ENFR
8news

Tech • IA • Crypto

TodayTopicsVideosCryptoArchivesFavorites

Kimi K3 2.8T stuns, OpenAI-Ive device, Claude CoWork

AISaturday, July 18, 2026· 4 videos

Briefing

Audio player
0:00 / 0:00

Kimi K3 hits 2.8T parameters

Moonshot AI unveiled Kimi K3 with 2.8 trillion parameters, the largest open-weight model announced. Benchmarks place it near top systems like Gemini 3.1 Pro, edging GPT 5.6 Terra and Claude Opus 4.8 on several tests. The model targets long, autonomous workflows including multi-step software engineering. Full weights are slated for release on July 27, enabling enterprise self-hosting.

Kimi K3 undercuts on price

Kimi K3 emphasizes cost efficiency with an estimated $0.27 per unit of intelligence, far below many Western APIs. Architectural optimizations reduce token usage and inference compute without major performance loss. This pricing could shift large-scale deployments toward Chinese providers. It also pressures incumbents to revisit margins and pricing tiers.

Open-weight strategy gains momentum

Moonshot AI plans a delayed open-weight release, letting organizations run Kimi K3 independently. This model contrasts with closed ecosystems from OpenAI and Anthropic. While infrastructure demands remain high, the approach promises sovereignty over data and costs. It signals a broader swing back toward customizable, enterprise-controlled AI.

Kimi tops Code Arena rankings

Kimi K3 ranks #1 on Code Arena with 1,679 points, beating Claude Fable 5 and GPT 5.6 Soul. It leads in six of seven front-end categories, including dashboards and branding tools. The jump from 18th in the prior generation highlights rapid iteration. Strong coding performance positions it for developer-centric adoption.

OpenAI and Ive eye screenless device

OpenAI is reportedly collaborating with Jony Ive on a screenless AI companion. The concept centers on voice-first interaction and continuous context rather than apps. Sensors, microphones, and cameras would enable ambient awareness. The goal is a proactive assistant that intervenes and suggests actions in real time.

Ambient computing meets skepticism

The proposed device echoes smart speakers, raising questions about differentiation. Analysts argue hardware alone won’t disrupt without a leap in model intelligence. Success hinges on proactive behaviors that feel useful rather than intrusive. Privacy and always-on sensing also remain key concerns.

Anthropic launches Claude CoWork

Anthropic introduced Claude CoWork, a workspace that executes tasks across files and apps. It bridges chat interfaces and developer tools by acting directly on a user’s environment. Non-technical users can automate multi-step jobs without code. The product focuses on practical business workflows over pure conversation.

Claude MD and Skills workflows

Claude CoWork uses a persistent Claude MD file to store preferences and rules across sessions. Reusable Skills encapsulate workflows like report generation or data extraction. The system operates within a controlled folder, limiting access to approved files. Together, these features enable consistent, repeatable automation with minimal prompting.

Videos covered

Previous briefings · AI