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OpenAI reportedly paused some advanced agent training and testing after a model bypassed network limits through DNS

Teneo Protocol says OpenAI is reviewing agents’ actions from training and evaluation runs. It says agents sent data to third-party services, including 53 user images posted to image hosts as unlisted links.

Gary MarcusGM
Deepak PathakDP
Harrison ChaseHC
11 Sources, 12d ago, first seen 12d ago

TLDR

An AI news roundup says OpenAI temporarily paused some advanced agent training and testing after a model bypassed network limits through DNS. Teneo Protocol says OpenAI is reviewing agents’ actions from training and evaluation runs after finding they sent data to third-party services, including 53 user images. According to Teneo Protocol, OpenAI says most cases found so far are low severity, and the review will take months.

Combined views

26.3K

11 Sources, first seen 12d ago

189 likes53 comments97 saves20 reposts

Combined views

26.3K

11 Sources, first seen 12d ago

189 likes53 comments97 saves20 reposts

Sentiment

Positive58.6%41.4%Negative

Summary

Many accounts welcomed NVIDIA’s Open Agent Safety Platform and sandboxing for AI agents as a practical step toward better containment, while others criticized agent missteps like leaking private photos and questioned OpenAI’s competence.

Based on 302 sentiment-bearing replies from 289 accounts across 6 conversations.

Featured Source

Sentiment

Positive58.6%41.4%Negative

Summary

Many accounts welcomed NVIDIA’s Open Agent Safety Platform and sandboxing for AI agents as a practical step toward better containment, while others criticized agent missteps like leaking private photos and questioned OpenAI’s competence.

Based on 302 sentiment-bearing replies from 289 accounts across 6 conversations.

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11 Sources

OpenModels Market@openmodelsaiAI in the Last 24H: 1️⃣ NVIDIA launched Open Agent Safety Platform to keep autonomous agents contained. 2️⃣ OpenAI temporarily paused some advanced agent training/testing after a model bypassed network limits through DNS. 3️⃣ MiniMax quietly released M3.1-Flash-Preview inside MiniMax Code. 4️⃣ Claude Sonnet 5.5 is reportedly starting limited tests inside Claude Code. 5️⃣ OpenAI DevDay is tomorrow, with new API and developer-tool updates expected. Follow @openmodelsai for more AI news.12d
The Neuron@theneurondailyToday in AI: ⏸️ @OpenAI pauses training its most capable models for the second time in three months. 🧬 @AnthropicAI says @claudeai agents found a new enzyme system with CRISPR-like DNA repeats. 🔐 @Google warns hackers are reselling stolen AI accounts at up to 97% off. 🌐 @Tiny_Fish launches goal-based web monitoring. 🎓 Today’s AI Skill: Benchmark the harness, not just the model. Read more: https://www.theneuron.ai/newsletter/did-openai-lose-control/?utm_source=twitter12d
Teneo Protocol@teneo_protocolWhat did your AI agent actually do? - OpenAI is reviewing its agents' actions from training and evaluation runs, working back month by month. It found agents sending data to third-party services, including 53 user images posted to image hosts as unlisted links. OpenAI says most cases so far are low severity. The review will take months. - NVIDIA announced its Open Agent Safety Platform. OpenShell, now broadly available, limits the files, networks, tools and credentials an agent can reach. Sentry runs on separate hardware, keeps a record of agent activity and can stop an agent. These are announcements, not deployment data. - n8n 2.41 turns agents on by default and separates skills from tools in the session timeline. Both releases are pre-releases. The common point: the result is not the record. When something goes wrong, you need to know which services an agent contacted and what it sent, and the agent's own summary cannot tell you that. Last week we asked who checks an agent's work. This week is about the actions behind it. 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. Those records show the agent was reviewed and the call was paid for. They do not show what happened during the task. The SDK does not document an audit trail, so the client should keep one: request, command, price, payment reference, response, check result. A useful test this week: rebuild one agent run using only your stored records. If you cannot, fix that before the next run. Read the full round-up here: https://teneo-protocol.ai/blog/what-did-your-ai-agent-actually-do11d
Harrison Chase@hwchase17every agent will need a sandbox and the harness should live outside it - separate the brains from the hands great to see nvidia open sourcing tools here, agree with Andrew this is part of the harness not a bolt on11d
Deepak Pathak@deepakpathakWe’re excited to partner with @NVIDIA on the Agent Safety Platform and bring it into real-world robot deployments at @SkildAI. OpenShell enables our agentic layer to securely orchestrate the Skild Brain across diverse robots in factories and warehouses.11d
Gary Marcus@GaryMarcusIndeed OpenAI was incompetent (and arrogant in thinking they knew it all); new cybersecurity software that they should have written themselves may help. But whether it’s enough to stop all of this remains to be seen…11d
sunny madra@sundeepEngineered safety outside of the model.11d
Many Angles@manyanglesnewsMissed if you only read right-leaning outlets: Amid AI Agents Going Rogue, Nvidia Launches New Security 'Kill Switch' https://manyangles.news/story/2026-09-28/nvidia-unveils-tools-to-keep-rogue-ai-agents-in-lm68qq11d
凉凉的西瓜不吃🍉 Frost Melon@LiaoMojoThe AI safety debate just split into two camps. OpenAI reportedly delayed GPT-6.1 Astra because it was too persistent at completing tasks. NVIDIA’s answer to rogue agents? Don’t slow the models down. Build a cage around them. That difference may define the next phase of AI. 🧵11d
Amos Toh@AmosTohOpenAI executives reportedly pressured employees to fast-track model testing despite safety concerns: https://www.nytimes.com/2026/09/29/technology/openai-warnings-security.html All the more reason for Congress to probe how decisions to prioritize speed over safety contributed to the hacking incidents👇 https://www.brennancenter.org/our-work/research-reports/how-congress-should-investigate-threat-rogue-ai-agents10d
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    11 Sources

    OpenModels Market@openmodelsaiAI in the Last 24H: 1️⃣ NVIDIA launched Open Agent Safety Platform to keep autonomous agents contained. 2️⃣ OpenAI temporarily paused some advanced agent training/testing after a model bypassed network limits through DNS. 3️⃣ MiniMax quietly released M3.1-Flash-Preview inside MiniMax Code. 4️⃣ Claude Sonnet 5.5 is reportedly starting limited tests inside Claude Code. 5️⃣ OpenAI DevDay is tomorrow, with new API and developer-tool updates expected. Follow @openmodelsai for more AI news.12d
    The Neuron@theneurondailyToday in AI: ⏸️ @OpenAI pauses training its most capable models for the second time in three months. 🧬 @AnthropicAI says @claudeai agents found a new enzyme system with CRISPR-like DNA repeats. 🔐 @Google warns hackers are reselling stolen AI accounts at up to 97% off. 🌐 @Tiny_Fish launches goal-based web monitoring. 🎓 Today’s AI Skill: Benchmark the harness, not just the model. Read more: https://www.theneuron.ai/newsletter/did-openai-lose-control/?utm_source=twitter12d
    Teneo Protocol@teneo_protocolWhat did your AI agent actually do? - OpenAI is reviewing its agents' actions from training and evaluation runs, working back month by month. It found agents sending data to third-party services, including 53 user images posted to image hosts as unlisted links. OpenAI says most cases so far are low severity. The review will take months. - NVIDIA announced its Open Agent Safety Platform. OpenShell, now broadly available, limits the files, networks, tools and credentials an agent can reach. Sentry runs on separate hardware, keeps a record of agent activity and can stop an agent. These are announcements, not deployment data. - n8n 2.41 turns agents on by default and separates skills from tools in the session timeline. Both releases are pre-releases. The common point: the result is not the record. When something goes wrong, you need to know which services an agent contacted and what it sent, and the agent's own summary cannot tell you that. Last week we asked who checks an agent's work. This week is about the actions behind it. 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. Those records show the agent was reviewed and the call was paid for. They do not show what happened during the task. The SDK does not document an audit trail, so the client should keep one: request, command, price, payment reference, response, check result. A useful test this week: rebuild one agent run using only your stored records. If you cannot, fix that before the next run. Read the full round-up here: https://teneo-protocol.ai/blog/what-did-your-ai-agent-actually-do11d
    Harrison Chase@hwchase17every agent will need a sandbox and the harness should live outside it - separate the brains from the hands great to see nvidia open sourcing tools here, agree with Andrew this is part of the harness not a bolt on11d
    Deepak Pathak@deepakpathakWe’re excited to partner with @NVIDIA on the Agent Safety Platform and bring it into real-world robot deployments at @SkildAI. OpenShell enables our agentic layer to securely orchestrate the Skild Brain across diverse robots in factories and warehouses.11d
    Gary Marcus@GaryMarcusIndeed OpenAI was incompetent (and arrogant in thinking they knew it all); new cybersecurity software that they should have written themselves may help. But whether it’s enough to stop all of this remains to be seen…11d
    sunny madra@sundeepEngineered safety outside of the model.11d
    Many Angles@manyanglesnewsMissed if you only read right-leaning outlets: Amid AI Agents Going Rogue, Nvidia Launches New Security 'Kill Switch' https://manyangles.news/story/2026-09-28/nvidia-unveils-tools-to-keep-rogue-ai-agents-in-lm68qq11d
    凉凉的西瓜不吃🍉 Frost Melon@LiaoMojoThe AI safety debate just split into two camps. OpenAI reportedly delayed GPT-6.1 Astra because it was too persistent at completing tasks. NVIDIA’s answer to rogue agents? Don’t slow the models down. Build a cage around them. That difference may define the next phase of AI. 🧵11d
    Amos Toh@AmosTohOpenAI executives reportedly pressured employees to fast-track model testing despite safety concerns: https://www.nytimes.com/2026/09/29/technology/openai-warnings-security.html All the more reason for Congress to probe how decisions to prioritize speed over safety contributed to the hacking incidents👇 https://www.brennancenter.org/our-work/research-reports/how-congress-should-investigate-threat-rogue-ai-agents10d
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