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- Tutorial
My current AI workflow: Codex and Claude Code only, voice-based planning, VPS server, cross-review between models
Published Jul 22, 2026A developer shares their workflow: using Claude Code and Codex instead of chat, talking to them via voice to refine plans, keeping code on a VPS for offline execution, asking models to review each other, and maintaining system architecture graphs.
- Claude Code
- codex
- Productivity
- voice
- review
- VPS
- AI workflow
Cactus Hybrid teaches Gemma 4 to recognize when it might be wrong, improving reliability.
- Gemma 4
- Cactus
- 不确定性
- 混合系统
- News
AMD and Anthropic Announce Partnership to Deploy Up to 2 Gigawatts of MI450 GPUs
Published Jul 22, 2026AMD and Anthropic partner to massively deploy MI450 GPUs, with total power up to 2 gigawatts, to power next-gen AI training and inference.
- Anthropic
- GPU
- AMD
- Partnership
- MI450
- Discussion
Pentesting with Kimi AI? French founder accuses YouTuber of unauthorized scanning of his app
Published Jul 22, 2026French SaaS founder Benjamin Code accuses YouTuber Melvynx of using Kimi AI to pentest his product MeetSponsors in production, with real users, without permission. Evidence includes timestamped logs and blockchain records. Under French law, unauthorized access can lead to 3 years prison and €100k fine.
- 法律
- AI安全
- 伦理
- 渗透测试
- Kimi AI
- Launch
Show HN: Chrome Extension – Claude Token Usage Bar and Context Use for Claude.ai
Published Jul 22, 2026A Chrome extension that adds a token usage bar and context use indicator to Claude.ai, helping users monitor their token consumption in real time.
- Claude
- Chrome extension
- token usage
- context
- Discussion
Terrence Tao's ChatGPT Conversation about the Jacobian Conjecture Counterexample
Published Jul 22, 2026Renowned mathematician Terrence Tao converses with ChatGPT about a counterexample to the Jacobian conjecture, highlighting AI's potential and limitations in mathematical reasoning.
- ChatGPT
- 数学
- Jacobian猜想
- Terrence Tao
A user discovers that Grok performs surprisingly well as an automated theorem prover, showcasing xAI's potential in logical reasoning.
- Grok
- theorem prover
- automated reasoning
- Launch
DataFlow-Harness: A grounded code-agent platform for editable LLM data pipelines
Published Jul 22, 2026Introducing DataFlow-Harness, a grounded code-agent platform for constructing editable LLM data pipelines. Paper link provided.
- LLM
- code agent
- DataFlow-Harness
- 数据管道
- Launch
First Android Gemini Intelligence Features Roll Out to Samsung Foldables, Task Automation Expands to 40+ Apps
Published Jul 22, 2026Samsung foldable devices get the first Android Gemini Intelligence features, including task automation now covering over 40 popular apps for shopping, dining reservations, travel booking, and concert tickets.
- Gemini
- Android
- Samsung
- task automation
- foldable
Anthropic enables users to query Claude about the Anthropic Economic Index, a public dataset on AI usage across the economy, to find out which occupations use AI most and what tasks are automated.
- Claude
- Anthropic
- AI usage
- data
- Economic Index