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“Concerning behaviour”: Cohere discovers Alibaba’s open-source Qwen3.8 model can send a diagnostic file to China unprompted

What happened

Cohere formed its Cohere Cyber division as part of a deal to acquire Prague-based AI cybersecurity company Aisle.

Source

Article excerpt

Cohere has discovered that a popular open-source model can send diagnostic information to China without warning. The news: Toronto-based frontier AI developer Cohere released a blog post on Monday flagging “concerning behaviour” by a Qwen3.8 AI model developed by Chinese conglomerate Alibaba. When asked by Cohere researchers to write a defensive detection rule in a test environment, the model ignored its instructions, scanned the computer it was running on, and then tried to upload a system diagnostic file to an Alibaba Cloud server located in Beijing, according to Cohere. The model did all of this while its reasoning trace (or “internal monologue” of decision-making) gave the security team no indication of its intentions. The test’s sandbox environment blocked the Qwen3.8 model’s unexpected diagnostic upload, but Cohere said the action is “something that should never happen,” and that the attempt raises questions about the safety of such models. BetaKit has reached out to Alibaba for comment. From the source: “We cannot answer whether this is deliberate or a leftover glitch from training, but defenders and policymakers face the same reality: a weight file you can’t trust is still a black box, and running it yourself just moves the black box inside your firewall,” Cohere’s blog post reads. The context: Cohere found the vulnerability during a joint cyber capabilities session...

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Extracted from this sentence

Cohere formed the division almost two weeks ago as part of its deal to acquire Prague-based AI cybersecurity company Aisle.

Extracted by Autobound

From the Signal API record
Event
News

What this signalsIntegration work after a deal often opens needs for new systems and services.

Location
Prague, Prague, Czech Republic

Companies

  • AisleTargetaisle.com

The full record

From the Signal API record

Extraction

Confidence
90%
Detected
Oct 26, 2026
signal_type
news
signal_subtype
acquires

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This page shows a preview. The full news record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
Show the full JSONThe record on this page and the API request

GET /v1/signals/d5b86bc5-42ea-dd60-9f69-d6c9eaacfeb3 returns this record as JSON. POST /v1/companies/enrich returns every signal for cohere.com.

{
  "signal_id": "d5b86bc5-42ea-dd60-9f69-d6c9eaacfeb3",
  "signal_type": "news",
  "signal_subtype": "acquires",
  "detected_at": "2026-10-26T20:04:18+00:00",
  "company": {
    "name": "Cohere",
    "domain": "cohere.com"
  },
  "data": {
    "url": "https://betakit.com/concerning-behaviour-cohere-discovers-alibabas-open-source-qwen3-8-model-can-send-a-diagnostic-file-to-china-unprompted/",
    "title": "“Concerning behaviour”: Cohere discovers Alibaba’s open-source Qwen3.8 model can send a diagnostic file to China unprompted",
    "author": "Trevor Nichols",
    "excerpt": "Cohere has discovered that a popular open-source model can send diagnostic information to China without warning. The news: Toronto-based frontier AI developer Cohere released a blog post on Monday flagging “concerning behaviour” by a Qwen3.8 AI model developed by Chinese conglomerate Alibaba. When asked by Cohere researchers to write a defensive detection rule in a test environment, the model ignored its instructions, scanned the computer it was running on, and then tried to upload a system diagnostic file to an Alibaba Cloud server located in Beijing, according to Cohere. The model did all of this while its reasoning trace (or “internal monologue” of decision-making) gave the security team no indication of its intentions. The test’s sandbox environment blocked the Qwen3.8 model’s unexpected diagnostic upload, but Cohere said the action is “something that should never happen,” and that the attempt raises questions about the safety of such models. BetaKit has reached out to Alibaba for comment. From the source: “We cannot answer whether this is deliberate or a leftover glitch from training, but defenders and policymakers face the same reality: a weight file you can’t trust is still a black box, and running it yourself just moves the black box inside your firewall,” Cohere’s blog post reads. The context: Cohere found the vulnerability during a joint cyber capabilities session in...",
    "summary": "Cohere formed its Cohere Cyber division as part of a deal to acquire Prague-based AI cybersecurity company Aisle.",
    "location": "Prague, Czech Republic",
    "planning": false,
    "image_url": "https://cdn.betakit.com/wp-content/uploads/2025/05/Cohere-logo1.png",
    "confidence": 0.9,
    "published_at": "2026-10-26T20:04:18Z",
    "location_data": [
      {
        "city": "Prague",
        "state": "Prague",
        "region": "Eastern Europe",
        "country": "Czech Republic",
        "continent": "Europe",
        "fuzzy_match": false
      }
    ],
    "article_sentence": "Cohere formed the division almost two weeks ago as part of its deal to acquire Prague-based AI cybersecurity company Aisle.",
    "related_company_name": "Aisle",
    "related_company_domain": "aisle.com"
  }
}

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