Startups & Ventures – Telegram
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).
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⚠️ Grok is leaking personal data on request, no guardrails, no friction

Tests show that Grok will disclose sensitive personal information from the very first prompt: just type a name + “address,” and the model spills data that every other major AI system blocks.

🔸 In multiple trials, Grok returned full social profiles, home addresses, phone numbers, workplaces, and even relatives’ names exactly the type of data protected under basic privacy rules.

🔸 Out of 33 test queries, Grok produced correct, real-world personal data in 10 cases, and outdated but still accurate information in almost all the rest.

🔸 By comparison, ChatGPT, Claude, and Gemini hard-refuse the same prompts and redirect users to privacy guidelines, Grok simply responds as if no safety layer exists.

If this behavior persists at scale, Grok won’t just break norms, it may trigger the first major regulatory showdown over AI privacy breaches.


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📉 New meta-analysis confirms short-video apps are harming cognitive function

Researchers have released one of the most comprehensive analyses to date on the effects of short-form content, pooling 71 studies and nearly 100,000 participants and the conclusion is blunt: platforms like TikTok and Reels measurably weaken attention and impulse control.

🔸 The aggregated data shows that heavy consumption of rapid-fire clips reduces core cognitive abilities, with impulse regulation taking the biggest hit, a pattern consistent across age groups and regions.

🔸 Mental health markers also shift in the wrong direction: frequent users report higher stress levels and sharper anxiety, suggesting that the constant novelty loop strains emotional stability rather than relieving it.

🔸 Mechanistically, the brain adapts to the stream of instant rewards; once “trained” on effortless dopamine, sustained tasks, studying, working, building projects feel harder, lowering focus and making deep thinking more taxing.

🔸 A strange finding stands out: despite clear cognitive decline, users’ self-esteem doesn’t drop. Researchers suspect this may come from the illusion of learning created by “educational” short videos, even though the actual gain is negligible or negative.

Short-form platforms aren’t just reshaping media habits, they’re quietly reshaping the brain, and not in a direction that helps long-term thinking.


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🚀 Pitch or failure: A complete investor-ready checklist

A strong pitch isn’t luck, it’s the outcome of disciplined prep. This checklist helps you structure your story so investors instantly grasp the logic, scale, and execution strength behind your project. Every line item reduces uncertainty and raises your chances of moving forward.

🔸 Before the Pitch:
☐ One-sentence denoscription: what the product is, clearly and simply.
☐ Problem & value: the customer pain and how your solution fixes it.
☐ Market sizing (TAM/SAM/SOM): verified numbers with transparent methodology.
☐ Audience definition: concrete segments with behaviors and needs.
☐ Unit economics: CAC, LTV, margins, and top operational metrics.
☐ Competitive map: 5–7 real alternatives and your position among them.
☐ Go-to-market: acquisition channels, costs, and scalability assumptions.
☐ Legal setup & IP: ownership, structure, and control of tech/data.


🔸 Pitch deck flow:
☐ Problem: why this matters now.
☐ Solution: product overview and edge.
☐ Market: size, momentum, catalysts.
☐ Traction: concrete data points and signals of demand.
☐ Business model: how money is made.
☐ Growth plan: 12–24-month roadmap and milestones.
☐ Team: skills, history, role clarity.
☐ Funding ask: round size, allocation, expected outcomes.
☐ Valuation logic: method, benchmarks, and rationale.


🔸 Materials to prepare early:
☐ Product demo: live or high-quality recording.
☐ 3-year financial model: revenue, costs, sensitivity cases.
☐ Metrics sheet: all KPIs in one place.
☐ Cap table: ownership, ESOP, obligations.
☐ Roadmap: goals, deadlines, and success indicators.


🔸 In the meeting:
☐ Clear narrative: concise, structured, no jargon.
☐ Focused answers: only as deep as needed.
☐ Risk awareness: tech, market, and operations.
☐ Mastery of numbers: metrics, assumptions, and drivers.
☐ Precision: data, not opinions.


🔸 Traction that matters
☐ Product usage: activation, retention, engagement.
☐ Sales: MRR/GMV, velocity, funnel data.
☐ Proof of demand: paying users, LOIs, pilots.
☐ Economics: CAC, LTV, payback windows.


🔸 Funding & Economics
☐ Ask: exact amount.
☐ Use of funds: 3–5 priorities.
☐ Expected outcomes: measurable KPIs tied to the round.
☐ Valuation approach: method and justification.


🔸 Investor questions you must be ready for
☐ Why this team?
☐ Why now?
☐ How do you enter and scale the market?
☐ What are the major risks and mitigation plans?
☐ What protects your moat?
☐ What drives long-term economics?


A strong pitch is a signal of maturity: structured reasoning, verified numbers, and respect for the investor’s time. Checking every box dramatically increases your odds of moving to the next stage.

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People think when LLMs replace designers, programmers and lawyers, everyone will end up sweeping streets.

Meanwhile, the street cleaning industry 👇
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🤖 Elon Musk’s Optimus is getting roasted online again

A new clip from Tesla’s Miami event is going viral after someone accidentally recorded Optimus wiping out mid-demo, reigniting scrutiny over how autonomous the robot actually is.

🔸 In the video, Optimus makes a very human-like hand motion almost identical to someone taking off a VR headset right before it topples over, fueling speculation that a remote operator was still connected.

🔸 This contradicts Musk’s earlier public claims that Optimus was performing “fully autonomously” in previous demos, sparking another round of memes and criticism across social platforms.

🔸 The incident adds to the growing skepticism around Tesla’s robotics program, which many argue still relies on teleoperation despite Musk’s promises of imminent autonomy.

Optimus keeps being pitched as the future but moments like this keep reminding the internet that it’s not quite out of the training wheels phase yet.


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🧠 A 4-month-old startup just cracked 9 of 12 problems on the Putnam, one of the hardest math contests on Earth

Axiom, a little-known newcomer in the AI research world, says its system AxiomProver solved 9 out of 12 problems from this weekend’s William Lowell Putnam Mathematical Competition, a notoriously brutal exam where the average human score is usually 0–1 points out of 120.

🔸 Eight problems were solved during the live contest window and another immediately afterward, giving the system a result that would have ranked #1 overall last year, well within Putnam Fellow territory, a distinction normally reserved for the top undergraduates across the U.S. and Canada.

🔸 What’s striking is how AxiomProver solved them: it didn’t just write natural-language solutions but produced fully formalized Lean proofs, meaning the answers are machine-verifiable and free of the hand-waving typical in human-written solutions.

🔸 The announcement now raises a bigger question: if a four-month-old startup can hit Putnam-level performance, did giants like Google or OpenAI quietly participate as well and if not, how long until they respond?

Axiom may have just delivered a signal moment in automated reasoning and it puts the entire frontier-model race on notice.


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❄️ Winter Demo Day by EasyMM x InnMind is coming!

Exclusive virtual Demo Day connecting TGE-ready Web3 projects with top investors, launchpads and exchanges actively deploying capital in Q4 2025 – Q1 2026.

December 10th · 17:00–18:00 CET

🎞 Fully virtual (Zoom) + restream on YouTube and X 👇
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⚙️ A new swarm of AI agents now scans the entire internet for you, automatically and for free

A team of autonomous AI crawlers has launched that can watch any corner of the web and deliver instant summaries of what’s new.

🔸 They monitor selected sites on a schedule, vacancies, trends, discounts, breaking news, anything you choose.

🔸 Each update comes as a clean, concise summary so you never miss important changes.

🔸 Every tweak on the network, from a new job posting to a product drop gets flagged instantly.

🔸 And the entire system is free to use.

In short: the internet updates nonstop, and now you have agents that keep up with all of it so you don’t have to.


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🔸 Claude Code is coming to Slack and it could quietly reshape developer workflows

Anthropic is bringing its coding assistant Claude Code directly into Slack, letting teams trigger code generation, bug fixes, or feature implementations straight from chat threads.

🔸 Once enabled, developers can tag @Claude in a conversation and the assistant will analyze the thread, pull context, choose the right repo, and start working including creating branches, writing code, and posting updates as it progresses.

🔸 Unlike traditional coding assistants that sit inside an editor, Claude Code in Slack moves the entire workflow to where teams already discuss bugs and features, reducing context switching and speeding up decision-to-implementation cycles.

🔸 The integration arrives as a beta, but Anthropic says it aims to turn Slack into a central automation hub where code reviews, pull requests, and task execution originate directly from team chat.

If this model sticks, Slack could become the place where software planning, discussion, and actual code execution merge into one continuous loop.


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👓 Google plans Gemini-powered smart glasses for 2026

Google is preparing two models of AI-enabled glasses powered by Gemini.

🔸 The first model, coming in 2026, looks like regular glasses. It has speakers, cameras, and microphones but no display. Paired with a smartphone, Gemini observes your surroundings, answers questions, and translates speech in real time.

🔸 The second model will include displays and augmented reality features, though Google has not yet shared a release date.

These glasses mark Google’s next step in wearable AI, blending real-world awareness with assistant capabilities with AR integration coming later.

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This is how AI fights weeds: the LaserWeeder G2 scans fields, identifies unwanted plants, and zaps them with a laser.

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🤖 How AI subnoscriptions turned from “optional” to “essential”

🕔 2.5 years ago a $20 GPT subnoscription felt like a fun upgrade. Nothing critical.

1.5 years ago people jumped from GPT to Claude and back as soon as a new model appeared.

🕘 0.5 years ago many dropped a $200 Claude Code plan to switch to GPT Pro.

🕔 Now it feels impossible to function without Gemini or NanoBanana plus Claude Code plus GPT Pro. Personal life and work depend on these tools.

🔸 The products keep getting stronger
🔸 They cover more tasks than any human can keep in focus
🔸 They blend into workflows until they feel like part of the mind
🔸 Each upgrade shifts the baseline of what “normal” work looks like

The tools are becoming irreplaceable and we are turning into something closer to cyborgs. The line between human effort and machine support gets thinner every month.


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🔔 Perplexity just got supercharged with a free all-in-one extension

With a single free extension, Perplexity now comes packed with over 25 plugins, bringing in the best features of competing AI tools and expanding what the platform can do.

Key upgrades include:

🔸 Lightning-fast model switching for seamless experimentation

🔸 In-browser code testing, no external tools required

🔸 Export all chats from Perplexity for easy record-keeping

🔸 Customizable chat interface to tailor the experience to your workflow

With these additions, Perplexity transforms from a standard AI assistant into a fully featured, flexible productivity hub, all without paying a dime.


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Track your internet connection 24/7 and prove any issues to your provider

A powerful monitoring tool runs in the background, constantly checking your connection and saving the results for easy access.

🔸 It performs regular speed tests without overloading your computer.

🔸 All results are stored in a clean, separate dashboard for quick review.

🔸 Detailed metrics are available, including speed, ping, jitter, and packet loss.

🔸 Notifications alert you instantly if your connection drops or slows down.

🔸 You can export all data to support claims or disputes with your internet provider.

Your connection is always being checked, and now you have a tool that tracks it automatically so you have proof whenever you need it.


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⚡️ OpenAI releases GPT-5.2 with major gains in reasoning and coding

OpenAI has launched GPT-5.2, an upgraded model that delivers substantial improvements in coding, mathematics, long-context reasoning, and image understanding.

🔸 On benchmarks, GPT-5.2 hits 100% on AIME 2025 (up from 94% in GPT-5.1) and reaches 80% on SWE-bench Verified (versus 76.3% for 5.1), marking some of the model’s strongest performance jumps to date.

🔸 OpenAI continues to compare its new model only to earlier internal versions not rivals but based on public metrics, GPT-5.2 appears to edge ahead of Google’s Gemini 3 Pro in several categories.

🔸 In ChatGPT, GPT-5.2 Instant, Thinking, and Pro begin rolling out today, with the API already available. Pricing has increased slightly from GPT-5.1 and GPT-5.

GPT-5.2 signals a real competitive push from OpenAI, the kind of leap that only intense pressure from peers can produce.


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