Daily AI News | Soket AI and ZenteiQ release Indian models for offline deployment
# Daily AI News | Soket AI and ZenteiQ release Indian models for offline deployment
## Lead Story
### Soket AI and ZenteiQ release Indian models for offline deployment
India AI Mission-backed Soket AI and ZenteiQ unveiled models in New Delhi that can operate in air-gapped environments. The report describes Soket's EKA-1 as a 26.3-billion-parameter maths and coding model, and ZenteiQ's open-source Dhīr 2B and 5B as assistants supporting English and ten Indian languages for secure local deployment.
**AI take:** Offline deployment makes local compute management central to model adoption.
## More News
### CrowdStrike launches a switch to cut off rogue AI agents
CrowdStrike launched an AI kill switch within Falcon Guardian. The company says security teams can stop rogue agents, prevent relaunches and cut enterprise network or model access. CNBC reports that humans decide when to disconnect and restore access; the switch does not delete agent code.
**AI take:** Agent adoption requires clear responsibility for revoking and restoring access.
### Cogent releases VR-1.1 vulnerability repair model
Cogent Security released VR-1.1 to write fixes for newly disclosed software vulnerabilities. SiliconANGLE reports that it produced working repairs for 57.9% of LiveCVEBench's 190 tasks, compared with 45.3% each for Claude Code and Codex in that benchmark evaluation.
**AI take:** A benchmark result does not replace validation of an individual patch.
### E2E Networks launches token-billed Blaze inference service
E2E Networks launched Blaze, an inference service for open models hosted in India with a unified OpenAI-compatible endpoint. The company manages model hosting and scaling, while customers pay for the tokens they use. The service runs on NVIDIA GPU infrastructure.
**AI take:** Managed inference shifts the operating decision toward actual usage costs.
### Google brings Dreambeans to India with 14-language support
Google launched experimental Dreambeans in India, its first international expansion. Livemint reports that Android and iOS users aged 18 or older can connect selected Google services to generate personalised illustrated stories. It supports 14 languages but allows only one story language at a time.
**AI take:** Personalisation makes the choice of connected information consequential.
### Solar Pro 4 becomes available inside Korea's closed government network
Upstage said Solar Pro 4 is fully available on Korea's shared government AI platform through Samsung SDS's FabriX. Civil servants can use chat or API access within the closed administrative network, with internal data retained there and GPU resources managed centrally.
**AI take:** Shared compute removes the need for each agency to procure model servers.
### Cohere establishes a defence AI accelerator in Singapore
Cohere announced a Defence AI Accelerator in Singapore to offer technical collaboration and engineering advice to defence organisations and other sovereign customers. It will use Cohere models and the North agent platform to help move proof-of-concept projects into operational deployment in secure environments.
**AI take:** Production deployments will be a stronger test than demonstrations.
### Tencent Cloud and OmniOps partner on Saudi sovereign AI infrastructure
Tencent Cloud and Saudi Arabia's OmniOps announced a partnership supporting enterprise AI development and deployment in the kingdom. Tencent Cloud supplies compute hosting, storage, networking and technical support, while OmniOps contributes inference optimisation, local deployment capabilities and market expertise.
**AI take:** Operational evidence will be needed to assess inference cost improvements.
### Xiaomi discloses a robotics pilot in its youth apartments
Xiaomi disclosed a pilot in its youth apartments using an agent system built on Xiaomi-Robotics-1. The company says it completed a long-horizon test lasting over 30 minutes across three rooms and more than 50 tasks. These figures describe company-reported testing progress.
**AI take:** The pilot should help reveal consistency and intervention needs across settings.
### Bespin Global releases HelpNow Computer for enterprise tasks
Bespin Global launched HelpNow Computer, an enterprise AI agent that operates computers. Newsis reports that it can directly control browsers and applications to enter data in ERP and groupware systems and prepare reports, rather than only answer questions.
**AI take:** Direct execution makes permissions and result checking essential.
### NAPA XcceleratoR reaches full release with training and smart glasses
NAPA and its partners marked XcceleratoR's full release at SEMA 2026, combining technician assessment, a 53-lesson curriculum, XR training goggles and technician smart glasses. The glasses provide voice-driven guidance grounded in repair resources so technicians can seek information while staying at the vehicle.
**AI take:** Useful assistance depends on matching repair information to the task.
### MTN Rwanda and Viamo launch Miss Baza voice AI assistant
MTN Rwanda and Viamo launched Miss Baza, a voice-first AI assistant that provides information through a basic phone call. The partnership combines MTN's connectivity and customer reach with Viamo's voice-service experience to make information more accessible to users in Rwanda.
**AI take:** A phone-call interface can reach people beyond smartphone applications.
### LoKation and Lundy introduce Jefe for real estate agents
LoKation Real Estate and Lundy announced Jefe, a custom voice-first AI assistant for LoKation agents. The companies say it works across BoldTrail CRM, MAXA Design, Sphere transaction management, email and calendars to carry out work requested by voice or text.
**AI take:** Cross-system execution needs traceable task states and responsibility.
### Weaversbrain demonstrates Agentmax sales agent platform
Weaversbrain unveiled Agentmax in Seoul, demonstrating a sales agent that responds to hesitation and price concerns with product suggestions and consultation requests. The company says it is deployed on an affiliated e-bike website. In the demonstration, the user personally checked consent for collecting personal information.
**AI take:** Sales automation should preserve control over consent and submissions.
### Tenminds introduces Sleep Relay for daytime and sleep data
Tenminds introduced Sleep Relay to connect daytime wearable activity and health data with nighttime measurements from AI Sleepbot. With consent, users can view permitted Health Connect or HealthKit data in the same app. Basic sleep measurement and snoring management remain available without wearables.
**AI take:** Combined trends can aid observation without establishing a medical conclusion.
### Naver's Nuri robot unveiling delayed with Saudi exhibition
Korean reports say Cityscape Global moved its Riyadh exhibition from November 16–19 to February 1–4 next year. Naver had planned to first present its outdoor delivery robot Nuri there through video and 3D content, so that unveiling schedule has also been delayed.
**AI take:** An unveiling schedule is separate from a commercial service launch.
### ProHance launches a scorecard for enterprise AI adoption
ProHance launched its AI Adoption Index to help enterprises assess use of approved AI tools, their application to real work and delivered outcomes. The company says the scorecard combines usage analytics, governance and work-delivery information in one view to evaluate adoption.
**AI take:** Activity counts need evidence connecting them to work outcomes.
### Qi-Anxin expands its startup platform from cybersecurity to AI
Qi-Anxin announced that its Security Maker platform is becoming AI Maker, extending selection beyond cybersecurity into broader AI innovation and applications. It will retain its selection mechanisms and investment ecosystem while seeking startups working at the intersection of AI and other industries.
**AI take:** The broader remit opens this investment platform to more application teams.
## Rumors
