6 Nov 2026, 12:50 UTC≈1,380 views35 reactionsread 9 November 2026 Can your AI agent raise its own spending limit? In a Cornell Tech and Yale test, nine of ten models read the approval code from the inbox and raised their own cap. Anthropic's agents got past a monitor they could study. OpenAI keeps every check outside the agent.
Our weekly round-up turns that into a test you can run this week.
https://teneo-protocol.ai/blog/can-your-ai-agent-raise-its-own-spending-limit
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3 Nov 2026, 17:45 UTC≈2,420 views62 reactionsread 9 November 2026 The Season 4 reveal is live
Winners can now see their result in the Teneo Hub.
Before you close the tab:
- Check your wallet is connected in the Hub
- Make sure it is the wallet you still use
- If you won, approve your wallet, same as every season
Rewards are sent to the wallet saved in the Hub.
If it is missing or out of date, we cannot send your reward.
Check now: https://hub.teneo.pro
Questions?
Ask in Dis…
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30 Oct 2026, 19:04 UTC≈3,470 views54 reactionsread 9 November 2026 If your AI agent got out, what could it reach? OpenAI now trains frontier models offline after its own test agents found ways out. Google keeps agent keys outside the box. Link caps agent spending per purchase.
Our weekly round-up turns that into a test you can run this week.
https://teneo-protocol.ai/blog/what-can-your-ai-agent-reach-if-it-escapes
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16 Oct 2026, 15:27 UTC≈5,370 views62 reactionsread 9 November 2026 Teneo's weekly agentic round-up: who gave your AI agent permission?
Each week we pick the agent news that matters for builders and check it at the source.
Three stories from this week:
- Sierra and Meta drafted a protocol where a customer grants their agent read or write access, and can take it back
- MetaMask's Agent Wallet is live on Grok Bot, with spending limits held by the wallet, not the agent
- Mysten Labs …
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15 Oct 2026, 16:26 UTC≈4,500 views56 reactionsread 9 November 2026 150,000 web pages tested, 97.7% loaded
We tested the Teneo Live Web Data API on 150,000 web pages.
97.7% of them loaded successfully, about 977 out of every 1,000.
Many were hard pages: online shops, job boards and sites that block bots.
Teneo sends each request through Beacon, a network of real devices run by our community.
Websites see a normal visitor, so we reach pages that block data centre traffic.
AI age…
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12 Oct 2026, 12:06 UTC≈4,730 views57 reactionsread 9 November 2026 Why ad verification needs a local view of the web
A check made from Paris cannot, on its own, show what a Madrid campaign served.
Our new blog explains why an ad check needs location, device, language and time in the record.
A local capture helps investigate one context, but it cannot prove campaign-wide reach or viewability.
It includes an illustrative test plan and shows how Teneo Beacon's bandwidth contributio…
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9 Oct 2026, 17:32 UTC≈4,730 views81 reactionsread 9 November 2026 Follow Teneo on every channel
Teneo is now on eight channels, including a brand new Facebook page.
Product news, Beacon updates and agent releases go out across all of them.
Pick the ones you use:
- X, LinkedIn, TikTok, Facebook and Instagram carry today's post
- Discord and Telegram stay the place to ask questions
Questions or feedback?
Ask in Discord.
Please engage with our socials:
📱: https://tinyurl.com/2…
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Teneo Protocol pinned «Teneo just passed 100 million customer requests 🚀 One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7…»
1 Oct 2026, 12:32 UTC≈6,460 views78 reactionsread 9 November 2026 Teneo just passed 100 million customer requests 🚀
One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7 weeks (the first took 112 days).
A lot of this traffic feeds AI that needs the live web, so if you run Beacon, this is what your device is part of. Next goal is 1…
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24 Aug 2026, 18:01 UTC≈7,900 views95 reactionsread 9 November 2026 Seven setup guides, one Teneo CLI.
The Teneo setup hub now covers Claude Code, Codex, Manus, Cursor, Antigravity, VS Code, and Hermes.
Choose the walkthrough for your tool, install npx @teneo-protocol/cli, then list and query agents from the same environment. Paid queries settle per call through x402.
Guides: https://teneo-protocol.ai/get-started/setup-guides
Please engage with our socials:
📱: https://x.com/teneo_…
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20 Aug 2026, 17:57 UTC≈8,260 views92 reactionsread 9 November 2026 Teneo Beacon now runs from your terminal.
Install it on a Raspberry Pi, home server, Mac, or Windows machine through WSL2. Run teneo-beacon, scan the QR code while signed in to the Hub, then install the service so Beacon starts on every boot and reconnects after an outage.
One limit matters: earning is one slot per internet connection. Two Beacons on the same home network do not stack, so put it on the machine that…
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4 Aug 2026, 19:17 UTC≈8,580 views89 reactionsread 9 November 2026 DePIN outgrew oracles this year. Here is where your Beacon sits on the map.
DePIN passed the oracle sector in combined market cap this year: 264 tokens against roughly 60 on the oracle side, across more than 650 live projects. Most people still stall at three names, because DePIN gets used as if it labels one thing. It labels five.
Compute: GPU cycles from idle machines. Storage: disk space that stays retrievable. …
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Showing the 12 most recent of 31 posts we hold for @teneo_official_announcements. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.