Lamelo Kennedy

[Lamelo Kennedy @lamelo1122]

Lezzgoo! It looks great and I definitely want to be part of it. It would be a huge step forward for broadband, something truly useful that could bring major improvements in data solutions🔥
@PerceptronNTWK

#NodeAndProud

[ZoneX @zonex_ch]

Trade across your favorite CEXs and perp DEXs, from one terminal.

🔹 Prop challenges on live markets from 13 venues
🔹 No consistency rules or time limits
🔹 Connect your exchange to run your own capital

Get started and earn airdrop rewards ↓
https://t.co/KUTiEmkCI7

[Lamelo Kennedy @lamelo1122]

@teneo_protocol Great

[Teneo Protocol @teneo_protocol]

Keep your Beacon running.

Teneo Beacon shares your unused internet bandwidth with the network. Open the app, check it’s online, and keep your device awake.

https://t.co/ODoKw6wW8x

[Lamelo Kennedy @lamelo1122]

@teneo_protocol Great

[Teneo Protocol @teneo_protocol]

Can you undo what your AI agent did?

- OpenAI launched dots, always-on agents with their own cloud computer. Background work uses read-only tools. Actions that touch your accounts or share information go through auto-review, which decides whether they proceed, need your approval, or stay with you. Rolling out to Pro and Business Premium. OpenAI says to review consequential work.

- A new preprint, Planarian, rolls agents back. Local changes are restored from snapshots. Remote changes are reversed by recorded compensating actions. Up to 15x better task quality in the authors' tests. Not peer reviewed.

- Restate raised a $20M Series A, reported by https://t.co/xiiGfY6FlF, for durable execution. After a crash it skips steps that already completed, so a retry does not pay twice.

The common point: some actions restore from a copy, some need a second action to reverse, and some cannot be taken back. The check belongs in front of the last group.

Last week we asked what an agent actually did. This week is about what you can do once you know.

On Teneo, an agent must pass review before it goes public, users see the price before a task runs, and payment goes through x402 and settles on-chain.

The SDK does not document refunds, disputes or duplicate-payment protection. So treat a paid call as a step with no undo: confirm the command, the price and that this request has not already been paid, using a request key your client stores before it sends.

A useful test this week: stop one agent run halfway, restart it, and see whether anything runs twice.

Read the full round-up here:
https://t.co/Ew3ghSteq9

[Lamelo Kennedy @lamelo1122]

@teneo_protocol Great

[Teneo Protocol @teneo_protocol]

A major new Beacon release is live on all platforms 🚀

- Desktop 0.4.9
- Android 0.4.9
- CLI 0.6.0

Massive technical improvements under the hood, with more coming soon that build on this version. A big step forward.

Don't get left behind!

Everything we ship next depends on this release.

Older versions are being phased out step by step, and outdated Beacons will stop earning at some point.

Nothing you've already earned is lost.

Seeing "update required"? That's expected, not a bug. One tap installs the update and restarts your Beacon.

Update today. It takes under a minute:

- Desktop: tap the update screen
- Android: update in Google Play
- CLI: re-run the install script

[MINT @PlayOnMint]

MINT A BEAR 🐻

FREE mint on Robinhood 🪶

Learn how to earn your WL spots and claim them at https://t.co/BmzjkrSZEc! FCFS 👀

Every Bear will unlock:
🪂 $MNTD Airdrop
🎁 1 Mystery Box chance (MAYC + other NFT & token prizes)
💰 Activation with $MNTD for reward distributions

[Lamelo Kennedy @lamelo1122]

@teneo_protocol Great

[Teneo Protocol @teneo_protocol]

Your agent asked for a page. Did it get the one a person sees?

Some websites treat datacentre traffic differently from people. A request from a cloud server can come back as a check page, with no price and no stock.

Teneo carries the request through an opted-in device in a real household or on a real mobile network, so your product gets the page a person in that market sees.

Free 7-day pilot for AI search, RAG and crypto data teams.

DM us the markets that give you the most trouble.

[Lamelo Kennedy @lamelo1122]

@teneo_protocol Great

[Teneo Protocol @teneo_protocol]

Teneo just passed 100 million customer requests.

1 request = 1 page fetched from the open web

That's around 1 million pages a day

Every request goes through a device running Teneo Beacon

Much of it feeds AI that needs the live web

Next goal: 1 billion. 🚀

[Lamelo Kennedy @lamelo1122]

@sleepagotchi Great

[Gotchi 🦖 @sleepagotchi]

Gotchi starts with Health & Wellness. It doesn’t stop there.

Sleepagotchi is our first live vertical. Next: Shopping & Commerce, Fitness & Exercise, Productivity & Daily Life, with more to follow.

But we’re not building everything at once. Gotchi expands where real user demand and engagement take us.

One vertical at a time. 🦖

[Lamelo Kennedy @lamelo1122]

@teneo_protocol Great

[Teneo Protocol @teneo_protocol]

Teneo Protocol community update

Many of you have asked for an update. Here is where the product stands and what the team is working on.

- The product is live and working: The agent network, CLI and bandwidth-sharing network are running. Developers are building with the CLI and agents today. If you have not tried it yet, the setup guides are here: https://t.co/bnbIJYAAVk

- Getting ready for TGE: Most of the team's time right now goes into preparing for token launch. That includes fundraising, work with launch partners, and daily calls and due diligence with investors and launchpads. This work does not always make a good public post, but it is moving forward every week.

- We will share a TGE date once it is fixed, and not before.

- Rewards paid to the community: We have paid out $8,000 in rewards to community members for running Beacon.

- SDK, agents and Agent Console: These remain core parts of Teneo alongside our work on Beacon. Developers can continue building with the SDK and using agents through the Agent Console.

- Dashboard and contribution points: We know some users are seeing issues with the dashboard and points. We are investigating.

- Expedition Hub leaderboard: The leaderboard was part of an earlier InfoFi campaign, which has now finished. We are working on new ways to reward the community and will announce them when they are ready.

- Coming up: We will share customer stories and case studies as partners agree to go public. We will also post updates like this every two weeks.

Thank you for being part of Teneo.

[Lamelo Kennedy @lamelo1122]

Join my team on GREY Network and let's mine together!

Use my link to get started:
https://t.co/iSFysns2uA

[Grey Network @grey_network_ct]

🚀 𝗜𝗡𝗧𝗥𝗢𝗗𝗨𝗖𝗜𝗡𝗚 𝗦𝗢𝗖𝗜𝗢𝗙𝗬

Getting real attention for your social content, community or platform often means paying for promotion with fiat, USDT or other widely used currencies. With SOCIOFY, Grey Network is taking a different approach.

✨ Sociofy allows anyone to create social campaigns and put them in front of the Grey Network community. Whether you want more people to follow your account, engage with your posts, join your community, or complete other supported social actions, you can create a campaign and reward participants entirely with $GREY.

The strength behind Sociofy is the Grey Network community itself. The thousands of comments, reposts, likes and other interactions across our own social channels reflect just how active and supportive this community is. Sociofy now opens that same active community to anyone who wants to bring real attention to their own campaigns. At launch, Sociofy supports campaigns across X (Twitter), Telegram, Facebook, and WhatsApp, with more platforms planned as the feature expands.

𝗛𝗢𝗪 𝗜𝗧 𝗪𝗢𝗥𝗞𝗦

Advertisers select a supported platform and campaign type, provide the required link, and set their campaign budget using $GREY. The amount allocated determines how many participants the campaign can reach, allowing advertisers to adjust their budget according to their needs, starting from a minimum campaign budget of 1,000 GREY. Every campaign goes through an admin review before going live. Once approved, it becomes available for Grey Network users to participate in.

By tapping the TASKS button on the homepage and switching to the SOCIOFY tab, participants can browse available campaigns, complete the required social action, and submit the requested evidence. After verification and the applicable review period, rewards are credited directly to their Tasks balance.

𝗠𝗢𝗥𝗘 𝗨𝗧𝗜𝗟𝗜𝗧𝗬 𝗙𝗢𝗥 $𝗚𝗥𝗘𝗬

Sociofy creates another practical use for $GREY coins within the Grey Network ecosystem. Advertisers use $GREY to gain social reach and engagement, while community members earn $GREY for completing campaign activities. It also builds on the utilities previously outlined for $GREY, with more use cases underway as $GREY continues to take a central role in powering the Grey Network ecosystem.

Every campaign budget is distributed transparently: 95% goes directly to participants as rewards for completing the campaign activities, 3% is distributed among validators, while the remaining 2% goes to Grey Network as its advertising service fee. Each Validator Node represents one share of the Validator allocation, meaning a validator with 3 Nodes receives 3 shares.

With Sociofy, promotion, engagement, and rewards come together inside one ecosystem, powered by $GREY. Welcome to SOCIOFY.

The future is GREY NETWORK. 🩶
The Power is COMMUNITY. 🧡
— https://t.co/PlAqlMcUca

[Lamelo Kennedy @lamelo1122]

@grey_network_ct Great

[Grey Network @grey_network_ct]

🚀 𝗜𝗡𝗧𝗥𝗢𝗗𝗨𝗖𝗜𝗡𝗚 𝗦𝗢𝗖𝗜𝗢𝗙𝗬

Getting real attention for your social content, community or platform often means paying for promotion with fiat, USDT or other widely used currencies. With SOCIOFY, Grey Network is taking a different approach.

✨ Sociofy allows anyone to create social campaigns and put them in front of the Grey Network community. Whether you want more people to follow your account, engage with your posts, join your community, or complete other supported social actions, you can create a campaign and reward participants entirely with $GREY.

The strength behind Sociofy is the Grey Network community itself. The thousands of comments, reposts, likes and other interactions across our own social channels reflect just how active and supportive this community is. Sociofy now opens that same active community to anyone who wants to bring real attention to their own campaigns. At launch, Sociofy supports campaigns across X (Twitter), Telegram, Facebook, and WhatsApp, with more platforms planned as the feature expands.

𝗛𝗢𝗪 𝗜𝗧 𝗪𝗢𝗥𝗞𝗦

Advertisers select a supported platform and campaign type, provide the required link, and set their campaign budget using $GREY. The amount allocated determines how many participants the campaign can reach, allowing advertisers to adjust their budget according to their needs, starting from a minimum campaign budget of 1,000 GREY. Every campaign goes through an admin review before going live. Once approved, it becomes available for Grey Network users to participate in.

By tapping the TASKS button on the homepage and switching to the SOCIOFY tab, participants can browse available campaigns, complete the required social action, and submit the requested evidence. After verification and the applicable review period, rewards are credited directly to their Tasks balance.

𝗠𝗢𝗥𝗘 𝗨𝗧𝗜𝗟𝗜𝗧𝗬 𝗙𝗢𝗥 $𝗚𝗥𝗘𝗬

Sociofy creates another practical use for $GREY coins within the Grey Network ecosystem. Advertisers use $GREY to gain social reach and engagement, while community members earn $GREY for completing campaign activities. It also builds on the utilities previously outlined for $GREY, with more use cases underway as $GREY continues to take a central role in powering the Grey Network ecosystem.

Every campaign budget is distributed transparently: 95% goes directly to participants as rewards for completing the campaign activities, 3% is distributed among validators, while the remaining 2% goes to Grey Network as its advertising service fee. Each Validator Node represents one share of the Validator allocation, meaning a validator with 3 Nodes receives 3 shares.

With Sociofy, promotion, engagement, and rewards come together inside one ecosystem, powered by $GREY. Welcome to SOCIOFY.

The future is GREY NETWORK. 🩶
The Power is COMMUNITY. 🧡
— https://t.co/PlAqlMcUca