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Persistent PGD currently supports sc only (production); c/nsc/bsc are refused loudly by _assert_supported_persistent.
Fresh-PGD already supports c/bc/bsc. Full torch parity requires persistent nsc (per-component, ...
kind:deferred-feature
parity
subsystem:adversary
wave-2
ocg-goodfire
TikTok Affiliate Policy Intelligence
Signal Detected
TikTok Shop affiliate policies continue to evolve in 2026. Recent updates include:
1. Stricter content disclosure rules — Affiliate content must ...
affiliate
coordinator
publisher
vanguard
cpa01cmz-beep
TikTok Video Shopping Ads — Format Opportunity
What
Video Shopping Ads (VSA) allow direct product tagging in organic-style videos, enabling seamless checkout without
leaving TikTok.
Why This Matters ...
content
publisher
vanguard
torch averages n_samples route-all forwards in the persistent warmup ascent; JAX uses exactly ONE forward. This is a
no-op today because warmup routes-all (no routing variance) and production n_samples=1, ...
kind:decision
needs-decision
parity
subsystem:adversary
wave-1
Vanguard Strategic Calendar — Q3 2026
Identified Seasonal Opportunities for Affiliate Content
| Event | Date (2026) | Product Fit | Content Angle |
| --- | --- | --- | --- |
| Harbolnas 7.7 | Early July ...
content
coordinator
scraper
vanguard
Perold (1984), Stein (2008), Hirschberger (2010) are cited (paper/cla.tex lines ~87–88, ~825–827) but never engaged —
yet they are the real competitors in the K≪n regime the factor backend targets.
Proposed ...
documentation
tschm
Running setup failed with:
‘’’ == Building bundled gr-ntsc-rc (PR6 + converter-bounds fix, pinned in vendor/; log:
/var/folders/hf/x9tlymld4qncc39j_1w__9nw0000gn/T//fpv-sdr-gr-ntsc-rc-build.log) [XX] ...
rabarar
na-by-design: subgroup/reduction-group collectives are an n-pool-lineage concern. The single-pool path has no pool
coordination, so there is no analog to port. Recorded for completeness.
Refs: torch distributed.py:79,88,110,163. ...
kind:done
parity
subsystem:adversary
Add an experiment comparing the dense cvxcla backend against a vectorized explicit-inverse CLA (not pure-Python
PyPortfolioOpt).
Why. Beating pure-Python loops is unsurprising. The open question a skeptic ...
enhancement
Labels: enhancement gssoc-2026 level:beginner type:feature
Description:
## Pagination for Complaints List
### Problem
Loading all complaints at once is slow and inefficient.
### Solution
Add server-side ...
BhakktiGautam
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.