This Week in AI
AI this week was defined by scale and risk: massive funding moves, faster specialised models, and platform-wide upgrades from major players like Google and OpenAI. At the same time, real-world incidents — outages, security bans, and governance debates — showed how quickly agentic systems are colliding with enterprise reality.
Google ships Gemini 3.1 Pro (and pushes it across Gemini + Vertex AI)
Google announced Gemini 3.1 Pro as a smarter baseline for complex problem-solving, rolling it out across the Gemini app, APIs, and Vertex AI. The real story isn’t just benchmarks — it’s Google treating model upgrades as platform-wide infrastructure changes that hit consumers, developers, and enterprise simultaneously.
Read more:
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/
https://cloud.google.com/blog/products/ai-machine-learning/gemini-3-1-pro-on-gemini-cli-gemini-enterprise-and-vertex-ai
OpenAI mega-fundraising reportedly approaches $100B+
Reports suggest OpenAI is finalising a massive funding round potentially exceeding $100B, pushing valuations toward the ~$850B range. The scale highlights how AI infrastructure is now competing with sovereign-scale capital projects, with strategic investors focusing on compute and model ecosystems rather than traditional SaaS metrics.
Read more:
https://www.reuters.com/business/nvidia-close-finalizing-30-billion-investment-openai-funding-round-ft-reports-2026-02-20/
https://nvidianews.nvidia.com/news/openai-and-nvidia-announce-strategic-partnership-to-deploy-10gw-of-nvidia-systems
OpenAI launches GPT-5.3-Codex-Spark for real-time coding
OpenAI introduced GPT-5.3-Codex-Spark, a low-latency coding model optimised for real-time development workflows. Built alongside Cerebras hardware, the release signals a shift toward specialised inference stacks designed for interactive engineering tasks rather than pure reasoning benchmarks.
Read more:
https://openai.com/index/introducing-gpt-5-3-codex-spark/
https://www.cerebras.ai/blog/openai-codexspark
AI tooling triggers real-world cloud reliability incident
Reports describe outages linked to AI-powered coding tooling interacting with AWS infrastructure. While framed as “user error,” the event highlights a growing risk surface: agentic automation operating close to production environments without traditional safety rails.
Read more:
https://www.reuters.com/business/retail-consumer/amazons-cloud-unit-hit-by-least-two-outages-involving-ai-tools-ft-says-2026-02-20/
https://www.ft.com/content/00c282de-ed14-4acd-a948-bc8d6bdb339d
OpenClaw security fears push companies to restrict agentic tooling
The viral agentic platform OpenClaw is facing bans and restrictions from major tech firms after security vulnerabilities and unpredictable behaviour surfaced. Combined with GitHub advisories, the situation highlights a broader industry trend: fast-moving agent ecosystems colliding with enterprise governance expectations.
Read more:
https://www.wired.com/story/openclaw-banned-by-tech-companies-as-security-concerns-mount/
https://github.com/advisories/GHSA-rv39-79c4-7459