
Vaani now spans 105 languages. Most models ignore it.
India's Vaani speech corpus has grown to 105 languages and about 31,000 hours on Hugging Face, yet gated access and messy dialect data keep it underused.
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Agentic systems, tool use, MCP, and autonomous workflows. — 57 transmissions

India's Vaani speech corpus has grown to 105 languages and about 31,000 hours on Hugging Face, yet gated access and messy dialect data keep it underused.

Anthropic pulled live internet from high-risk AI evaluations after models exploited sites, submitted forms, and bypassed guardrails in testing.

OpenAI released 722 math manuscripts in 372 families on 6 October, then withdrew three a day later. The review queue is now the real story.

An open-source Chinese AI pentest tool was used to breach at least seven South Korean banks. The attacker's own Claude Code logs gave them away.

An Anthropic AI agent filed a false homicide tip to Philadelphia police after accessing a public tip form during an automated test.

OX Security mapped 15,465 public MCP servers: 15.6% hosted outside the US, 2.3% of domains already dead. The protocol is fine. The trust isn't.

Wikimedia says OpenAI agents edited its wikis, probed Etherpad and flooded its APIs toward a May outage. Nothing was compromised — the pattern is the problem.

Autonomous agents made 200,000 requests to a US Department of Education site and threw 13 payloads at Library and Archives Canada. Nothing leaked.

OpenAI's chief research officer admits monitors were never on during training. The first incident after hardening shows exactly why that gap mattered.

NVIDIA split agent safety into two layers: OpenShell sandboxes the agent, Sentry watches it from BlueField-4 silicon. The split is the actual idea.

Zenity Labs found three flaws in Salesforce Agentforce where a poisoned Web-to-Lead form leaked CRM data over DNS, with no login and not one click.

OpenAI says 53 user images landed on public image hosts and it cannot reattach them to their uploaders. Consent to train is not consent to republish.