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2026-08-18

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harry0703/MoneyPrinterTurbo

Python · ★ 105,891 · 🍴 16,098 · 📈 1,275 stars today

利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

中文介绍 AI一键生成高清短视频,适用于主题或关键词的视频制作。

usestrix/strix

Python · ★ 54,086 · 🍴 5,791 · 📈 656 stars today

Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.

中文介绍 开源AI渗透测试工具,用于发现和修复应用程序漏洞。

nautechsystems/nautilus_trader

Rust · ★ 25,874 · 🍴 3,371 · 📈 115 stars today

Production-grade Rust-native trading engine with deterministic event-driven architecture

中文介绍 Rust原生生产级交易引擎,具有确定性事件驱动架构。

akitaonrails/ai-memory

Rust · ★ 1,993 · 🍴 192 · 📈 207 stars today

Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors

中文介绍 用于长期记忆的解决方案,便于不同代理商之间的交接。

mukul975/Anthropic-Cybersecurity-Skills

Python · ★ 28,366 · 🍴 3,446 · 📈 156 stars today

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains ·

中文介绍 为AI代理提供结构化网络安全技能,映射至多个框架。

AlexsJones/llmfit

Rust · ★ 32,220 · 🍴 1,997 · 📈 239 stars today

Hundreds of models & providers. One command to find what runs on your hardware.

中文介绍 提供多模型和提供商支持,一键查找硬件上可运行的模型。

santifer/career-ops

JavaScript · ★ 64,573 · 🍴 12,650 · 📈 147 stars today

Open-source AI job search: scan job portals, evaluate listings with a structured A-F rubric into a 1.0-5.0 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…)

中文介绍 开源AI求职工具,扫描职位门户,评估职位,定制简历,跟踪申请。

jundot/omlx

Python · ★ 18,964 · 🍴 1,644 · 📈 96 stars today

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

中文介绍 适用于Apple Silicon的LLM推理服务器,支持连续批处理和SSD缓存。

immich-app/immich

TypeScript · ★ 111,105 · 🍴 6,574 · 📈 337 stars today

High performance self-hosted photo and video management solution.

中文介绍 高性能自托管照片和视频管理解决方案。

cordiverse/cordis

TypeScript · ★ 5,545 · 🍴 294 · 📈 959 stars today

Meta-Framework of Spatiotemporal Composability

中文介绍 时空可组合性的元框架。

agalwood/Motrix

TypeScript · ★ 53,025 · 🍴 4,926 · 📈 295 stars today

A full-featured download manager.

中文介绍 功能全面的下载管理器。

Scaling Domain Data Repetition in LLM Pretraining

👍 5

As large language models scale, their training-token budgets must also increase to maintain an appropriate tokens-per-parameter ratio (\(TPP\)). However, high-quality domain data is much harder to scale than general web data. As model size and the training-token budget increase, its fraction in the

Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning

👍 31

We introduce Mobius-v0, an architecture that comprises a globally shared Memory (FFN) that stores knowledge vectors and multiple Reasoners (Self-Attn) that iteratively achieve compositional reasoning. Using hidden states as cache and carrier, reasoners repeatedly query memory for required knowledge-

Marionette: Predicting World States, Rendering Geometry, Painting Appearance

👍 22

Interactive game world models typically autoregress visual observations directly in pixel or latent space, forcing structured properties such as pose, geometry, and occlusion to be implicitly maintained by the same generative sequence. Over long horizons, errors in these latent world properties accu

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

👍 8

LLM agents in the ReAct paradigm alternate between reasoning, acting, and observing, but deliberate reasoning is confined to the Thought phase: while the agent serializes an action and waits for the environment, its reasoning is frozen. We identify this recurring interval for Action and Observation

Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models

👍 2

Which reasoning behaviors are associated with correct answers in reasoning models, and does reasoning-oriented training amplify those behaviors? This distinction is important because reasoning-oriented training can make traces look more deliberative without amplifying the behaviors most tied to mode

LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure

👍 6

Modern language models are trained on heterogeneous web-scale text corpora. Consequently, studying knowledge and skill acquisition is difficult, as prior exposure to related content is hard to characterize. To address this challenge, we introduce LITTLECURRICULUM, a curated 88B-token pretraining cor

Latent On-Policy Self-Distillation

👍 10

Enabling agents to learn from experience and internalize it into their policy has become a central problem in self-evolving AI. On-policy self-distillation (OPSD) offers an effective pathway by using a privileged self-teacher to provide dense supervision on the student's own trajectories; however, e

HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark

👍 15

Humanoid motion tracking is central to teleoperation and whole-body imitation, yet evaluation often disagrees with what people perceive in videos. Kinematic errors average per-frame pose differences but miss the physical artifacts that matter most, particularly unstable support and incorrect contact

Claim-Level Reliability Assessment for Efficient Test-Time Reasoning

👍 10

We propose claim-level falsification as a principle for test-time scaling and instantiate it through Claim-Level Reliability Assessment (CLR), a training-free framework that reallocates test-time compute from additional solution sampling to targeted verification. Since whole-trace evaluation often o

Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing

👍 11

Large language models (LLMs) achieve remarkable performance across natural language tasks, yet they are trained on static corpora and their knowledge quickly becomes outdated in a fast-changing world. This motivates knowledge editing (KE), which updates specific knowledge in an LLM without changing

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

👍 10

This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no pre-existing oracle to validate the target behaviour. The task, dismantling a central in

MobileMem: Learning from a Year of Mobile Experiences

👍 20

The next generation of AI agents is increasingly moving beyond systems that answer isolated questions toward persistent personal assistants that can understand, remember, and continuously learn from users' experiences. Such assistants require long-term memory to accumulate and leverage user-specific

Thought-Level Beam Search for Reasoning

👍 14

Test-time compute scaling is a primary driver of performance in large reasoning models (LRMs), but extreme inefficiency bounds current approaches, shifting the critical question from how much compute to spend, to where to allocate it. We formalize test-time reasoning as a constrained compute allocat

Multimodal Model Diffing for Feature Discovery and Control

👍 8

Multimodal Large Language Models (MLLMs) exhibit strong visual understanding, yet the internal features that cause these behaviors remain difficult to identify, audit, or control. While applicable to post-hoc inspection, hidden states that are decomposed into interpretable feature directions using s

Mitigating Gender Bias in English to Romanian Machine Translation

👍 9

Machine translation (MT) systems often fail to correctly translate gender, especially when converting from a gender-neutral language like English to a gendered target language such as Romanian. This bias results in translations that default to masculine forms or reinforce gender stereotypes. We prop

Maglev: Sliding Recurrent Memory

👍 14

We introduce , a recurrent Transformer architecture with fixed-size memory that generalizes sliding-window attention while remaining parallelizable during training. consists of two coupled models: a prefiller Q, which leverages full attentionIn practice, we use interleaved full and sliding-window a

Verifier-Induced Support Reshaping in On-Policy Optimization

👍 4

We show that on-policy reinforcement learning with verifiable rewards (RLVR) can improve the current objective while making successful behaviors for later objectives too rare to sample and reinforce. We call this verifier-induced support reshaping and define effective rewardable support as successfu

Modular Cognitive Architecture Emerges in Large Language Models

👍 11

The human brain exhibits a striking degree of functional specialization, with distinct networks supporting language, formal reasoning, reasoning about other minds, and reasoning about the physical world. Is this modular organization a fundamental principle of how intelligent systems must be built, o

How to build a $2M video production pipeline

@EXM7777 · 131.5K 粉丝 · 172.8K 阅 · 516 赞 · 38 转

i'm giving you 7 free skills and the exact pipeline directors are using to produce AI films with millions of dollars in budget in higgsfield... the whole system revealed step-by-step, with the skill

中文介绍 分享构建价值 200 万美元视频制作流程的 7 个免费技能和具体步骤。

Securing the Infrastructure of Intelligence

@JensenHuang · 1.0M 粉丝 · 110.9K 阅 · 1.9K 赞 · 234 转

Land, power and shell: The next critical resource for AI factories. AI factories are the defining infrastructure of the AI era—where compute transforms energy and data into intelligence that powers

中文介绍 探讨土地、能源和壳体作为 AI 工厂的关键资源,AI 工厂是 AI 时代的定义性基础设施。

Grok Bot for GTM

@kristaletz · 4.2K 粉丝 · 41.6K 阅 · 513 赞 · 24 转

This is how I use Grok Bot for Enterprise GTM at SpaceXAI. When we were initially dogfooding this product internally, Grok Bot rapidly gained adoption throughout the company, and I created an internal

中文介绍 介绍如何使用 Grok Bot 在 SpaceXAI 进行企业级 GTM,并快速在公司内部推广。

The Holy Trinity - pi, herdr and opencode go

@TheGlobalMinima · 4.0K 粉丝 · 31.4K 阅 · 527 赞 · 17 转

tldr; my current AI coding setup is Pi, Opencode Go and Herdr This year, we are seeing a boom in harness engineering. What initially started as simple scaffolding around an LLM is now one of the most

中文介绍 分享使用 Pi、Opencode Go 和 Herdr 的 AI 编码设置,探讨 harness engineering 的兴起。

ORACLE: Confirmed AI Bots Actively Trading on Polymarket — Gains Reaching 200% Within 24 Hours

@OracleFndAI · 23.9K 粉丝 · 2.3K 阅 · 3.1K 赞 · 594 转

In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We

中文介绍 报告 2026 年 AI 代理在预测市场中的有效性,算法和 AI 驱动的钱包占 Polymarket 活动的 30% 以上。

What Flock’s defenders are missing

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Flock, the police-tech giant known for its network of some 120,000 automatic license plate readers around the US, announced some changes to its platform last Thur

中文介绍 MIT Tech Review AI报道Flock公司,其在美国拥有约12万个自动车牌识别系统,宣布了一些变化。

What happens when a kid’s robot best friend dies?

When Xander first met Moxie, she taught him that when he was anxious, he could calm down by exhaling through his lips so that he buzzed like a bee. They practiced breathing like dragons to manage feeling mad and sniffing like bunnies to boost his energy. But in the six years they’ve known each other

中文介绍 MIT Tech Review AI探讨儿童机器人朋友去世后会发生什么,以Xander和Moxie的故事为例。

The Defender’s Window

AI is reshaping cybersecurity for attackers and defenders alike. Learn how OpenAI is strengthening its defenses and what security teams can do now.

中文介绍 OpenAI新闻介绍AI如何重塑网络安全,强调其防御措施和安全团队的新行动。

OpenAI joins PORTS-Pike project

OpenAI joins PORTS-Pike project, expanding community investment and supporting thousands of Southern Ohio jobs

中文介绍 OpenAI加入PORTS-Pike项目,扩大社区投资并支持俄亥俄州南部数千个工作岗位。

New policy ideas for the Intelligence Age

OpenAI funds 14 independent projects exploring new AI policy ideas to expand economic opportunity and strengthen societal resilience in the Intelligence Age.

中文介绍 OpenAI资助14个独立项目,探索新的AI政策理念,以扩大经济机会并加强智能时代的社交韧性。

React for Agents: Astro Creator Brings Hooks to his Meta-Harness, Flue

Flue 2 takes its inspiration from React. Creator Fred Schott, of Astro fame, tells Latent Space why he added hooks and why agents are defined by their harnesses.

中文介绍 Latent Space介绍Astro Creator的Flue 2,从React中汲取灵感,引入了hooks和定义代理的harness。

not much happened today

**Z.ai launched GLM-5.3**, a coding- and cyber-focused model with significant gains on agentic and security benchmarks, achieved through scaled post-training rather than a larger base model. **Alibaba released Qwen3.8-27B**, a native multimodal dense model under Apache 2.0 with a 262K native context

中文介绍 Smol AI News报道Z.ai推出GLM-5.3,阿里巴巴发布Qwen3.8-27B模型。

Australia politics live: federal police to investigate leaked melon memo; Labor wants nation to adopt AI ‘everywhere we can’

Labor minister Andrew Charlton says Australia should do more to produce new AI models. Follow today’s news live Get our breaking news email, free app or daily news podcast Chalmers calls gambling amendments ‘very substantial changes’ Treasurer Jim Chalmers says the opt-out register on gambling adver

中文摘要 澳大利亚联邦警察将调查泄露的备忘录,工党部长Andrew Charlton表示澳大利亚应更多生产新AI模型。

Melbourne’s Armenian-Lebanese eatery Zareh named Gourmet Traveller’s restaurant of the year

Previous winners of the award have included Saint Peter, Attica, Orana by the late Jock Zonfrillo, and Quay Armenian-Lebanese eatery Zareh has been named Gourmet Traveller’s restaurant of the year, in a category of the annual industry awards that has historically been dominated by European-leaning c

中文摘要 墨尔本亚美尼亚-黎巴嫩餐厅Zareh被评为年度美食旅行家餐厅,此前该奖项得主包括Saint Peter、Attica等。

After the Earthquakes

Venezuela and Japan both experienced major quakes this summer. Their responses differed, and not just because of money.

中文摘要 委内瑞拉和日本今年夏季都发生了大地震,两国应对措施不同,原因不仅仅是金钱。

Kushner Meets Netanyahu in Israel in Effort to Break Logjam Over Gaza

Prime Minister Benjamin Netanyahu of Israel has refused to pull back the country’s military until Hamas fully disarms. But the Trump administration is under pressure to show progress.

中文摘要 以色列总理内塔尼亚胡拒绝撤军直到哈马斯完全解除武装,特朗普政府面临打破加沙僵局的压力。

‘Posh George,’ the Convicted Fraudster in Nigel Farage’s Inner Circle

Scrutiny over the gifts and support provided by George Cottrell to Mr. Farage, the Reform U.K. leader, will continue even after he won last week’s special election in Clacton.

中文摘要 英国改革党领袖Nigel Farage的内圈成员George Cottrell因涉嫌欺诈受到审查,尽管他上周在Clacton的特殊选举中获胜。

Civilians paying price as Israeli military raises stakes in Lebanon: UNIFIL

UN peacekeeping force recorded an average of 137 projectiles fired daily in the region over the last two weeks.

中文摘要 联合国维和部队记录过去两周该地区平均每天有137发项目发射,黎巴嫩平民因以色列军事活动加剧而遭受损失。

Torrential rains flood homes and roads across Lima, Peru

Heavy rains have flooded oads in Lima, while river overflows, landslides, and road closures continue to affect Peru.

中文摘要 暴雨导致秘鲁利马的街道被淹,河流泛滥、山体滑坡和道路关闭持续影响该国。

Trump’s approval rating sinks to new low

New poll found a majority of US citizens concerned about the US war on Iran.

中文摘要 特朗普的支持率降至新低,新民意调查显示多数美国人担忧美国对伊朗的战争。

How Ukraine’s Satellites Help Drive Its War Drones

Ukrainian drone teams have a powerful new tool: near real-time information on troop movements and locations.

中文摘要 乌克兰的卫星帮助其无人机作战,乌克兰无人机小组拥有了强大的新工具:近实时的部队调动和位置信息。

Netanyahu party campaign billboard likens Mamdani to leaders of Iran and Hezbollah

Likud’s depiction of Zohran Mamdani is latest move in spat between Israel’s prime minister and New York City mayor Benjamin Netanyahu’s party has compared the New York City mayor, Zohran Mamdani, to the leaders of Iran and Hezbollah on a campaign billboard. The billboard in central Tel Aviv depicts

中文摘要 利库德党竞选海报将纽约市市长Zohran Mamdani与伊朗和真主党领导人相提并论,这是以色列总理内塔尼亚胡与新德里市长之间的争执的最新举动。

Asia Stocks to Fall, Oil Extends Gains on Mid East: Markets Wrap

Stocks in Asia were set to follow Wall Street lower as elevated oil prices stoked inflation concerns and hopes faded for a deal to end the Iran war.

中文摘要 亚洲股市预计随华尔街下跌,因油价上涨推高通胀担忧,结束伊朗战争的希望破灭。

Latest Oil Market News and Analysis for Aug. 18

Oil ticked higher as prospects for a resolution of the US-Iran war receded, with President Donald Trump saying he’s not interested in extending an expiring agreement with Tehran.

中文摘要 油价上涨,因美国-伊朗战争解决方案的希望减弱,特朗普表示不打算延长与德黑兰即将到期的协议。

US-Iran Prospects Dim as Trump Seems in No Hurry to Reach Deal

The war between the US and Iran has slowed down, as peace prospects dim with President Trump in no hurry to reach a peace deal. The apparent slowdown of actions comes as the President insists the US is controlling the Strait of Hormuz, as major US defense firms race to make cheaper missiles to bolst

中文摘要 美国与伊朗战争放缓,和平前景黯淡,特朗普不急于达成和平协议,同时强调美国控制霍尔木兹海峡。

Guggenheim Rushes to Clarify 77% Earnings Drop After Loan Slides

A financing entity of Guggenheim Investments moved to explain a steep decline in second-quarter earnings after the disclosure sent its loan price tumbling.

中文摘要 Guggenheim Investments的融资实体解释了第二季度的收益大幅下降,此前贷款价格暴跌。

Test Your ETF Knowledge In Our IQ Test

Bloomberg's Joel Weber puts Scarlet Fu, James Seyffart, and Todd Sohn, ETF strategist at Baird Strategas, to the test on "Bloomberg ETF IQ" in this week's edition of "IQ Test." (Source: Bloomberg)

中文摘要 Bloomberg的Joel Weber对Baird Strategas的ETF策略师进行测试,探讨ETF知识。

We Will Take Risks If Clients Willing: Legum

Maital Legum, head of ETF solutions at Teucrium, joins Scarlet Fu and James Seyffart on "ETF IQ." They discuss the process the firm goes through as they decide to launch ETFs or not. (Source: Bloomberg)

中文摘要 Teucrium的ETF解决方案负责人Maital Legum讨论了公司决定推出ETF的过程。

Fifa official sacked after Infantino plan criticism

Senior Fifa figure Kevin Lamour is sacked by football's world governing body three weeks after criticising its president Gianni Infantino.

中文摘要 国际足联高级官员Kevin Lamour因批评主席Gianni Infantino而被解雇。

Berkshire-Tracking ETF 'OMAH' Outperforms Company

Adam Patti, CEO of VistaShares, joins Scarlet Fu and James Seyffart on "ETF IQ." They discuss VistaShares Target 15 Berkshire Select Income ETF (ticker: OMAH). (Source: Bloomberg)

中文摘要 VistaShares的CEO Adam Patti讨论了VistaShares Target 15 Berkshire Select Income ETF (OMAH)。

Goldman Sachs to Acquire ETF Provider Neos in $2.3B Deal

Bloomberg Intelligence's Neil Sipes joins Scarlet Fu and James Seyffart on "ETF IQ." Goldman Sachs will pay as much as $2.25 billion to buy Neos Investments, expanding its asset manager’s reach in the actively managed ETF market. (Source: Bloomberg)

中文摘要 高盛将以高达22.5亿美元的价格收购Neos Investments,扩大其在主动管理ETF市场的资产管理者范围。

Stocks Slip as Oil and Treasury Yields Rise | Closing Bell

Comprehensive cross-platform coverage of the U.S. market close on Bloomberg Television, Bloomberg Radio, and YouTube with Scarlet Fu, Isabelle Lee, Carol Massar and Joe Deaux. (Source: Bloomberg)

中文摘要 随着油价和政府债券收益率上升,股市收盘时下跌。

Anthropic Revenue Boom Boosts AI Stocks | Bloomberg Businessweek Daily 8/17/2026

Bloomberg Intelligence's Global Head of Technology Research Mandeep Singh reacts to Anthropic's revenue report, and news Alphabet is seeking billions in its debut bond offering in Australia. Then, Citi Wealth's Olaolu Aganga joins to discuss AI exposure to investment portfolios, and other AI-related

中文摘要 Anthropic收入激增推动AI股票上涨,Alphabet在澳大利亚寻求数十亿美元的首次债券发行。

We Were 'Day One Buyers' Of SpaceX: Cassidy

Lauren Cassidy, CIO of Founders 100 ETF, joins Scarlet Fu and James Seyffart on "ETF IQ." They discuss the fund and how they approach investing in founder-led companies. (Source: Bloomberg)

中文摘要 Founders 100 ETF的首席投资官Lauren Cassidy讨论了该基金以及他们如何投资创始人领导的公司。

该源今日无内容。