OpenWiki Bot
5.6 KiB
5.6 KiB
Themes
Recurring topics, signals, and trends observed across Robin's sources. Detailed evidence and item lists live on the relevant /sources/<connector>.md or topic page; this file is the index.
| Topic key | Theme / Signal | First seen | Last seen | Confidence | Sources | Evidence count | Status | Evidence |
|---|---|---|---|---|---|---|---|---|
open-weight-ai |
Open-weights / open-source model releases and policy debate (Inkling, Grok Build OSS, "invest in open source AI" PDF) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 4+ | active | HN: 48924912, 48926590, 48927095, 48931225 |
computer-use-agents |
API/startup activity around agents that drive UIs without APIs (Coasty YC launch, AI-agent databases, GPT-Red) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 3 | active | HN: 48922706, 48931392, 48931204 |
codex-openai |
OpenAI Codex-related product/safety coverage (Codex Micro, follow-up video, GPT-Red) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 3 | active | HN: 48923079, 48931078, 48931204 |
ai-safety-debate |
Public debate on AI alignment, open-weight risk, and "AI is just a tool" framing (DeepMind departure essay, alignment-faking probes, Torvalds, Haskell defector, Karen Hao, LLM-escape fiction) | 2026-07-15 | 2026-07-26 | source-backed | hackernews | 8 | active | HN: 48925271, 48931234, 48930971, 48930929, 48930363, 48931225, 49059995, 49059660 |
llm-on-old-hardware |
Small / tiny LLMs running on cheap or legacy hardware (Gemma 4 26B on 13-yr Xeon, 28.9M-param LLM on $8 ESP32, Inflect-Micro-v2 9.36M voice model) — promoted from watchlist after recurrence | 2026-07-15 | 2026-07-26 | source-backed | hackernews | 3 | active | HN: 48922434, 49050512, 49053375 |
context-engineering-claude5 |
Anthropic's 427-pt "new rules of context engineering for Claude 5" post plus Claude-Code-context-deletion, Opus-5-hardcoded-no-subagents, prompt-cutting experiments, and an Opus 5 status incident — dominant AI-Agent-workflow signal this window | 2026-07-26 | 2026-07-26 | source-backed | hackernews | 5 | active | HN: 49051361, 49056194, 49056022, 49056689, 49055752 |
class-organoid-3d-bioprinting |
Recurring organoid, 3D bioprinting, and 3D-cell-culture automation coverage; this window adds Nature evidence on standardized liver-spheroid workflows and organ-on-chip pharmacomicrobiomics, still application-level rather than vendor launches | 2026-07-16 | 2026-07-26 | source-backed | hackernews, web-search | 14+ | active | HN cluster; Tavily evidence |
MiniMax-m3 |
MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; cleanest signal for the bare MiniMax query which is otherwise substring noise |
2026-07-16 | 2026-07-16 | watchlist | hackernews | 2 | watchlist | HN: M3 model cluster (huggingface + twitter) |
openwiki-brand |
langchain-ai/openwiki (96 pts) — same product family as Robin's OpenWiki; high-engagement on HN |
2026-07-16 | 2026-07-16 | source-backed | hackernews | 1 (+ 2 adjacent wrappers) | watchlist | HN: openwiki cluster |
coding-agent-tooling |
Claude-Code / Codex-CLI wrapper and harness ecosystem (Ruflo, Termic, terminai, Argus, Hallmark, data-loss write-ups, blind taste tests) — derivative tooling but dense recurrence | 2026-07-26 | 2026-07-26 | source-backed | hackernews | 11 | active | HN: 49051072, 49050011, 49055227, 49056316, 49054070, 49058547, 49058441, 49058217, 49049978, 49053523, 49050042 |
local-LLM-stream |
Adjacent to "本地大模型部署" focus — Debian LLM policy vote, Cloudflare AI traffic options, DeepSeek-fundraise leaked transcript, Inflect-Micro-v2 model card | 2026-07-26 | 2026-07-26 | watchlist | hackernews | 4 | watchlist | HN: 49050859, 49052564, 49052912, 49053375 |
agent-memory-architecture |
Show HN items on structured memory / trust layers for agents (Worklog SQLite, Open Knowledge format v0.2, Assumption Ledger) — directly adjacent to OpenWiki's role | 2026-07-26 | 2026-07-26 | watchlist | hackernews | 3 | watchlist | HN: 49059959, 49059889, 49060215 |
Notes
- Promote a watchlist signal to a full theme row only after it recurs or comes from a high-quality source.
- Keep prose here to 1-2 sentences per theme; link out for detail.
- HN evidence rules: low-engagement items are watchlist by default; promotion requires recurrence, strong engagement, or corroboration.
- Vendor brand signal: CelVivo, 3Brain, Cellink, ClinoStar, and ClinoReactor still have no material HN footprint (see /sources/hackernews.md for the per-query hit table). Watch the next run — recurrence would change the picture.
- Query-set rotation: the 2026-07-26 run focused on LLM-agent topics and dropped the life-science / organoid / vendor queries, so
class-organoid-3d-bioprintingand the vendor brands were not refreshed. Next run should re-add those queries alongside the LLM-agent set.