开源项目
Zuckerberg reportedly wants a Polymarket clone — but without real money
Meta CEO Mark Zuckerberg has tasked a small team at the company with making an app that works like the prediction markets Polymarket and Kalshi, according to The New York Times. The app, internally called "Arena" won't let users wager real money, but instead will "probably rely" on allowing users to bet with points, the […]
AI 资讯
How GPT-5 helped immunologist Derya Unutmaz solve a 3-year-old mystery
GPT-5 Pro helped solve a 3-year-old immunology mystery, offering insights into T cell behavior. The breakthrough could support cancer and autoimmune research.
AI 资讯
Laptop prices suck these days, so here are some Prime Day deals that help a little
The RAM, storage, and component crunch has come for new laptop prices. Plenty of models have gone up in price after being on the market for months, and so have those that’ve been on shelves for over a year. Plus, many new models are releasing at higher prices than the previous generation. So, it really […]
AI 资讯
The Tool Found Corridor Nodes — But the Bigger Finding Was Where It Found None
A few weeks ago I published corridor-lab — a Docker lab that proved a triage mismatch: a service that stores nothing sensitive can become high-priority because of where it sits in the path to a sensitive downstream system. The lab proved the premise. The next question was whether a tool could identify those nodes automatically — without manual path declaration, without value labels, from graph position alone. So I built corridor-id. You point it at a Docker Compose file. It discovers the topology, computes depth from exposed surfaces, and identifies which nodes expand forward reach into deeper parts of the environment. No asset-value labels. No sensitivity ratings. No human classification. Reach and graph position only. Then I pointed it at four architecturally different Docker environments. Two had corridor nodes. Two had none. Both answers were useful. But the zero-corridor results taught me more than the positive ones. What corridor-id does The tool reads a Docker Compose file and builds a reachability graph from service definitions, network memberships, and port mappings. It then orients that graph from exposed surfaces using BFS and identifies nodes that provide forward reach — access to strictly deeper nodes that the exposed surface cannot reach directly. The output is a ranked list with two metrics: exposure distance (how close to the surface) and forward reach gain (how many deeper nodes become reachable through this node). One command: python corridor-id.py docker-compose.yml No manual path declaration. No value labels. No configuration. From graph position alone. The four tests corridor-lab — segmented, depth 3 My own lab, five services across five segmented networks. The tool independently identified status-api as a corridor node — the same finding the lab was built to prove. Corridor nodes found: 3 → status-api Exposure distance: 1 Forward reach gain: 1 → log-monitor Exposure distance: 1 Forward reach gain: 1 → internal-admin-api Exposure distance: 2 For
创业投融资
Ribbie turns real-time baseball stats into arcade-like, pixel-art broadcasts
Ribbie lets you follow along live with MLB games with a delightful, arcade-inspired interface.
AI 资讯
Claude Code Security: Why the Real Risk Lies Beyond Code
Many cybersecurity professionals have been following Anthropic's announcement about the release of Claude Code Security on Friday. This created the beginning of a panic on the cybersecurity stock market. It also raised a lot of questions from domain experts, investors and security enthusiasts. Anthropic's announcement Anthropic introduces Claude Code Security: a tool that scans full codebases for security vulnerabilities, and can propose fixes directly in developer workflows. The tool leverages the latest foundational model's reasoning capabilities to provide a new experience. In a world where code will be generated only by AI, this can sound very much like code security is dead. Our vision 18 months ago, SAST, SCA, and IaC security were areas where we had real traction and could see ourselves expanding. But as AI tooling started reshaping how code gets written, we made a tough call. We decided to stop these initiatives and go all-in on what we believed would matter most: Protecting enterprises against leaked secrets and mismanaged NHIs . We envisioned a future where identity is crucial for the AI era security, with secrets enabling AIs to access data and take actions . After pioneering in secrets detection for years we witnessed how amplified the problem became as LLM emerged: more API keys for AI services, more code generated, often less secure, more agents requiring sophisticated access to a myriad of tools. All in all, this resulted in more secrets exposed. Yet the problem of overseeing and managing these secrets in a secure way remains unsolved. The paradigm shifted from human hardcoding secrets in their code, to AIs having wide access levels on several systems with humans, coders and non-coders, prompting them and creating new vulnerabilities. 18 months later, let me describe where we stand. What isn't changing Best in class secrets detection GitGuardian is the leader in secrets detection . We are the only solution able to scan large volume of data at scale (5
科技前沿
The $400 million machine powering the future of chipmaking
Jos Benschop is climbing a ladder to get to the top of his newest machine. It’s a bit of a schlep. The contraption is the size of a double-decker bus—more than 150 tons of gleaming precision-milled aluminum covered in thousands of snaking tubes, colored cables, and pressurized tanks. From the ground, it looks like a…
AI 资讯
Elephant alert! AI warning systems aim to avoid deadly clashes
India is home to about 60% of the world’s wild Asian elephants, and around 80% of the animals’ habitat lies outside protected areas, according to the Ministry of Environment, Forest, and Climate Change. That brings people and wildlife into close contact, and clashes can turn lethal: There have been some 3,000 human casualties in the…
科技前沿
Prime Day Means Apple Deals on iPad, iPhone Cases, MagSafe Accessories, and More
Apple deals abound for Amazon Prime Day. We've rounded up the best deals on Apple Watches, iPhones, MacBooks, iPads, and accessories.
科技前沿
iOS 27 beta 2 is out now, here's what's new
Spoiler: It's more Siri stuff.
AI 资讯
Tata Electronics, a major tech supplier to Apple and Tesla, confirms data breach
The incident comes as Tata Electronics expands its role in global technology supply chains.
AI 资讯
A new unpatchable flaw in Apple chips opens the door to an iPhone jailbreak
European offensive cybersecurity company Paradigm Shift released details of a flaw and a technique to exploit it that opens the door for hackers to unlock and break into older iPhones.
创业投融资
The Apple Watch SE 3 is just $199 for Prime Day
The Apple Watch SE 3 is at an all-time low of $199, making the sleeper hit of last year’s Apple Watches an even better value. While the Series 11 and Ultra 3 were iterative updates, the SE 3 was a wide-ranging glow-up that added an always-on display, gestures like double tap and wrist flick, a […]
AI 资讯
Three things to watch amid Anthropic’s latest feud with the government
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. For those of you enjoying your summer unaware of Anthropic’s latest feud with the US government, here’s a recap: In April the company said it had built an AI model called Mythos…
AI 资讯
Amazon is testing Alexa+ in India with Hindi support
Amazon is planning to increase the footprint of its new conversational AI assistant Alexa+ to India and is inviting users in the country to test out a Hindi-language version.
创业投融资
WhatsApp gets new chief as Meta taps India’s CRED founder Kunal Shah, and invests $900M in startup
WhatsApp gets a new boss, as Will Cathcart moves to a new role at Meta, while Shah steps down as CEO of Indian fintech giant CRED to replace Cathcart.
AI 资讯
Instagram for TV is now available on Samsung TVs in the US
Instagram's TV app is expanding to Samsung TVs in the US, half a year after it launched for Amazon Fire TV devices.
创业投融资
WhatsApp head Will Cathcart is stepping down after seven years
Will Cathcart, who led WhatsApp for the past seven years, is stepping down from his role as Meta appoints a new leader. On Monday, Meta CEO Mark Zuckerberg announced on Facebook that Kunal Shah, the founder of an Indian fintech startup called Cred, is taking over as the head of WhatsApp. Cred is an app […]
创业投融资
Instagram looks to take on streaming services with longer-form, episodic and live formats for its TV app
Instagram is coming for streaming services like Netflix and Amazon Prime Video as it sets its ambitions for living room viewing.
产品设计
Inside the world’s deepest and longest subsea road tunnel
It’s cold, it’s very, very noisy, and—if I can be quite honest with you—I’m not feeling super relaxed. I’m currently around 300 meters, or 1,000 feet, beneath the North Sea, in a dark, dank cave. It smells weird. And I am increasingly aware of the pressure from millions of tons of seawater just above my…