◆ DAILY BRIEFING
Wednesday, February 25, 2026
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Engineer LLM-powered attack toolkits are now production-grade: a leaked MCP server (ARXON) chains DeepSeek + Claude Code to automate FortiGate exploitation across 2,516 targets in 106 countries — built in 8 weeks from an open-source framework.
Your developer toolchain is under active attack from three directions — LLM-orchestrated exploitation kits targeting FortiGate appliances, npm supply chain compromises installing AI agents on dev mach…
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Security Ivanti EPMM zero-days have persistent backdoors that survive patching — if you run Ivanti MDM, you are in an active incident response scenario right now, not a patch cycle.
Your MDM servers may already be backdoored (Ivanti EPMM zero-days persist through patches), your perimeter appliances are being targeted by the first production LLM attack pipeline (2,516 FortiGates a…
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Data Science The frontier model landscape fractured into task-specific dominance this week — Gemini 3.1 Pro hits 77.1% on ARC-AGI-2 (2.5x its predecessor), Sonnet 4.6 sets records on OS World with a 1M-token context window at unchanged pricing, and GPT-5.3-Codex leads SWE-Bench Pro at 56.8%.
No single frontier model wins across all tasks — Gemini 3.1 Pro leads reasoning at 77.1% ARC-AGI-2, GPT-5.3-Codex leads coding at 56.8% SWE-Bench Pro, and Sonnet 4.6 leads agentic use with a 1M-token…
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Product OpenAI is no longer an API company — it launched 'Frontier,' an enterprise agent management platform distributed through McKinsey, Accenture, BCG, and Capgemini, while simultaneously telling investors that Salesforce, Workday, Adobe, and Atlassian revenues are its TAM.
OpenAI just went from API provider to enterprise platform company — partnering with all four major consulting firms to sell Frontier directly to your buyers, while telling investors that Salesforce, W…
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Leader OpenAI just locked up McKinsey, Accenture, BCG, and Capgemini as its enterprise distribution layer for the 'Frontier' agent platform — the same consulting firms that shape every Fortune 500 technology decision.
The enterprise AI market split into two ecosystems this week: OpenAI locked up McKinsey, Accenture, BCG, and Capgemini as its distribution layer while Anthropic launched vertical agent plugins — and t…
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Investor Enterprise SaaS stocks just lost $100B+ in a single session — IBM down 13%, Salesforce/ServiceNow/Snowflake each down 4% — as OpenAI and Anthropic simultaneously launched competing strategies to either replace or subsume the entire enterprise software stack.
AI foundation model companies are simultaneously declaring war on the $500B enterprise software stack and failing to forecast their own cost structures — OpenAI's 33% gross margin and $8.4B inference…
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