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🕵️ Claude used to build surveillance systems
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- Anthropic banned Claude accounts tied to state-aligned actors in Mali, China and Iran who used Haiku, Sonnet and Opus between January and July 2026 to build or run surveillance operations, spanning interception platforms and dossiers on dissidents.
- In Mali, a consultant used Claude as the main engineering resource for Lakana 360, a system built to monitor ~25 million SIM cards across three operators, collecting call records and messages and generating per-number dossiers with the warrant check removed.
- Two Iranian units ran 16 banned accounts feeding a case-management system called Arman, using Claude to build web interfaces and browser extensions that harvested identities, though banning the Mali account interrupted design work without disabling the locally deployed platform.
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🤖 Robot AI learns tasks from one video
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- Skild AI's new S1 robot foundation model learns unseen, long-horizon tasks from a single video demonstration, using in-context learning to map the shown intent onto robot actions without any weight updates or task-specific retraining.
- S1 handles unfamiliar tasks up to 10 minutes long, plant potting, pancake making, kit assembly, spanning dozens of manipulation steps, hitting ~66% per-step success versus 9% for a comparable system, roughly a sevenfold gain.
- Skild built S1 on NVIDIA infrastructure using Cosmos, Isaac Sim, and Isaac Lab, and is deploying the model with Foxconn on dual-arm manipulators assembling Blackwell systems, though its benchmark still leaves roughly a third of steps failing.
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📊 OpenAI launches ChatGPT data agent
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- OpenAI launched the Data agent in ChatGPT Work, which connects to company data sources, investigates what changed, and builds shareable interactive dashboards through plain-language conversation rather than written queries or a separate analytics tool.
- It plugs into warehouses and databases including Amazon Redshift, Google BigQuery, ClickHouse, Databricks, MongoDB, and Snowflake, pulls files from Google Drive and SharePoint, and reads business definitions from semantic layers like Databricks Genie Ontology, dbt, and Snowflake Horizon.
- The agent can build and edit dashboards in Omni, Oracle BI, Power BI, Sigma, Tableau, and ThoughtSpot and push findings to Slack or email, but access still hinges on an org setting up shared business definitions, access rules, and safeguards for sensitive data.
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🗣️ OpenAI launches voice model for devs
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- OpenAI has released GPT-Live-1 in its API at $0.05 per minute, giving developers full-duplex speech with interruption handling and 12 built-in voices for building voice apps and workflows.
- The model processes incoming and outgoing audio together rather than chaining ASR, reasoning, and synthesis, scoring 30 points above GPT-Realtime-2.1 on Full Duplex Bench and ranking first on Tau3 when paired with GPT-6 Astra at medium reasoning effort.
- Early users including Speak, Yelp Host, Intercom's Fin, and Cognition's Devin report ~80% fewer interruptions and codebase cuts, though backend model and agent harness fees are charged separately and custom voices require contacting sales.
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🐋 Seven labs copied Claude's abilities
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- Anthropic disclosed Thursday (Sept. 10) that seven China-based labs ran industrial-scale illicit distillation campaigns against its generally available Claude models, covertly extracting and replicating capabilities without authorization.
- The report says these attacks are typically enabled by fraud, networks of fake accounts built with stolen credit cards, login credentials, and API keys, letting unauthorized labs skip the compute and cost of training frontier models themselves.
- Anthropic warns that Claude's built-in safeguards do not carry over to distilled copies, that such models could aid dangerous capabilities, and that exchanges relayed through third-party routing services may leak users' sensitive data.
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