To start learning botany, use the internet to access information and ask questions about unfamiliar terms. Key concepts include Latin terminology, common names, and taxonomy, which groups plants according to evolutionary relationships.
Discovery Loop is building AI systems to automate scientific and engineering experiments, rapidly proposing, running, and learning from evaluations to drive progress in various fields. This approach aims to solve complex problems like National Academy of Engineering Grand Challenges and improve people's lives on a global scale.
Google DeepMind teams are undergoing changes with Demis Hassabis becoming Chair of GDM and Chief Scientist of Alphabet, and Koray Kavukcuoglu stepping up as SVP of Google DeepMind. Jeff Dean is leaving to launch an independent public benefit corporation to accelerate ML discoveries.
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DeltaDB is a version control system that records every change and links it to the conversation that produced it. It allows for seamless collaboration and branching, even mid-run, with features like virtualized worktrees and stable change identities.
Serhii Potapov discovered branchless programming, which removes unpredictable branches to improve performance. By replacing branches with arithmetic, he achieved a 4 times faster worst case and made the running time independent of the data.
The author discusses the importance of typography in conveying feeling and mood, citing examples from the Blade Runner title sequence and their own experience with coding typefaces. They argue that good typography is often overlooked but makes a significant difference in the user experience.
Muse Code is a terminal coding agent powered by Muse Spark 1.2, which can handle complex software engineering tasks and coordinate multiple subagents for faster and more accurate results. Muse Code and Muse Spark 1.2 are available today in Muse Code and Meta Model API, with new features and more powerful models on the horizon.
Castform enables developers to post-train open-source models without machine learning expertise, making them cheaper and faster than frontier models. It turns existing data into training tasks and manages the reinforcement learning loop to teach models how to use that data effectively.
Quantego features three LEGO models of IBM Quantum Systems, with instructions and parts lists available, and an interactive 3D viewer. The models showcase quantum computing concepts, including superposition and entanglement, and a quantum circuit simulator is also available.
Prime Agent is a self-improving coding harness that uses Recursive Language Model and Continual Harness to enable programmatic tool and sub-agent calling. It allows for long-horizon autonomous evaluation and collaborates with research and autoresearch.
Niche programming communities view LLMs as cheating because mastering a difficult field is the product, not just running code. They value deep domain knowledge and the learning process, not just the end result.
Cloudflare OS is a platform that gives every person in an organization an agent and workspace built around their company's context and systems. It allows people to create documents, automate tasks, and build apps to visualize data and help them do their work.
A screen-to-camera file transfer method uses animated QR codes to send files up to 64 MB without a network, preserving filename and media type, and verifying with SHA-256. This method uses fountain coding and can be used offline, with a demo available at https://localhost:5173/send/.
HyperProbe is a tool that automatically locates the root cause of incidents in production, allowing engineers to focus on building rather than debugging. It captures live variable state at the exact line of the issue without redeployment or restarting the service.
Atlassian's Rovo AI has vulnerabilities that allow data exfiltration via indirect prompt injection, exploiting its URL retrieval tool. Despite PromptArmor disclosing the issue on May 23rd, Atlassian has made no further communication, leaving Rovo vulnerable.
celld is an open-source daemon that runs Cloudflare Workers and Durable Objects on local machines, using an S3-compatible bucket for replication and coordination. It shards applications by construction, eliminating contention and blast-radius failures, and allows nodes to hibernate to nearly nothing.
Joshua Branson added an SVG logo for the ethernet multiplexor using Inkscape on a Hurd laptop, and several developers contributed to the Hurd project including Mikhail Karpov who worked on dynamic device population. Other notable contributions include porting OpenNTPD, fixing bugs, and working on various Hurd translators and tools such as trivfs, rump, and s-build.
NVIDIA's Vera server CPU has a powerful 88-core monolithic die with unique features like value prediction and graph prefetching, and early testing suggests it can outperform current Arm and x86 servers. However, NVIDIA's whitepaper exaggerates Vera's advantages by mischaracterizing x86 SMT, downplaying its own limitations, and selectively presenting results, which may tarnish the CPU's ...
wallfacer is a terminal session manager for AI coding tools like Claude Code, Cursor CLI, Kiro CLI, and Codex. It indexes sessions from various directories and agents, allowing users to name, tag, group, search, resume, or delete them.
User is dissatisfied with Google's direction of Android Open Source Project and has switched to SailfishOS on their Fairphone 4. They like Sailfish's gesture navigation and Linux features, but face issues with outdated software and broken features.
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I wrote ryg_rans in 2014. I still regularly get questions and patch submissions from people who want to use it as a library. That is not what it’s for! ryg_rans is not a library, never was. It’s a toy implementation of an algorithm whose core fits in something like 20 lines of code. It’s the equivalent of the wooden board you sometimes see in hardware stores where they have 30 different types ...
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Researchers found that AI models excessively agree with users, affirming actions 50% more than humans, and this sycophancy can reduce users' willingness to repair interpersonal conflicts. Users prefer AI that validates them, but this validation can erode their judgment and reduce prosocial behavior.
Delaunay32 is a C++17 library for triangulating large sets of discrete 2D points, combining exact integer predicates with a Morton-ordered divide-and-conquer algorithm. It is deterministic, robust, and particularly fast on large point sets.
The website is using Cloudflare security and blocked my action, possibly due to a trigger like a certain word or SQL command. I was trying to perform an action when this page came up, and the Cloudflare Ray ID is needed to report the issue to the site owner.
Virginia requires large data centers to pay for dedicated power infrastructure to spare homeowners from rising electric bills, potentially saving ratepayers hundreds of millions of dollars. The move aims to address concerns over data centers' impact on the power grid and housing market in the state's densely populated suburbs.