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+# AI Knowledge Base
+
+**What this is:** Tony's evolving record of AI releases, hardware configurations, tools, and links
+worth remembering. Grows daily from the 21:30 knowledge debrief.
+
+**What this is NOT — the one rule that keeps this safe:**
+
+> **This file is a library, not a backlog.**
+
+Nothing here is a commitment. Reading something interesting and filing it costs nothing. The moment a
+find makes Tony want to *build* something, it goes in the mentor's `queue.md` and waits its turn behind
+the active item — it does **not** become today's work.
+
+The test of whether this ritual is working: **does this file grow while the active item still ships?**
+If the notes grow and Thornhill stalls, the ritual has failed and we cut it. Tony's admitted failure
+mode is exactly this — investigating too many ideas at once until he's paralysed. A capture ritual is
+a *defence* against that, not an invitation to it, but only as long as it stays capture.
+
+**Format:** dated, one line per entry, link if there is one, no evaluation, no "I should try this."
+
+```
+## YYYY-MM-DD
+- <what it is> — <one clause on why it's interesting> — <link>
+```
+
+---
+
+## 2026-09-11
+
+- **"96 GB VRAM 5090" sold via Alibaba** — *reported by Tony from a link someone sent.*
+  **VERIFIED 2026-09-11** — the claim is true.
+  - **Shenzhen Suqiao Intelligent Technology** (a Chinese OEM/ODM, 10+ years making GPUs, boards,
+    servers) listed a modified **RTX 5090 with 96 GB** on Alibaba at **$3,888** — 3× the stock 32 GB.
+    Covered by Tom's Hardware and TechPowerUp, both published **11 Sep 2026**.
+  - **Why it's plausible, not fantasy:** NVIDIA's own **RTX PRO 6000 Blackwell** uses the *same GB202
+    silicon* with 96 GB of GDDR7. The mod is likely a custom PCB in clamshell mode plus modified
+    firmware — the same route that produced the RTX 4090 48 GB, 3090 48 GB, and 5080 32 GB mods.
+  - **Caveats worth keeping attached:** the listing's own specs are internally inconsistent — it
+    claims **GDDR6X** and 14 Gbps, but GDDR6X only shipped in 2 GB modules (capping clamshell at
+    48 GB) and runs 19–24 Gbps. Also: **no NVIDIA support, no warranty.** And the price is all over
+    the map — $3,888 listed, ~$5,900 from other Alibaba sellers, ~**$8,200** quoted in Shenzhen's
+    Huaqiangbei market for a card plus the 96 GB swap.
+  - **Relevance — read this before getting excited:** if the cards are real and stable, this is the
+    cheapest route to large-VRAM local inference, which is directly on the path to Tony's stated
+    long-term aim (bots doing the work). But it is gray-market hardware with no recourse.
+    **This is a research entry, not a purchase.** It goes in the queue if Tony ever wants to act.
+
+---
+
+## Themes to watch
+
+*(Added as patterns emerge — the point of a knowledge base is that it eventually tells you something
+you didn't know you knew.)*
+
+- **Local inference hardware** — VRAM-per-dollar, modified cards, multi-GPU configs. Relevant because
+  Tony's stated long-term goal is automation that runs without renting someone else's model.
+- **Agent harnesses & orchestration** — releasing fast. See the mentor's `notes/deepseek-harness.md`
+  for the DeepSeek Harness briefing (parked).