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#PQライブ# 最強で最高すぎ 本当に泣いた 私の今年のメンタルを支えてくれた曲、初めて生で聞けて無理すぎた大好きだよ〜〜〜〜😭😭😭😭😭😭😭😭😭😭

千秋ちゃん主催アコースティックライブお越し頂いた皆様 ありがとうございました♩(pq*´꒳`*)♡*。 素敵な会場でした！！ みつるさんとの写真忘れてしまった。。。

AI 视频剪辑 Skill 分享「video-use」 @browser_use 团队推出的开源 Skill，定位为面向 AI Coding Agents（Codex、Claude Code、Cursor、Hermes Agent 等）的视频剪辑 Skill。它不做传统意义上的 Premiere / CapCut 替代品，它是一套让 LLM 通过 “阅读转写文本 + 按需可视化” 来理解视频、并调用 ffmpeg 等工具完成剪辑的 prompt-engineering + 工具脚本集合。 # 核心思想：LLM 不“看”视频，它“读”视频 第一层：音频转写文本（always loaded） 通过 ElevenLabs Scribe 获得逐词时间戳、说话人分离、音频事件标记（如笑声、叹息、掌声），打包成约 12KB 的 takes_packed.md。这是 LLM 的主要“阅读材料”。 第二层：视觉时间线视图（on demand） 仅在决策点（歧义停顿、重拍对比、切点校验）调用 timeline_view.py 生成胶片帧 + 波形 + 字幕的 PNG 复合图。 对比朴素方案“30000 帧 × 1500 tokens = 4500 万 tokens 噪声”，项目走的是 “12KB 文本 + 少量 PNG” 的轻量化路径。这与 Browser Use 让 LLM 读结构化 DOM 而非直接看截图的思路一致。 # 技术流水线：Transcribe → Pack → Reason → EDL → Render → Self-Eval 1. 转写 - transcribe. py / transcribe_batch.py 提取 16kHz 单声道音频，调用 ElevenLabs Scribe，缓存为 transcripts/.json 2. 打包 - pack_transcripts.py 将逐词 JSON 合并为按 0.5s 静音或说话人切换断句的 takes_packed.md 3. 决策 - LLM 自身 阅读 packed transcript，必要时用 timeline_view.py 可视化 4. 生成 EDL - subagents 输出 JSON 格式 edl.json，包含源文件、切点、节奏标签、引用、原因 5. 渲染 - render. py 分段提取 → 无损 concat → 叠动画 → 压字幕 → 响度标准化 6. 自评估 - timeline_view.py + LLM 在输出文件的每个切点 ±1.5s 检查跳帧、爆音、字幕遮挡，最多 3 轮 # 关键工程细节： ffmpeg 为主的剪辑实现 1. 分段提取 + -c copy 拼接（避免叠 overlay 时二次编码） 2. 每段边界 30ms 音频淡入淡出（消除切点爆音） 3. overlay 使用 setpts=PTS-STARTPTS+T/TB 进行时移，确保动画第 0 帧对齐输出时间线 4. 字幕始终最后叠加（防止被动画遮挡） 5. Master SRT 使用输出时间轴偏移：output_time = word.start - segment_start + segment_offset 6. 切点必须落在词边界，并加 30–200ms 填充以吸收 Scribe 50–100ms 的时间戳漂移 7. HDR 源自动 tone-map（HLG/PQ → Rec.709 SDR） 8. 竖屏源自动按高度缩放 9. 两-pass loudnorm：-14 LUFS / -1 dBTP / LRA 11，符合主流社交平台标准 # 动画与包装：多引擎并行 1. HyperFrames：HTML/CSS/GSAP compositions，适合产品 UI、网页转视频、动态排版 2. Remotion：React 组件化 compositions 3. Manim：数学/技术/3Blue1Brown 风格解释动画 4. PIL + PNG sequence + ffmpeg：简单卡片、计数器、打字效果 # SKILL.md 的 12 条“铁律”：生产正确性优先 1. 必须遵守的 12 条硬规则：字幕最后、分段提取再拼接、30ms 淡入淡出、PTS 时移、SRT 输出时间偏移、不切在词中、切点填充、逐词 ASR、缓存转写、并行动画、先确认策略再执行、输出在 /edit/ 2. 其余全部是可调整的“worked example”：调色风格、字幕分块、动画时长、节奏等都可按材料和用户品牌定制

Em Engenharia existe um conceito chamado Fator de Encagaçamento. O cliente diz que a ponte vai ser usada por no máximo caminhões de 20 toneladas. O engenheiro leva em conta que SEMPRE vai ter um arrombado levando 30 toneladas que vai ignorar a placa de limite de peso. Adiciona a isso o treliça mal-feita pq o peão estava mais bêbado que o normal, o cimento xing-ling misturado com raspa de coco e o vergalhão reciclado. Aí ele projeta a ponte para 40 toneladas. Esperemos que seja o caso.

REVOLTANTE! Que absurdo, mano! Ele só estava cuidando das filhas pequenas 🥹 Um pai viajava com as duas FILHAS PEQUENAS e parou na QT pq elas precisavam ir ao banheiro. Como o feminino tava vazio, ele entrou com elas. Um homem entrou gritando, ligou pra polícia e, mesmo com as meninas chorando apavoradas com a situação, ele ainda OFENDEU o pai.

Qubitor $QBT is a Base-launched post-quantum security ecosystem built around the next migration in crypto security. CA: 0x24D621B1f5f1CF295313C88dC331012140e52D54 The first focus is the account and operations layer: wallets, smart accounts, bridge controls, admin keys, sequencer/operator keys, governance, and upgrade authority. Qubitor Network is developing a post-quantum execution layer track with PQ-native accounts, ML-DSA verification, and no-default-EOA architecture. Quanta Wallet is the official wallet/account layer owned and maintained by Qubitor, built for smart accounts, safer key management, hybrid signing paths, recovery, and future post-quantum upgrades. Quantum resistance is not a single switch. It is a full-stack migration. Liquidity Lock: - Liquidity is locked for 365 days and will be extended 3 months before unlock. Qubitor Foundation: - 3.33% supply locked for 3 months. This allocation is reserved for Tier 1 CEX listing preparation. - 3.33% supply locked for 6 months. This allocation is reserved for ecosystem expansion after launch. Qubitor's direction goes beyond the first market phase, with focus on account-layer security, stronger wallet infrastructure, safer signer models, recovery systems, key rotation, and future post-quantum readiness. This work needs room to grow properly. It involves development, testing, integrations, audits, infrastructure support, and long-term planning. - 3.33% supply locked for 1 year. This is Qubitor's long-term strategic reserve. It is reserved for bigger growth phases such as major partnerships, exchange expansion, market-making support, ecosystem incentives, audits, product development, wallet infrastructure, marketing, grants, and future integrations. The lock keeps this allocation out of early circulation while giving Qubitor room to support larger opportunities when the ecosystem is ready.

【2026.5.15】The difference between the implied volatility of 1-month 25-delta put and call options on US tech stocks (i.e., option skewness) has decreased significantly (bottom right of the chart). While a decrease in option skewness is generally a positive sign, it is currently near historical lows, indicating excessive optimism and an underestimation of risk. Any extreme extreme in anything is a sign of a reversal, and option skewness nearing historical lows often foreshadows potential increases in short-term market volatility. Once external factors cause disruptions that fail to further drive market expectations, extreme optimism can turn into extreme disappointment. Therefore, when option skewness is at historical lows, leverage should be appropriately reduced and hedging protection increased. Similar to the VIX, extremely low volatility itself may only be noteworthy, but if several fatal combinations occur simultaneously (e.g., low volatility + high valuation + pessimistic options market + tightening PQ liquidity), especially in the RXM/SPX range... As previously discussed, this reflects the true risk appetite of market participants, meaning that option pricing is currently extremely cautious (low ratio). Meanwhile, market valuations are high, and volatility remains low (VIX remains low). Liquidity is tightening (PQ) (see the chart below for several dimensions).