Data Brief
Tuesday
11 月 3 日
Life
weather · Grok quota23°
⛅️ 部分時間多雲
青衣 · 體感 26°
濕度 91%
Quota
tap = openToday’s schedule
tap row = open- —今日無行程
Publish
Cover + task cards · tap openNews
tap row = openAI news
Last 24h · Top 4- Anthropic Flags Imminent AI Progress Acceleration in FilingS-1/A cites an RSP threshold for 2× AI-driven progress pace.The shortlist says Claude already writes >90% of Anthropic code.
- DeepSeek Harness Launches Creator Mode for Custom PluginsPlain-English prompts create design, sandbox and 3D plugins on desktop or web.The shortlist says it supports OpenAI-compatible and local models.
- Anthropic Adds Invisible Watermarks to Claude AI Text WorldwideThe shortlist says statistical watermarking on Claude text starts Nov 3.Detection is described as regulator-gated ahead of the EU AI Act.
- Sam Altman: Next GPT Directed Multi-Agent Navier–Stokes ProofThe shortlist describes a Lean-verified fluid-dynamics proof using ~10k agents over 88 hours.It links the work to an ADNOC/G42 energy-AI push.
Top AI posts on X
verified posts · max 4- OpenAI: LifeVal personal-assistant benchmarkOfficial benchmark shaped around ChatGPT-user tasks, from childcare to daily operations.The post frames the work around AI for everyday life.
- Battlefield 1942 C engine → browser via Claude CodeA classic FPS engine was decompiled and brought to the browser.The shortlist notes this continues a desktop-to-browser port streak.
- Austen: Last 24 Hours in AI (builders)A builder-focused roundup covers coding-agent practices and a Claude-built HN project.It also flags a ChatGPT HTML preview and NES-in-4B.
- Anthropic Residency applications openA paid, fixed-term safety/research residency is accepting applications through Nov 22.The shortlist says an ML background is not required.
NFT
News onlyNFT news
Last 24h · Top 4- TERA: $TERA live + Land NFT mint Nov 4The shortlist says the playable city is live and $TERA is on Hood Launcher.It lists 3,333 Land NFTs for a free OpenSea mint on Robinhood Chain.
- Ninefold: NFTs that redraw from owner’s walletThe 999 on-chain pieces visualize an owner’s top wallet holdings.The artwork redraws on transfer; mint is listed as coming soon via OpenSea.
- Suited Ape Society floor tops ~$600 + free mutantsThe shortlist reports a roughly $604 floor after a free mint.It says a one-for-one mutant unlocks districts and tokenized stocks.
- Mutant Monday + Mudwater pack chase for BAYCThe item describes a recurring community event and claimable Yuga Mudwater Solana packs.Packs are listed as claimable through Jan 2027, with 1/1 foils.
Agent craft
可直接借用嘅 agent 做法@poteto原帖
少而精嘅 bot team，同步維護 skills
適用時機開新 bot、收斂 bot 分工或 onboard 新任務時。
少養幾個主力 bot，唔好堆一大堆 archive。新指令隨手寫入 skill／routine，令分工同做法同步。
@poteto原帖
用有預算嘅 routines，減少重複 token 工作
適用時機安排定時巡查、訂閱觸發或重複填 brief 時。
定時／訂閱 routine 要有預算，寧願慢過狂醒。重複工夫優先用 script／skill，唔好每次燒 token。
@steipete原帖
長任務分 planner、coder 同 challenger
適用時機長跑 coding／重構，或者想有第二把尺挑戰進度時。
多日 coding 拆 planner 帶 coder，另加挑戰進度嘅角色。唔好同一個 agent 又計劃又寫又自評。
@swyx原帖
低 effort 起跑，配合定時 critique
適用時機額度或吞吐量受限、長任務容易走樣時。
額度緊用較低 effort 起跑，再定時 critique／對齊目標。唔使每步都拉滿思考；卡住先加力。
@yoheinakajima原帖
先喺核心工作以外校準 agent 信任
適用時機擴大核心 bot 權限或 connector 範圍之前。
先喺低風險沙盒試權限同做法，記低成敗。驗證得先升級返核心 bot。