◆ DAILY BRIEFING
Sunday, March 1, 2026
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Engineer Ivanti EPMM backdoors survive patching — if you run Ivanti for MDM, your standard 'apply patch, close ticket' playbook leaves you compromised.
Ivanti EPMM backdoors survive patching — if you run it, assume compromise and plan a rebuild, not just a patch cycle. Ransomware has gone silent, pivoting from encryption to long-term identity-layer p…
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Security Ivanti EPMM zero-days deploy persistent backdoors that survive patching — if you run Ivanti mobile device management, patching alone leaves the attacker in your environment.
Ivanti EPMM zero-days deploy backdoors that survive patching — meaning 'fully patched' can still mean 'fully compromised' — while AI agents in production are freely leaking credentials through design…
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Data Science Structured reasoning constraints are beating free-form Chain-of-Thought in production LLM agents — ARQ's JSON-schema approach hits 90.2% vs CoT's 86.1% on instruction-following, while a separate study confirms reasoning models systematically overthink past correct solutions, burning 5-10x unnecessary inference tokens.
Your LLM evaluation benchmarks are failing (SWE-bench being retired, grassroots tests replacing MMLU), your reasoning models are burning 5-10x unnecessary tokens by overthinking past correct answers,…
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Product OpenAI closed a $110B round — $50B from Amazon, $30B from Nvidia, $30B from SoftBank — at a $730B valuation, and Amazon's investment is contingent on IPO or AGI declaration.
OpenAI's $110B raise from Amazon, Nvidia, and SoftBank at a $730B valuation — combined with 900M weekly active users, the Pentagon classified deal, and a Q4 2026 IPO plan — is creating a vertically in…
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Leader The Anthropic ban is now fully executed — and the real story today is what happened next: OpenAI closed its $110B raise (Amazon $50B, Nvidia $30B, SoftBank $30B) at a $730B valuation and simultaneously secured classified Pentagon network access, completing the most rapid consolidation of AI capital, government access, and infrastructure control ever seen.
OpenAI closed a $110B raise led by Amazon's $50B — displacing Microsoft as its primary infrastructure partner — while simultaneously securing classified Pentagon access, creating the most concentrated…
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Investor The AI agent market is splitting into builders and infrastructure — and the infrastructure layer is where the next Datadog-scale outcomes will emerge.
The AI agent market just split into builders and enablers, and the enablers — agent observability, agentic security, cost attribution — are where the next Datadog-scale outcomes will form, all current…
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