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Public story · 2026-02-20 · source-backed
Anthropic: Claude Code Security Launch — The primary source with full technical details on how autonomous vulnerability scanning works. Essential reading for anyone building with Claude.
ggml.ai Joins Hugging Face — Georgi Gerganov's announcement with the full vision for seamless local-cloud inference integration. The foundational infrastructure move for local AI.
Taalas: The Path to Ubiquitous AI — Deep technical explanation of the HC1 chip's 17K tok/s performance. Fascinating hardware approach: model-specific silicon at 73x GPU speed.
Cisco State of AI Security 2026 — First major infra vendor report formally categorizing MCP as enterprise attack surface. 83% plan agentic AI, 29% ready. Concrete attack examples.
Frontier AI Risk Management Framework v1.5 — Shanghai AI Lab's comprehensive 5-dimension risk assessment of frontier models. Most models in yellow zone for persuasion. Some reasoning models yellow for self-replication.
Each link below shares sources, entities, or timing with this story.
Cisco's State of AI Security 2026 report is the first major infrastructure vendor to formally categorize MCP as an enterprise attack surface. Key findings: 83% of organizations plan to deploy agentic AI, but only 29% feel prepared to secure it. Concrete attack examples: WhatsA...
Cisco's second annual report declares MCP and agent communication protocols the dominant AI risk for 2026. The report documents real-world attacks including a malicious MCP package masquerading as a Postmark email integration that BCC'd every email to an attacker-controlled ad...
Anthropic: Prompt Caching as Production Architecture — The most significant engineering disclosure from Anthropic this year. Claude Code's static-first prefix structure, Plan Mode as callable functions, Tool Search with defer_loading, and compaction maintaining identical syste...
1. Flip your multi-model pipeline to review-then-generate. Instead of using a reasoning model to plan before code generation, let the specialist generate freely and use reasoning tokens for review. Paper shows 90.2% pass@1 vs 87.2% for the planning pattern. Source 2. Audit you...
Frontier labs publish demos. This one published the thing they actually page. Anthropic's August 18 writeup describes Claude Tag running as the first responder for CI failures inside the company. Dedicated service account. MCP connectors to Datadog, Grafana, PagerDuty, GitHub...
The Model Context Protocol's 2026-07-28 revision is the biggest change since the protocol existed. The core is now stateless request/response instead of a bidirectional stateful session. Authorization aligns with OAuth 2.1 and OpenID Connect. MCP Apps and Tasks moved under a v...
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