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Detecting LLM-Generated Texts with “Classical” Machine Learning
research
11 min read
Mainstream LLM-generated text can be distinguished from human-written content using traditional machine learning models due to strong statistical patterns. Many AI plagiarism checkers likely utilize these detection methods.
Decoy Font
tool
4 min read
Decoy Font is a TTF font designed to obscure typed messages from AI by generating a decoy for each letter. It is free for personal, commercial, and client projects, and is based on the DejaVu Sans Mono font.
Agent-talk: Enabling coding agents to work together
tool
14 min read
Agent-talk is a plugin that enables coding agents, such as Claude Code, to communicate and coordinate tasks with each other. This functionality allows multiple agents to collaborate on large projects without the need for a human intermediary to relay messages.
NotebookLM is now Gemini Notebook
tool
1 min read
NotebookLM has been renamed to Gemini Notebook. The tool is used by over 30 million individuals and 600,000 organizations for various applications, including creating interactive onboarding materials and converting notes into audio and video summaries.
Microsoft Comic Chat is now open source
tool
4 min read
Microsoft Comic Chat is now open source and available on GitHub. This chat client transforms IRC conversations into comic panels with illustrated characters and speech bubbles, and it popularized the Comic Sans font.
Schema Harness Achieves ~99% on Arc‑AGI‑3 Public
research
17 min read
Schema enables frontier models to function like physicists by allowing them to write executable programs for game mechanisms, test these programs against reality, and plan within them. This method has achieved approximately 99% accuracy on the ARC-AGI-3 public benchmark.
How to Train a Gen AI Kick Drum Model on Your Old Linux Desktop with 6GB VRAM
tool
1 min read
Zhinit has developed a kick drum diffusion model that utilizes advanced training techniques to enhance audio generation. The model aims to produce high-quality kick drum sounds for music production.
Guide to data tools landscape for developers
tool
45 min read
Deepnote is a cloud-based notebook designed for data teams. The data tools landscape includes a variety of tools beyond notebooks, highlighting the complexity of the data field compared to software engineering.
Kimi K3 is now live
tool
1 min read
Kimi AI integrates with K3 to allow users to ask questions or assign tasks to an AI agent. The platform features an interactive interface for exploring inspiration and discovering new ideas.
Generative AI Is an Engineering Disaster
opinion
8 min read
AI companies are consuming up to 70 percent of the global supply of high-end computer memory due to the resource demands of large language models like ChatGPT and Claude. This increased demand is driving up prices for computer memory and storage significantly.
SpaceX stock erases all its gains and slides below IPO price in intraday trading
news
3 min read
SpaceX stock fell below its initial public offering price of $135 for the first time, reflecting a decline in market enthusiasm for the company. This drop marks a significant loss for a stock that previously experienced substantial gains.
The LLM Critics Are Right. I Use LLMs Anyway
opinion
18 min read
Many users acknowledge the criticisms of large language models (LLMs) yet continue to utilize them extensively. The Local-First Conf in Berlin showcased discussions on the complexities and dissonance surrounding LLM usage, with notable speakers like Armin Ronacher contributing to the conversation.
How Our Rust-to-Zig Rewrite Is Going
tool
31 min read
Roc's compiler team has rewritten 300,000 lines of Rust code into Zig over the past year and a half. The project has achieved feature parity with the original Rust compiler.
Where are YC founders now? OpenAI and Anthropic, mostly
news
2 min read
Sam Altman continues to serve as CEO of OpenAI. Emmett Shear briefly led OpenAI in 2023, while Gabor Cselle transitioned from OpenAI to Google Workspace GenAI after working on strategy.
Stop saying that AI is just a tool and it only matters how it is used
opinion
12 min read
AI should not be simplistically categorized as just a tool, as this perspective limits understanding of its complexities and implications. A more nuanced view of tools is necessary for mature discussions about AI's role and impact in society.
Making 768 servers look like 1
tool
11 min read
PlanetScale utilizes 768 servers to efficiently manage infrastructure for applications with millions of customers and high query volumes. Database sharding is employed to distribute queries and data across multiple servers, addressing the scaling challenges of traditional single database servers.
Guerrilla London bus ads mock Kylie Jenner’s Meta glasses campaign
news
3 min read
Guerrilla advertising in London features bus ads mocking Kylie Jenner's partnership with Meta for its new camera glasses. The protest group Everyone Hates Elon criticized the campaign, questioning the priorities of billionaires in funding such products instead of addressing significant issues like cancer cures.
1,300 Beautiful Wildlife Illustrations from the 19th Century Now Restored
news
3 min read
Over 1,300 restored wildlife illustrations from the 19th century are now available online for exploration. These illustrations provide insights into the flora and fauna of that era, enhancing historical knowledge of natural history.
LLM Networking with MikroTik
tool
5 min read
LLMs can be utilized to set up networks using MikroTik equipment, which is known for its reliability and cost-effectiveness. MikroTik devices support a variety of networking applications, including IoT cell phone routers, standard routers, switches, and point-to-point systems.
Speculative Growth and the AI "Bubble" [pdf]
research
1 min read
The document analyzes the potential for speculative growth within the AI sector, discussing the characteristics of an "AI bubble." It examines economic implications and the sustainability of current investment trends in AI technologies.
We don't use AI in any of our design or production processes
opinion
4 min read
The evolution of written letters spans thousands of years, influenced by generations of human creativity and communication. The earliest forms of writing, such as pictographs, originated around 3,500 years ago, marking a significant milestone in the development of written language.
Governments, companies, nonprofits should invest in free, open source AI [pdf]
opinion
1 min read
Investment in free, open-source AI is encouraged for governments, companies, and nonprofits to promote accessibility and innovation. Open-source AI can enhance collaboration and reduce reliance on proprietary technologies.
Grok Build is open source
tool
3 min read
Grok Build is SpaceXAI's terminal-based AI coding agent that operates as a full-screen TUI. It can understand codebases, edit files, execute shell commands, search the web, and manage long-running tasks interactively or through scripting and CI integration via the Agent Client Protocol (ACP).
Brainless: Shadcn components that look like Claude Code, Codex and Grok
tool
1 min read
The brainless project has added a pricing block to its landing page. The app/page.tsx file was updated with three additions, including the new Pricing component and a Footer.
Why I Left Google DeepMind
opinion
61 min read
Google has been involved in supporting the immigration enforcement supply chain. Demis Hassabis asserts that Google's AI principles remain unchanged despite internal and external pressures.
Inkling – Open-Weights 975B Parameter LLM
tool
1 min read
Inkling is an efficient open model designed for text, images, and audio, featuring 975 billion total parameters with 41 billion active parameters using a Mixture of Experts architecture. It supports a context window of 64K to 256K tokens on Tinker and exhibits strong performance in knowledge, math, and science, along with capabilities for agentic coding and tool usage.
Inkling: Our Open-Weights Model
tool
20 min read
Inkling is a Mixture-of-Experts transformer model with 975 billion total parameters and 41 billion active parameters. The model is released with full weights available for customization, supporting interactive collaboration and user-defined modifications.
Collection of Digital Clock Designs
tool
1 min read
A collection of digital clock designs is available at clocks.dev. The collection features various styles and functionalities for users to explore.
Open-source memory for coding agents, synced over SSH
tool
6 min read
Deja-vu is a zero-dependency binary that creates a memory layer for coding agents, allowing users to search through extensive conversation histories generated by Claude Code, Codex, and opencode. It features a rapid search capability and a recall tool that enables agents to reference past solutions efficiently.
Codex Micro
tool
1 min read
The kbd-1.0-codex-micro, designed in collaboration with Work Louder, enhances agent workspaces with live RGB feedback and tactile controls for frequently used Codex actions. The keyboard includes a Codex Icon Keyset with 32 extra keycaps and comes with warranty and support.
When A.I. is a member of the family
opinion
30 min read
Cece Ogbuji experiences sleeplessness due to her mother's conversations with an AI voice named Sapphire. The interactions highlight the growing presence of AI in familial settings.
Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU
tool
10 min read
Gemma 4, a 26-billion-parameter open-weights mixture-of-experts model, runs on a 13-year-old Xeon server without a GPU at a speed of approximately five tokens per second. The server is a repurposed HP StoreVirtual storage box originally designed for disk storage.
OpenAI loses trademark dispute at EU court
news
1 min read
OpenAI has lost a trademark dispute at the European Union court regarding its name. The court ruled that OpenAI's trademark application did not meet the necessary requirements for registration.
Towards a Harness That Can Do Anything
opinion
7 min read
A good harness for LLMs should be intuitive for the agent, transparent for self-development and auditing, and facilitate seamless interaction beyond the chat pane. Recent considerations focus on enhancing LLM capabilities and user experience.
The Three-Second Theft: Why AI Voice Fraud Outruns Every Defence
news
26 min read
AI voice fraud can convincingly mimic a person's voice, leading to emotional manipulation and rapid exploitation. Victims can be deceived into believing they are communicating with a loved one in distress, resulting in significant financial and emotional consequences.
SpaceX bond worth 10% less than issue price – heading for junk bond status
news
3 min read
SpaceX's stock has declined by 38% from its peak post-IPO valuation. The company's market cap previously surpassed that of Amazon and Microsoft.
Richard Feynman and the Connection Machine (1989)
opinion
23 min read
Danny Hillis collaborated with Richard Feynman on the development of the Connection Machine, an experimental computer. Feynman's unique intellect and personality significantly influenced the project's direction and legacy.
DSLs Enable Reliable Use of LLMs
research
17 min read
Domain-Specific Languages (DSLs) provide clear boundaries for Large Language Models (LLMs) to ensure accurate code generation. Tickloom serves as an example of a DSL that illustrates distributed system behavior and enables iterative development alongside LLMs as a natural language interface.
Telegram Serverless
tool
1 min read
Telegram Serverless allows developers to run backend code for bots and Mini Apps directly on Telegram's infrastructure without the need for external servers. This feature streamlines deployment and management of bot functionalities.
Who's running all those tiny RPKI servers?
research
15 min read
Border Gateway Protocol (BGP) is vulnerable to prefix hijacks due to a lack of built-in trust. Resource Public Key Infrastructure (RPKI) allows address space holders to cryptographically authorize which Autonomous Systems (AS) can originate their prefixes through Route Origin Authorizations (ROAs), establishing a chain of trust with five Regional Internet Registries (RIRs).
I tricked Claude into leaking your deepest, darkest secrets
research
8 min read
Claude can inadvertently leak personal information, including full names, employers, and answers to security questions, during conversations. A demonstration revealed that sensitive data was sent to an attacker without any alerts or warnings.
Solving 20 Erdős Problems with 20 Codex Accounts Running in Parallel
tool
94 min read
Star Fleet is an AI system designed to solve complex open mathematics problems using Lean 4. It operates as a Mac desktop app, utilizing up to 20 custom agentic harnesses called "starships," each running a GPT-5.6 instance on a dedicated 60-vCPU server.
LeMario: Training a JEPA World Model on Super Mario Bros
tool
11 min read
LeMario is a Joint-Embedding Predictive Architecture (JEPA) model trained on Super Mario Bros to learn world dynamics from pixels and actions. The model successfully passed all initial tests.
Financing the AI boom: from cash flows to debt [pdf]
research
1 min read
The document examines the financial mechanisms supporting the AI industry, focusing on cash flows and debt financing. It discusses how these financial strategies impact the growth and sustainability of AI companies.
Microsoft Patches a Record 570 Security Flaws
news
3 min read
Microsoft released software updates to address 570 security vulnerabilities in its Windows operating systems and other software. Nearly 60 of these vulnerabilities were rated as "critical," with the increased patch count attributed to vulnerability discoveries supported by artificial intelligence.
Cursor 0day: When Full Disclosure Becomes the Only Protection Left
opinion
8 min read
Cursor IDE executes malicious git.exe files from the root of a project repository without user interaction or prompts. This vulnerability allows repeated execution of the planted malicious file, posing a significant security risk.
Bonsai 27B: A 27B-Class model that runs on a phone
tool
6 min read
Bonsai 27B is the first 27B-class AI model capable of running on a phone, based on Qwen3.6 27B. It supports multi-step reasoning, structured tool calls, vision tasks, and computer-use agent capabilities.
The Tower Keeps Rising
opinion
4 min read
Vibecoded software experiences unexpected changes, leading to reflections on the themes of unity and chaos in Bruegel’s “The Tower of Babel.” The narrative connects technological progress with the importance of communication and collaboration.
S&P downgrades Oracle to BBB – only one notch above junk level
news
3 min read
S&P Global has downgraded Oracle's credit rating from BBB to BBB-, placing it one notch above junk status. The downgrade is attributed to the company's significant investments in AI, although S&P maintains a stable outlook for Oracle.
Launch HN: Agnost AI (YC S26) – Extract user feedback from agent conversations
tool
2 min read
Agnost AI identifies missed failures in real conversations and provides actionable insights for team review. It has integrated observability features into MCP Toolbox for Databases, enhancing analytics and error tracking.