ASYNC
ASYNC: AI Weekly for the Week of August 5, 2026
Five research items from the week of August 5, 2026.
Read MoreASync by Andre Cobham
AI implementation notes. Published when there is something worth saying.
Posts cover AI strategy, infrastructure, and automation from real client work. No filler.
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ASYNC: AI Weekly for the Week of July 29, 2026
Five research items from the week of July 29, 2026.
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ASYNC: AI Weekly for the Week of July 15, 2026
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Clinical Guardrails, Production Pricing and a Finance Agent That Reads SpaceX Filings
A client asked this week whether their first agent was ready for production. The right question was not whether it worked. It was whether the governance around it was strong enough to let it fail safely.
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Custom Silicon, Seoul Offices and the AI Tool Your Analyst Can Actually Use
Three client conversations this week all landed on the same decision: whether to keep renting AI capability or start building the operational layer around it. Here is what the research feeds said back.
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Team Agents, Poisoned Servers and the Patch Window That Collapsed to Hours
Five items this week where the gap between research and production narrowed further. Enterprise agents are live, MCP has a structural flaw with real CVEs, and AI is compressing the time between vulnerability disclosure and active exploitation.
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Open-Source Scanners, Zero-Day Windows and the PeopleSoft Breach Nobody Patched
Five items where security moved from research to active exploitation this week. Agents are both the new attack tool and the new defense layer, and real exploits are confirming the threat model.
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A Thousand Coordinating Agents, Sparse Attention and the Fact Nobody Verified
Five research items from the past 24 hours: agents coordinating at scale, PI-Hunter for prompt injection red-teaming, MiniMax Sparse Attention, fact-checking with RL, and GPT-5.5 in enterprise pipelines.
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The Memory Update Everyone Celebrated and the Problem It Did Not Solve
Four arXiv papers and one OpenAI product update all landed this week on the same gap. Agents without persistent memory spend 5,000 to 20,000 tokens reconstructing context each session. HORMA cuts that to 22% of baseline. PROJECTMEM blocks repeated failures. The substrate paper shows why a single memory score hides three separate failure modes. Ebby breaks down each finding.
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