Paul Hern“🤖ボッ”

[aZen @azen_protocol]

There’s always more than meets the eye. 👀

#aZen #DePIN

[UpRock @UpRockCom]

The internet isn't the same everywhere. Your AI shouldn't pretend it is.

Same website. Different country.

Different prices. Different search results. Different experiences.

Yet AI agents often rely on data retrieved from centralized servers, missing important local context.

UpRock AI takes a different approach.

→ Real devices in real locations
→ Multi-country web crawling and research
→ Structured, real-time web data
→ Direct integration through API and MCP

Instead of relying exclusively on data center infrastructure, your AI agent can access the web through real devices in the locations that matter.

Because understanding the internet means understanding what people actually see.

Real devices. Real locations. Real-world intelligence.

Give your AI agent a better view of the web.

[peaq @peaq]

Economics 2.0 Phase 2 is LIVE

Machines can now bond $PEAQ across chains, operators can pay with tokens they already hold, and rewards go directly to verified operators

The traction so far?

17.3M $PEAQ bonded. 2.5M machines activated.
Here's what's happening ↓

[Silencio | Voice Data for AI @silencioNetwork]

$100K in Q1. $300K in Q2. $640K in Q3. More than double, quarter over quarter.

$1.04M received in 2026 so far, from AI companies buying voice data this community recorded. Every client so far has ordered again.

With signed contracts still being delivered and paid out, 2026 is on track to close above $2M.

The $1M milestone is crossed: buybacks have been activated for Q4.

You recorded it. You transcribed it. The labs keep coming back for more of it.

[Teneo Protocol @teneo_protocol]

Keep your Beacon running!

[DeNet @DeNetPro]

🇯🇵 What Can Your Laptop Do in DeNet?

haya @NCocoa615h, one of our Datakeepers from Japan, runs a node on an everyday laptop and shares his DeNet experience with a Japanese-speaking audience.

We talked about his journey with DeNet, the reality of running a Datakeeper node, and why data ownership is a conversation worth having in Japan.

Discover DeNet through the eyes of one of its Datakeepers.

👉 Read the full interview: https://t.co/pZmsHa5A5N

[Perceptron Network @PerceptronNTWK]

A crowd can label a stop sign. It can't label a chest X-ray.

The AI data worth most needs doctors, lawyers and engineers. Labeling vendors struggle to find them.

A token-incentivized network can ask its own contributors. Perceptron's upcoming data quests start there.

[Teneo Protocol @teneo_protocol]

Today, we're launching the Live Web Data API by Teneo Protocol to the public.

One API that delivers public web pages live as clean Markdown or text, ready for AI agents and apps.

[Paul Hern“🤖ボッ” @HernPaul44]

@xmaquina Just the beginning

[XMAQUINA @xmaquina]

Sunday Robotics Transaction Initiated

Following BOT-16 approval, the DAO has initiated an investment of over $1M in Sunday Robotics, the company developing the Memo household robot.

Track the DAO's portfolio → https://t.co/64hLHA1zn5

[DAWN @dawninternet]

🏢 The First USD.infra Vault Loan In Pennsylvania Is Now Live, Along With An Additional Loan In New York

In total:
Value - $210,000
APY - 16% and 18%
356 units connected

These loans fund Internet infrastructure for residents in Pennsylvania and New York.

[ZENi @ZENi_io]

What’s your favourite part of ZENi?

• Checking rewards
• Exploring opportunities
• Inviting friends
• $Airtime rewards

Everyone has their own ZENi routine.

Tell us yours 👇

#ZENi #ZEN1 #Airtime #Web3

[UpRock @UpRockCom]

STILL EARNING. STILL BUILDING.

New experiences. More ways to participate. And plenty more on the way.

Here's what's happening across the UpRock ecosystem:

WEB — Your rewards hub
Games, surveys, Magic Receipts, your wallet, and Rocket — accessible right from your browser.

iOS — The full rewards experience
Games, surveys, Magic Receipts, rewarded video, and Stack the Bull. All in one app.

DESKTOP — Powering the network
Your computer can contribute spare resources and run crawl jobs that help power UpRock's decentralized infrastructure.

WHAT'S NEXT?
Smarter game recommendations, featured picks, and genre filters are coming.

MARK YOUR CALENDAR: NOV 26–30
2× rewards on featured games across mobile and web! Start an eligible game during the event and the 2× rate stays with that offer.

ANDROID UPDATE
Existing installations continue working, but the app is currently unavailable on Google Play. Please avoid unofficial APK downloads while the appeal remains ongoing.

We're improving the experience across platforms, one update at a time.

One Network. Two Experiences. One ecosystem that keeps growing.

[peaq @peaq]

Our @Woon_agent just got a new job:

joining the @RobotMoneyAgent swarm, where AI agents team up to improve a model portfolio in public

Early access is open ↓

[Acurast @Acurast]

You’ve used a TEE today without knowing it. 🔒

It’s the sealed area in your phone’s chip that keeps your data safe when you make a payment or open your banking app.

Every Deployment on Acurast runs inside one.

But how do you know the TEE is genuine? The chip proves itself through attestation, and Acurast doesn’t check it just once. If a phone’s key has been revoked, it’s removed from the network.

That's how we ensure maximum security.

How it works 👇
https://t.co/kf2GZmaSxz

[Teneo Protocol @teneo_protocol]

We compared old copies of public web pages with what those pages say now. A third had lost at least 5% of their text within 30 days.

A RAG index is a copy, and a copy stops changing the day you make it.

We took a fixed list of pricing pages, documentation and official rates, and compared Internet Archive captures of different ages.

After 30 days, 16 of 48 pages had lost at least 5% of their text. After 180 days, 31 of 47 had. After 30 days, 9 of 48 had lost at least one price, percentage or version number.

Mistral's pricing page listed 10, 15 and 30 dollars a month in API credits on 7 October. By 12 October it listed 15 and 25.5. A copy indexed on 7 October still says 10 and 30, with a valid citation and no error.

The usual fix is a webhook, and that only works for sources you own. A page on someone else's website has no webhook for you. So you have to go and look.

27 of the 54 live pages we tested can be checked without a download, because they answer a conditional request with a 304. The rest have to be fetched and compared.

Teneo supplies that re-fetch: the page requested from the market you name, through a connection whose owner agreed to share it, paid per request.

It is a small hand-picked list, so treat it as a floor. The post covers how to spot changes on a site you do not own, how often to re-fetch each kind of page, and the free seven-day pilot for RAG teams:
https://t.co/lbEB7l790w

Building RAG on public pages?

Reply with the sources you trust least and the markets they serve.

[Paul Hern“🤖ボッ” @HernPaul44]

@xmaquina Looking good

[XMAQUINA @xmaquina]

DAO Transparency Update

Three new allocation attestations are now publicly available.

• BOT 10 | Robotico
• BOT 12 | Genki Robotics
• BOT 14 | Atoms

Each attestation adds to the DAO's public record of capital allocation.

Explore the attestations ↓
https://t.co/tpR1ZWgO2o

[Paul Hern“🤖ボッ” @HernPaul44]

All your personal stuff on you pc or phone, wouldn't you like to save them in one place, why don't you use Denet #WatcherNode storage
You won't regret it it is safe and secure
ref code You can use this one please
0xb0129c6efe98c866affdc9565c5139f37cde98cf
#DeNetIt

[Nico @NIPR17]

📈