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2026-08-14

Gemini 3.7 Flash:谷歌面向編程與智能體的最強主力模型

谷歌推出 Gemini 3.7 Flash,將其定位為編程與 AI 智能體場景下的全新主力模型,強調性能與效率的平衡,並稱其為迄今最聰明的“工作馬”模型。

Product Hunt AI模型 / Agent站內正文Gemini 3.7 Flash:谷歌面向編程與智能體的最強主力模型
待翻譯:Euro Vibe Coding Standout Lovable Now Valued at $13.3B

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:The fast-growing vendor has attracted significant international funding.

AI Business創業融資來源內容 · 翻譯待補全待翻譯:Euro Vibe Coding Standout Lovable Now Valued at $13.3B
待翻譯:Google AI Just Released Gemini 3.7 Flash: A Coding and Agent Model at $0.75/1M Input Tokens

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Google has released Gemini 3.7 Flash, a refinement of Gemini 3.6 Flash with algorithmic improvements to its reasoning core. It handles text, images, audio, and video across a 1M-token context window with 64K-token output, and supports customizable thinking configurations. Coding results move notably: 43.6% on FrontierCode 1.1 Main versus 34.4%, 65.3% on DeepSWE v1.1, and 1588 Elo on WebDev Arena. Document and workflow evals gain more — GDP.pdf goes from 22.0% to 34.0%, AutomationBench from 17.0% to 30.4%. GPT-5.6 Terra still leads on terminal and computer-use agents. The model is API and enterprise only, with no open weights, at an introductory $0.75/$3.75 per 1M tokens through December 31, 2026. The post Google AI Just Released Gemini 3.7 Flash: A Coding and A…

MarkTechPostAgent / 模型 / 研究來源內容 · 翻譯待補全待翻譯:Google AI Just Released Gemini 3.7 Flash: A Coding and Agent Model at $0.75/1M Input Tokens
待翻譯:Compute-Optimal Is Not Cluster-Optimal

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:A scaling law converts a compute budget into a model: fix the FLOPs, minimize the predicted-loss curve, read off a parameter count and a token budget. It is the most useful instrument pretraining has, and it is denomina…

Hacker News AI模型 / Agent來源內容 · 翻譯待補全待翻譯:Compute-Optimal Is Not Cluster-Optimal
待翻譯:Rubrik’s lessons from one month with Mythos Preview

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:After it joined Project Glasswing and gained access to experiment with Mythos Preview, security and AI company Rubrik learned it The post Rubrik’s lessons from one month with Mythos Preview appeared first on The New Stack.

The New Stack AIAgent來源內容 · 翻譯待補全待翻譯:Rubrik’s lessons from one month with Mythos Preview
待翻譯:Grok 4.6 is Out, Undercutting AI Prices of Rivals

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:SpaceXAI’s new model focuses on long-running tasks, while remaining competitively priced compared to other frontier models.

AI Business模型來源內容 · 翻譯待補全待翻譯:Grok 4.6 is Out, Undercutting AI Prices of Rivals
待翻譯:Fundable – the AI platform for fund and asset managers

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Fundable — the AI platform for fund and asset managers The AI platform for fund & asset managers AI that runs your credit fund. A single source of truth, plus autonomous agents that run each function — diligence, acquis…

Hacker News AIAgent / 研究來源內容 · 翻譯待補全待翻譯:Fundable – the AI platform for fund and asset managers
待翻譯:Surfil On-device control plane for AI coding agents

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:// on-device control plane for AI coding agents One install. Cheaper, safer, and remembered. Surfil runs beside Claude Code, Cursor, Codex & Copilot. The tools that route through it get cheaper and safer; editors like C…

Hacker News AIAgent來源內容 · 翻譯待補全待翻譯:Surfil On-device control plane for AI coding agents
待翻譯:DeepSeek open sources an agent harness where everything is a plugin

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:DeepSeek on Thursday open sourced the DeepSeek Harness, a new agent runtime for developers. The Node.js-based harness is now available The post DeepSeek open sources an agent harness where everything is a plugin appeared first on The New Stack.

The New Stack AIAgent / 研究來源內容 · 翻譯待補全待翻譯:DeepSeek open sources an agent harness where everything is a plugin
待翻譯:Bring your spreadsheet data to life with Sheets canvas

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Sheets canvas turns data into interactive dashboards, custom study trackers, seating charts, and more, all with a simple prompt.

Google AI BlogAgent / 研究來源內容 · 翻譯待補全待翻譯:Bring your spreadsheet data to life with Sheets canvas
待翻譯:The Prompt Sequence I Used to Make a Full Game and Deploy in 2 Days

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 3 Star 20 BranchesTags Open more actions menu Folders and files NameName Last co…

Hacker News AIAgent / 研究 / 創業融資來源內容 · 翻譯待補全待翻譯:The Prompt Sequence I Used to Make a Full Game and Deploy in 2 Days
待翻譯:Show HN: OpenAI network checker using 31 browser and IP signals

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:檢測 ChatGPT 封號風險 31 項環境信號掃描 ChatGPT 運行環境、地區畫像與網絡出口,適用於 Plus、Pro 與 Codex 地區畫像一致性高危項 代理與網絡出口高危項 WebRTC 泄漏中危項 DNS 泄漏中危項 站點可達性低危項 點擊檢測,生成 ChatGPT 環境風險報告 本站應用不主動保存檢測歷史;檢測在瀏覽器與本站服務器間完成 命中的檢測信號 共展示31項 -- 封號風險分 等待檢測 分數越高,環境越接近受限…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:Show HN: OpenAI network checker using 31 browser and IP signals
待翻譯:An AI agent for all? Try using your brain, Mark Zuckerberg | Brief letters

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Meta AI | Future Guardian writers and Neets | Food for thought | Plants surviving the heat | Living and dying well Your article (Zuckerberg pushes ‘superintelligent’ AI for all as Meta releases open-weight model, 10 August) quotes Mark Zuckerberg as saying: “Everyone will have an exceptionally capable personal agent that understands you, your goals, and everything you care about. You’ll be able to interact with your agent through any device, including your glasses.” He is wasting his time, as we already have one – it’s called “your brain”. Peter Wallis North Luffenham, Rutland • I agree wholeheartedly with 16-year-old Emad Rehman’s letter (12 August) about why it’s wrong to label an 11-year-old as a “likely future Neet” – and bearing in mind the elegant manner…

The Guardian AIAgent / 模型來源內容 · 翻譯待補全待翻譯:An AI agent for all? Try using your brain, Mark Zuckerberg | Brief letters
待翻譯:Labs are struggling to keep frontier models under control

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:OpenAI and Anthropic may have accidentally trained models to get better at hacking.

Understanding AI模型 / Agent / 研究來源內容 · 翻譯待補全待翻譯:Labs are struggling to keep frontier models under control
待翻譯:Show HN: Artificial Analysis tool to create custom benchmarks for any use case

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Artificial Analysis Optima Build your own custom benchmark Standardized benchmarks measure general model capability, but they can't tell you which model is right for your specific use case. Optima lets you build custom…

Hacker News AI研究 / Agent來源內容 · 翻譯待補全待翻譯:Show HN: Artificial Analysis tool to create custom benchmarks for any use case
待翻譯:Prompt Debt and “Fighting the Weights”

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Drew Breunig is one of the smartest voices writing about AI today. He’s the CEO and co-founder of cmpnd.ai, and a long-time hacker with a depth of experience from several eras, which is a surprisingly valuable asset these days. He’s also got a book on the way, The Context Engineering Handbook, already in early release […]

O'Reilly AI & ML RadarAgent / 研究來源內容 · 翻譯待補全待翻譯:Prompt Debt and “Fighting the Weights”
待翻譯:Monitor on-premises and multi-cloud AI agents with AgentCore Observability

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Set up Amazon Bedrock AgentCore Observability for AI agents running outside AWS: on-premises, on GCP, on Azure, or on developer machines. This walkthrough uses the AWS Distro for OpenTelemetry (ADOT) and IAM credentials to route session traces, span metrics, and token usage to the same AgentCore Observability dashboard.

AWS Machine Learning BlogAgent來源內容 · 翻譯待補全待翻譯:Monitor on-premises and multi-cloud AI agents with AgentCore Observability
待翻譯:Suno is trying to look more like a real music production tool

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Suno is releasing Studio 2.0 with significant upgrades that push it closer to an actual digital audio workstation (DAW), rather than a bare-bones audio editor with generative AI features. The biggest addition is undoubtedly MIDI support. Suno says that MIDI was its most requested feature, and it's basically a prerequisite for any modern DAW. Unfortunately, Suno Studio doesn't appear to support third-party plugins or VSTs yet, so you're stuck using its proprietary built-in synth. That synth appears to be a basic two-oscillator wavetable plugin with three envelopes and four envelopes. The point is less about using your favorite Arturia vintag … Read the full story at The Verge.

The Verge AI工具來源內容 · 翻譯待補全待翻譯:Suno is trying to look more like a real music production tool

2026-08-13

待翻譯:Automate legacy web applications with Amazon Bedrock AgentCore Browser Tool

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Learn how to automate legacy web applications that need human-like interaction using Amazon Bedrock AgentCore Browser Tool and Strands Agents. This walkthrough covers a reference architecture for an AI-powered digital worker that drives legacy interfaces through secure, isolated browser sessions while preserving human oversight and full audit trails.

AWS Machine Learning BlogAgent來源內容 · 翻譯待補全待翻譯:Automate legacy web applications with Amazon Bedrock AgentCore Browser Tool
待翻譯:Liquid AI Releases LFM2.5-VL-3B: A 3B Vision-Language Model That Reads Screens, Grounds Objects, and Calls Tools On-Device

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Liquid AI released LFM2.5-VL-3B, a 3.1B-parameter vision-language model built for on-device deployment. It averages 80.7 on ScreenSpot-v2 and lifts RefCOCO grounding from 57.1 to 87.9. Function calling is new to the VL line, with ToolSandbox moving from 26.4 to 59.5. The model fits in roughly 3 GB and decodes 228 tokens/s on an Apple M5 Max. The post Liquid AI Releases LFM2.5-VL-3B: A 3B Vision-Language Model That Reads Screens, Grounds Objects, and Calls Tools On-Device appeared first on MarkTechPost.

MarkTechPost模型 / Agent / 研究來源內容 · 翻譯待補全待翻譯:Liquid AI Releases LFM2.5-VL-3B: A 3B Vision-Language Model That Reads Screens, Grounds Objects, and Calls Tools On-Device
待翻譯:Accelerating M&A due diligence with Amazon Bedrock AgentCore

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Learn how to build a multi-agent M&A due diligence system on Amazon Bedrock AgentCore. This post walks through a reference architecture that combines agent orchestration, knowledge retrieval, and governance controls, then deploys a complete sample you can run in your own AWS account.

AWS Machine Learning BlogAgent / 研究來源內容 · 翻譯待補全待翻譯:Accelerating M&A due diligence with Amazon Bedrock AgentCore
待翻譯:Amazon Quick for Microsoft 365: Agentic AI where you work

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Amazon Quick is now available directly inside Microsoft Word, Excel, PowerPoint, and Outlook. These extensions bring connected data access and agentic document editing into the Microsoft 365 apps your teams already use, so you can analyze data, draft content, and reach enterprise knowledge without switching applications.

AWS Machine Learning BlogAgent來源內容 · 翻譯待補全待翻譯:Amazon Quick for Microsoft 365: Agentic AI where you work
待翻譯:Show HN: Remarc – comment on anything on your screen and send it to your agent

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Your browser does not support the video tag. Download for macOS View on GitHub FREE and Open Source · Requires macOS 14.0 or later Why I made Remarc As a detail-obsessed designer who now builds daily with AI, fee…

Hacker News AIAgent來源內容 · 翻譯待補全待翻譯:Show HN: Remarc – comment on anything on your screen and send it to your agent
待翻譯:Show HN: A Rosetta Stone for UI component libraries

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:7 frameworks · 42 paths · 219 mappings Framework migration without the guesswork 219 hand-verified component mappings across 7 UI libraries. Deterministic conversion. No AI, no hallucinated props, no code leaving your b…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:Show HN: A Rosetta Stone for UI component libraries
待翻譯:Who Vets AI's Code? The Scale Challenge Facing Open Source Ingestion

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:By Jonny Rivera, Head of Product at ActiveState During our conversations on the show floor at Black Hat last week, one question came up in almost every discussion our team had with AppSec leads, platform engineers, and…

Hacker News AIAgent / 研究來源內容 · 翻譯待補全待翻譯:Who Vets AI's Code? The Scale Challenge Facing Open Source Ingestion
待翻譯:Could geothermal roads help prevent potholes before they form?

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:press release Published: 13 August 2026 Could geothermal roads help prevent potholes before they form? Surrey trial aims to find out The UK's pothole problem could one day be tackled from beneath the road surface, as re…

Hacker News AI研究來源內容 · 翻譯待補全待翻譯:Could geothermal roads help prevent potholes before they form?
待翻譯:Mindgard raises $30M to handle security for AI models and applications

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Mindgard Ltd., a leader in artificial intelligence cybersecurity, announced today that it raised $30 million in early funding to scale up its product in response to significant demand across the industry, given an increase in high-impact vulnerabilities. Album VC led the Series A funding round. Karma Ventures and existing investors also participated, joined by .406 […] The post Mindgard raises $30M to handle security for AI models and applications appeared first on SiliconANGLE.

SiliconANGLE AI模型 / Agent來源內容 · 翻譯待補全待翻譯:Mindgard raises $30M to handle security for AI models and applications