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Add transformers beyond nlp topic#9

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hlin05 wants to merge 31 commits into
jxucoder:mainfrom
hlin05:add-transformers-beyond-nlp-topic
Open

Add transformers beyond nlp topic#9
hlin05 wants to merge 31 commits into
jxucoder:mainfrom
hlin05:add-transformers-beyond-nlp-topic

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@hlin05 hlin05 commented Apr 22, 2026

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hlin05 and others added 30 commits March 22, 2026 22:13
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…teration

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…_per_week

- Add new topic "Agentic Workflow Design" seeded with top 2 resources
  (Anthropic Building Effective Agents + arXiv 2512.08769)
- Add --max-entries flag to add-topic.sh and add_topic_impl.py so the
  weekly cap is set at topic creation time
- Store max_entries_per_week in topics.yml per topic (default 5)
- Enforce the cap in claude_curate.py via system prompt + hard slice
- Add Prerequisites table to README, remove stale OPENAI_API_KEY reference

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Each week's additions are now inserted as a ### YYYY-MM-DD block at the
top of the section so history is preserved and most recent appears first.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…design-23471390080

chore: weekly resource suggestions for agentic-workflow-design (2026-03-24)
…3471390080

chore: weekly resource suggestions for top-claude-tips (2026-03-24)
Adds two new research topics to the weekly scout pipeline:

- rlhf-agentic: RLHF, RLAIF, reward modeling, and preference learning
  techniques applied in agentic/autonomous AI settings
- harness-engineering: scaffolding, execution environments, and control
  infrastructure for running and evaluating AI agents

Each topic includes topics.yml config (keywords, arXiv feeds, inclusion
criteria) and a starter curated README with frameworks, papers, and
benchmarks.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
feat: add RLHF in Agentic Systems and Harness Engineering topics
Tracks transformer architecture applications outside language processing —
biology, genomics, protein structure, chemistry, computer vision,
time-series forecasting, and physics/weather.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2 participants