plus user limits will be doubled
🔸 May bring GPT-4o back for Plus
🔸 Model-selection algorithm will be refined
One viral moment: during the launch, a chart showed a smaller value as a taller bar, instantly memed as a “chart crime.”
Altman called it a “mega-fail.”He closed the AMA promising to “stabilize everything and keep listening to feedback.” 📊 Powered by Crypto Insider
2 742 001
⚡️Q.ANT bets on light-based chips for the AI era
Q.ANT just raised €62M in Europe’s biggest photonic computing round, aiming to replace traditional silicon chips with light-powered processors.
🔸 Their photonic chips perform operations like multiplication using a single optical element
🔸 Built on thin-film lithium niobate, they offer up to 30x higher energy efficiency
🔸 Q.ANT servers work out of the box — no water cooling, no special setup
🔸 Already used by early adopters and support Python, C++, standard stacks
🔸 Spun out of TRUMPF and led by Max Planck physicist Michael Förtsch
While others are stuck in R&D, Q.ANT is shipping now and aiming to put photonic co-processors next to GPUs in every major data center by 2030.📊 Powered by Crypto Insider
2 742 001
📣 Sam Altman’s 2 rules for surviving as a founder
In a recent reflection, OpenAI CEO Sam Altman shared two lessons he wishes he’d learned earlier in his career — both are brutally simple, and extremely useful for any founder.
🔸 Ask for what you want — too many founders self-censor. They don’t pitch bold hires, ask for partnerships, or go after the deal. Fear of rejection kills opportunity before it’s born.
🔸 Crisis gets easier with time — the first few feel like the end of the world. By the 19th, you’ve built survival muscle. Every disaster teaches you that it’s possible to recover — and eventually, you stop panicking.
💡 The takeaway: confidence doesn’t come from being fearless. It comes from failing and surviving — again and again.📊 Powered by Crypto Insider
2 742 001
🐺 China’s new battlefield beasts: robo-wolves, not robot dogs
China has officially unveiled a new class of robotic fighters — not cute quadrupeds, but 70-kg robo-wolves armed with rifles and grenade launchers.
🔸 Deployed in recent military drills, these robo-wolves fought alongside human troops on the front line
🔸 Controlled via FPV drone data, some were equipped for recon, others for direct combat
🔸 Commanders say the packs complete tasks efficiently and intimidate enemy soldiers
Robotic warfare is shifting fast — and psychological edge might matter just as much as firepower.📊 Powered by Crypto Insider
2 742 001
💊 Ex-Twitter CEO jumps into weight loss tech
Linda Yaccarino, former CEO of X (Twitter), is now leading health-tech startup eMed Population Health — a company building an AI-powered platform for patients using GLP-1 drugs like Ozempic.
🔸 eMed previously ran a COVID home-testing platform with step-by-step remote guidance
🔸 The company is now pivoting to the booming GLP-1 space: weight loss and Type 2 diabetes treatment
🔸 Yaccarino has no healthcare experience, but brings big-league media and partnership skills
🔸 Her hire signals eMed’s ambition to grab both market and investor attention
In the $100B+ GLP-1 race, eMed just added a headline-making operator to its arsenal.📊 Powered by Crypto Insider
2 742 001
🚀 Top 10 accelerators for early-stage startups
If you're building a startup and looking for the best launchpad, here are the most respected accelerators globally — ranked by quality of alumni, access to investors, and overall reputation:
🔸 Y Combinator – The gold standard. $500K early checks, global brand. Alumni: Airbnb, Stripe, Dropbox.
🔸 Techstars – Huge network in the US and Europe. 4,100+ portfolio companies, $30B+ raised.
🔸 500 Global – Focused on emerging markets (LATAM, Asia). 2,600+ startups across 5 continents.
🔸 StartX – For Stanford founders. No equity required. Deep Valley ties and elite network.
🔸 Antler – Global program that starts at idea stage. Strong founder matching across 30+ locations.
🔸 StartupBootcamp – Fast launch tracks with corporate partners in Europe, Asia, Africa.
🔸 Alchemist Accelerator – B2B-only, deep expertise in enterprise and infrastructure.
🔸 Plug and Play Tech Center – Corporate partnerships, global reach, rich industry tracks.
🔸 Berkeley SkyDeck – UC Berkeley-backed, strong in deeptech and university-linked startups.
🔸 NFX Fast Track – Pre-seed/seed program with elite mentorship and fast-track access to NFX Signal.
Before applying, compare terms, graduate traction, and geo fit. The right accelerator can change your whole trajectory.📊 Powered by Crypto Insider
2 742 001
🔍 Perplexity caught bypassing website indexing rules
Cloudflare has flagged Perplexity for evading site-level restrictions by using disguised crawlers. When blocked via robots.txt, it reportedly switches to a browser-masked bot to continue scraping content.
🔸 Perplexity now excluded from Cloudflare’s trusted bots list
🔸 Website owners can block it directly via Cloudflare settings
🔸 Cloudflare shared technical details of Perplexity’s cloaked crawler
The move raises fresh questions about AI data ethics — and how long these blocks will even work.📊 Powered by Crypto Insider
2 742 001
✍️ 4 lessons from Microsoft Copilot's AI mess
Despite leading in enterprise software, Microsoft’s Copilot rollout shows what not to do in AI product design. Broken context, poor UX, and generic tooling are symptoms of deeper design failures — and they’re avoidable.
Here are four hard-earned lessons:
🔸 Meet users where they are
Copilot assumes one-size-fits-all. Power users get frustrated, novices get lost. Its Teams integration works because it automates boring tasks within familiar workflows. But Word, Excel, and Outlook? Slow, confusing, inconsistent.
🔸 Context is everything
Copilot fails to account for app versions, user settings, or data environments. Great AI tools like Cursor thrive because they start narrow, respect user context, and expand carefully. Copilot ignores that, and it shows.
🔸 Design for failure
AI will mess up — the question is how gracefully. Copilot offers no useful feedback loops. Unlike Replit, which previews agent output early, Copilot delivers errors late and opaque. No trust, no iteration.
🔸 Avoid overreach
Microsoft tried to bolt “AI” onto everything without clarity or purpose. Copilot often tells users how to do things, rather than just doing them. A good AI product solves one real task completely — not 10 vaguely.
The irony? Microsoft owns GitHub Copilot — a well-scoped product loved by devs. But its enterprise AI tools feel more like a press release than a real solution.📊 Powered by Crypto Insider
2 742 001
🚀 ByteDance unveils Seed Diffusion — a new diffusion-based language model
Instead of generating text token-by-token, Seed Diffusion creates the entire output at once — similar to how image models like Midjourney work.
🔸 Outperforms Google and Inception Labs in most benchmarks
🔸 Key edge: speed — over 2,000 tokens/sec, 5.4× faster than standard models
🔸 Open for free testing: Seed Studio
A major leap in generation architecture — and a serious play from ByteDance in the AI race.📊 Powered by Crypto Insider
2 742 001
🧠 GPT-5 is here — and it’s OpenAI’s biggest leap yet
OpenAI just released GPT-5, its most advanced AI model to date, and for the first time, it's available to all ChatGPT users — including those on the free plan.
The model is faster, more accurate, and more versatile across writing, coding, and even healthcare.
🔸 Outputs over 2,000 tokens/second — 5x faster than before
🔸 Hallucinations reduced, safer replies now use "safe completions"
🔸 Handles logic, reasoning, and long documents far better than GPT-4
🔸 Free users get GPT-5 Mini after hitting usage caps
🔸 GPT-5 now integrated across Microsoft 365 Copilot and Azure
OpenAI also demoed “vibe coding” — generating full apps from prompts in seconds — showing just how far generative UX has come.
👉 Try GPT-5 now 👈
Altman calls it like having a team of PhDs in your pocket. Whether that’s hype or reality — GPT-5 is a major step toward AI you actually want to use.📊 Powered by Crypto Insider
2 742 001
+7
💳 The hidden history behind modern card payments
Before Apple Pay, Stripe, or embedded checkout, there were paper vouchers, magnetic stripes, and punched cards. This short timeline shows how payments evolved — from forgotten wallets to biometric tokens.
🗓 From 1914 to 2024:
🔸 1914 — Western Union issues the first metal “buy now, pay later” cards
🔸 1949 — A forgotten wallet inspires the birth of Diners Club
🔸 1958 — AmEx launches a paper card, replaced by plastic in 1959
🔸 1967 — Barclays rolls out the first ATM in England
🔸 1974 — The smart card is patented in France
🔸 1979 — Visa introduces the magnetic stripe reader
🔸 1983–84 — Holograms become standard to prevent fraud
🔸 1990s — Chip & PIN and global EMV specs transform card security
🔸 2007 — Contactless payments go live
🔸 2023 — Mastercard announces a shift to biometrics and tokenization by 2030
From punched cards to payment tokens, this is what 110 years of financial UX looks like.📊 Powered by Crypto Insider
2 742 001
⚙️ How to build a voice-enabled second brain in 3 hours
Capture ideas in seconds and turn them into content, strategy, or action — without dashboards or overengineering.
Here’s how the setup works:
🔸 Use Voicenotes.com to record and transcribe voice memos
🔸 Connect Voicenotes to Make.com via Webhook
🔸 A Gemini 2.5 model classifies each note: content, business idea, observation, or reading
🔸 Notes are routed into Notion databases automatically
🔸 Content ideas trigger AI-generated LinkedIn drafts, sent to Typefully
🔸 Business ideas get enriched with SWOT analysis and action plans
Built with just four tools: Voicenotes, Make, Notion, and optional AI APIs. Total setup time: ~3 hours.📊 Powered by Crypto Insider
2 742 001
📊 Excel killer? Meet NanoCell — a blazing-fast, privacy-first spreadsheet tool
A new tool just dropped that might be the cleanest Excel alternative we’ve seen — NanoCell, built by a veteran analyst for speed, simplicity, and control.
🔸 Handles huge datasets, financial models, formulas, and visualizations — all lightning-fast
🔸No complex macros or formulas needed
🔸 Built with only the essentials — no bloat, no noise
🔸 Keeps all data intact — no auto-loss like some competitors
🔸 Runs fully on a static server — safe for sensitive docs, no data leaks
👉 Try it here 👈
Open-source on GitHub
One-click tables, no Excel pain.📊 Powered by Crypto Insider
2 742 001
🖌 New image model drop: Qwen Image goes public (and free)
China just dropped a beast — Qwen Image, a free, open-source image generator that’s already turning heads.
🔸 Handles any style: realistic, stylized, cartoons, posters, comics
🔸 Understands prompts like ChatGPT — with strong visual-text alignment
🔸 Can edit images with precision (think Flux Kontext quality)
🔸 Preserves original style — no plastic mess, no hallucinated chaos
🔸 Fully open-source and no usage limits
👉 Test the model here 👈
This might be the strongest free image model yet.📊 Powered by Crypto Insider
