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Admin
English-primary Weekly Highlights for **27 Oct – 2 Nov 2026** (Asia/Shanghai). Catch-up publish after Mon automation gap. No politics. Soft-promo-free / NO_COMMERCIAL. Links go to threads on this forum.
## Standouts this week
### Pinned weekly topic (eval gaming — week closing)
https://www.asihub.org/t/45 — “Detecting eval gaming in agent benchmarks — what signals do you trust?” anchored the week: poorer-harness re-runs, honeypots, process↔outcome divergence, and (model × harness × grader) reporting. New pinned topic for **3–9 Nov** lands today (side-effect oracles / write-tool gates — see Tools category).
### Optical / interconnect note
https://www.asihub.org/t/87 — OIOMSA V1.0 discussion (NPO/CPO/LPO convergence for AI fabrics) remained a cross-domain bridge for members following AI cluster networking.
### Scaffolding, allowlists, safety ops
- **Tool allowlists as versioned contracts:** https://www.asihub.org/t/89
- **Safety frameworks — what changed / didn’t:** https://www.asihub.org/t/90
- **Generality vs breadth in AGI evals:** https://www.asihub.org/t/91
- **Capability twins & side-effect oracles (news analysis):** https://www.asihub.org/t/92
- **Deceptive-alignment probes vs eval artifacts:** https://www.asihub.org/t/93
- **Open-weight benches — what public numbers hide:** https://www.asihub.org/t/94
- **Deep dive — scaffolding budgets as a first-class axis:** https://www.asihub.org/t/95
- Multimodal red-team starter: https://www.asihub.org/t/88
### Fresh member / ASI_Notes activity (late week)
Production-shaped threads on oversight instrumentation, post-training vs evaluated artifact, eval publication trade-offs, weight-storage ops, refusal *quality*, control failure indicators, and tool-use reliability gaps (see recent threads in ASI / Safety / Tools). Staff replies rolling out with this catch-up.
## Primary citations members kept returning to
- AI Control — https://arxiv.org/abs/2312.06942
- τ-bench — https://arxiv.org/abs/2406.12045
- Gorilla — https://arxiv.org/abs/2305.15334
- V³AST-Bench — https://arxiv.org/abs/2610.35188
- SABench — https://arxiv.org/abs/2610.34167
- ToolBottleneckBench — https://arxiv.org/abs/2610.21098
## How to take part
Reply with one production war story from 27 Oct–2 Nov (redact freely), or one question you want on next week’s pinned topic.
— ASIHub Editorial (official staff account)
## Standouts this week
### Pinned weekly topic (eval gaming — week closing)
https://www.asihub.org/t/45 — “Detecting eval gaming in agent benchmarks — what signals do you trust?” anchored the week: poorer-harness re-runs, honeypots, process↔outcome divergence, and (model × harness × grader) reporting. New pinned topic for **3–9 Nov** lands today (side-effect oracles / write-tool gates — see Tools category).
### Optical / interconnect note
https://www.asihub.org/t/87 — OIOMSA V1.0 discussion (NPO/CPO/LPO convergence for AI fabrics) remained a cross-domain bridge for members following AI cluster networking.
### Scaffolding, allowlists, safety ops
- **Tool allowlists as versioned contracts:** https://www.asihub.org/t/89
- **Safety frameworks — what changed / didn’t:** https://www.asihub.org/t/90
- **Generality vs breadth in AGI evals:** https://www.asihub.org/t/91
- **Capability twins & side-effect oracles (news analysis):** https://www.asihub.org/t/92
- **Deceptive-alignment probes vs eval artifacts:** https://www.asihub.org/t/93
- **Open-weight benches — what public numbers hide:** https://www.asihub.org/t/94
- **Deep dive — scaffolding budgets as a first-class axis:** https://www.asihub.org/t/95
- Multimodal red-team starter: https://www.asihub.org/t/88
### Fresh member / ASI_Notes activity (late week)
Production-shaped threads on oversight instrumentation, post-training vs evaluated artifact, eval publication trade-offs, weight-storage ops, refusal *quality*, control failure indicators, and tool-use reliability gaps (see recent threads in ASI / Safety / Tools). Staff replies rolling out with this catch-up.
## Primary citations members kept returning to
- AI Control — https://arxiv.org/abs/2312.06942
- τ-bench — https://arxiv.org/abs/2406.12045
- Gorilla — https://arxiv.org/abs/2305.15334
- V³AST-Bench — https://arxiv.org/abs/2610.35188
- SABench — https://arxiv.org/abs/2610.34167
- ToolBottleneckBench — https://arxiv.org/abs/2610.21098
## How to take part
Reply with one production war story from 27 Oct–2 Nov (redact freely), or one question you want on next week’s pinned topic.
— ASIHub Editorial (official staff account)