Cloudflare vs Rubrik

OpenAI introduces GPT-6.1 Sol, cheaper near-Astra model

This week's AI/ML news highlights significant model releases and a trend toward specialized, cost-efficient AI. OpenAI introduced GPT-6.1 Sol, a cost-efficient model for complex coding tasks, scoring 52 on the Artificial Analysis Intelligence Index—one point below GPT-6 Astra—with a 1.05M-token context window and API pricing at $2/M input and $10/M output tokens. Sol excels in agentic coding and computer use, outperforming GPT-6 Sol on benchmarks, and is available in ChatGPT Work and Codex. Notably, OpenAI cancelled GPT-6.1 Astra due to safety concerns. Emerson also launched Claude Sonnet 5.5, claiming faster output and lower costs, while Cloudflare released Clef decision models, NVIDIA unveiled Kumo Tabular, and Google announced Gemini 4 Argon. The overarching theme is the shift toward heterogeneous AI architectures.

• OpenAI released GPT-6.1 Sol on September 29, 2026, with a 1.05M-token context window, $2/M input and $10/M output tokens, and a score of 52 on the Artificial Analysis Intelligence Index.
• GPT-6.1 Sol costs $0.72 per task, about a quarter of GPT-6 Astra's $3.26, and outperforms GPT-6 Sol on DeepSWE 1.1 and AutomationBench, while OpenAI cancelled GPT-6.1 Astra due to safety concerns.
• Anthropic launched Claude Sonnet 5.5 on September 28, 2026, claiming 30% faster output and up to 30% lower cost per task.

Akamai surges after $11.6B Anthropic CPU deal

Akamai Technologies' shares surged up to 16.4% after announcing an $11.6 billion deal with AI company Anthropic for dedicated cloud computing capacity over seven years, marking the largest deal in Akamai's history. The deal focuses on CPU-based infrastructure for agentic AI workloads, with an option to expand to $20 billion. Anthropic will receive a warrant for up to 5% of Akamai's stock, vesting based on spending milestones. Akamai expects $5.5 billion in capital spending plus $1.7 billion for components, and analysts estimate this equates to about 77 megawatts of computing power. Revenue is expected to begin in 2027, with an annual run rate of $1.7 billion by end of 2028. CNBC's Jim Cramer highlighted Akamai as a buy, citing its low valuation (under 16 times expected earnings) and the Anthropic deal, while suggesting a pullback for Cloudflare (279 times earnings) and Fastly (50 times earnings). Akamai is repositioning with edge computing to handle AI workloads closer to users.

• Akamai signed an $11.6 billion deal with Anthropic for dedicated cloud computing capacity over 7 years, the largest in Akamai's history.
• The deal can be expanded to up to $20 billion and includes a warrant granting Anthropic up to 5% of Akamai's stock, vesting based on spending milestones.
• Computing capacity focuses on CPUs for agentic AI, not GPUs; Akamai expects $5.5 billion in capital spending (plus $1.7 billion for components), ~77 MW of power.

Designing Products for Headless AI Agents

The article discusses the shift from chat-based AI interfaces to headless AI agents that interact with products via APIs without a graphical user interface. It emphasizes the need for service design, API literacy, and careful contract design to accommodate these invisible users. Citing reports from DataDome, Cloudflare, and Fastly, it highlights the rapid growth of AI agent traffic and the importance of designing for failure states, idempotency, and semantic clarity. The author argues that product design must expand beyond screens to include the data contracts and error messages that agents encounter, urging teams to understand agent behavior through traffic analysis and sequence mapping.

• DataDome's AI Traffic Report Q2 2026 counted 17.7 billion AI agent requests in April, May, and June, up 45% from the previous quarter.
• Cloudflare's one-year report found that as of June 2026, 52% of crawler requests were for AI training, up from 22% in spring 2025.
• Fastly reported in June 2026 that AI traffic grew approximately 6.5 times faster than human traffic on its network between January and May.

WisdomAI Launches Live Apps for Governed AI Applications

WisdomAI announced the general availability of Live Apps, a new feature that allows data teams to build and deploy governed AI applications via natural language prompts. These apps connect to live enterprise data and inherit security, governance, and semantic definitions. Live Apps aim to replace traditional dashboards with interactive, self-service analytics, addressing the challenge of ungoverned AI-generated artifacts. A survey by WisdomAI found that only 19% of analytics leaders are fully confident in AI-generated insights. Early usage indicates that Live Apps replaced 15% of dashboards within five weeks for initial customers, with one customer retiring their entire dashboard estate for projected savings of over $500,000. The platform supports MCP and Python toolkit for advanced analytics.

• WisdomAI launched Live Apps for building governed AI applications from prompts.
• Live Apps connect to live enterprise data and inherit governance controls.
• A WisdomAI survey found only 19% of analytics leaders are fully confident in AI-generated insights.

Rubrik Unveils Code Guardian: Attack Your Code Before Attackers Do

Rubrik introduces Rubrik Code Guardian, built with Anthropic, using Claude Mythos 5 to red-team a secure, air-gapped copy of your code, validate exploitable attack paths, prioritize what matters, and accelerate remediation before attackers get there.