Claude Opus 4.8 is a new version with improved benchmarks, effectiveness, and features like dynamic workflows and effort control. It's available today at the same price as Opus 4.7, with faster speed and better reliability.
The user proposes taking Friday off due to expected AI productivity gains, suggesting it's a reasonable change given the potential for increased efficiency. They also ask if childcare costs could be factored into work schedules, allowing for fewer days in the office.
Bricks & Minifigs Corporate allegedly stole a $200,000 LEGO collection from Bryan Mansell, refused to return it, and lied to employees and police about the situation. The company was found liable in court, but instead of paying the judgment, they closed the store, and the people trying to expose the theft were targeted with false police reports and arrested.
UC faculty members are calling for standardized testing in STEM admissions due to concerns over students' readiness for college-level math. They want SAT or ACT exams to be required starting in 2027 to ensure students can handle college-level math.
Microsoft banned researcher Nightmare-Eclipse's GitHub account and deleted their Microsoft account, sparking a dispute over unpaid bug bounties and ignored zero-day reports. Eclipse claims to publish more zero-day exploits on July 14, amid allegations of Microsoft's vindictive actions and poor security policies.
The author created the nice!nano, a wireless microcontroller board, in their college dorm room and it has since sold over 50,000 units worldwide. The board's success led to the creation of Typeractive, a keyboard store focused on wireless keyboards.
On 67% of real-world user fact-checks, the five strongest frontier LLMs disagree, with at least one model picking a verdict 2 or more buckets away from another. The disagreement is not just about calibration, but also about substantive differences in verdicts, with some models concentrating verdicts at the True/False poles and others distributing more broadly across the middle two buckets.
A 60-second game about LLM permission fatigue. Claude Code needs your approval — but are you really reading the commands?
You used LLMs to enhance your math blog writing, initially impressed by the improved vocabulary and sentence structures. However, you later noticed these structures appearing across the internet, leading to the concept of "ai-smells" in AI-assisted tasks.
Anthropic raised $65 billion in Series H funding, valuing the company at $965 billion, to advance Claude's safety and interpretability research and meet growing demand. The funding will help serve historic demand, stay at the research frontier, and bring Claude to more places where work happens.
Durable workflows can be simplified by using a database as an orchestrator instead of a central server. This approach eliminates the need for a separate orchestrator server and improves scalability, availability, and observability.
The European Union fined Temu €200m for selling illegal products, including hazardous baby toys and faulty chargers. Temu must present an action plan to address the issues by August 28 and faces further review.
AMD is switching Vivado to a tiered licensing model, restricting Linux support to the paid Core tier. This move has sparked backlash from users who relied on the free Linux version for FPGA design.
Google employee Michele Spagnuolo charged with fraud for using insider information to make $1.2 million on Polymarket bets. Spagnuolo, a staff information security engineer, accessed confidential Google data to correctly predict search trends.
A user analyzed a scene from the 2010 film Tron: Legacy where the main character Sam Flynn uses a Unix shell to investigate his father's disappearance, and found several errors and inconsistencies in the depiction of the Unix system. Despite these errors, the user was impressed by the filmmakers' attempt to create a realistic Unix shell session and learned new things about Unix and the film's plot.
New York City passed a tax on second homes valued at $1 million or more to help close the city's budget gap. The tax will raise $500 million in revenue and affect wealthy luxury apartment owners, with some seeing their property tax bills more than double.
Sean Donovan sued the Bot Company for $12,383.50 after his Airbnb home was damaged by guests who were secretly testing robots. Donovan believes the company's dishonesty is the main issue, as they misrepresented their intentions to rent the home for commercial use.
Researchers discovered a new technique called FROST that allows websites to track visitors' browsing history and open apps by measuring SSD interactions. To prevent FROST attacks, users can close unnecessary tabs and monitor OPFS file creation and size.
The author was initially intimidated by writing but learned to see it as a process through trial and error. They eventually found writing to be a valuable part of research, helping them organize their thoughts and communicate their ideas effectively.
Racket release includes fixes for match form, Typed Racket, and Scribble, as well as improvements to foreign interface and documentation. New contributors are welcome to join the community and help with the project.
Tech leaders like OpenAI's Sam Altman and Anthropic's Dario Amodei are walking back their warnings of an AI job apocalypse, citing a lack of job displacement. They now believe AI may expand work and increase productivity, echoing Goldman Sachs CEO David Solomon's long-held view that AI will create new jobs.
User built VineWall app to slow down internet speed on certain apps to curb doomscrolling. The app throttles internet speed, making videos blocky and images load slowly, making the user question their desire to scroll.
A mathematician showed that the proportion of all 2n-bit values that can be generated by the product of two n-bit values goes to zero as n becomes large. About 17% of all 64-bit integers can be written as the product of two 32-bit integers.
A social commentary game about the 'Permanent Upper Class' philosophical virus spreading through San Francisco tech.
Claude Code introduces dynamic workflows for complex tasks, allowing it to handle challenging tasks end-to-end in days. Dynamic workflows are available in research preview for Max, Team, and Enterprise plans, and on the Claude API, consuming more tokens than typical sessions.
I have type 1 diabetes and use an insulin pump to stay alive. My pump failed during a week-long vacation in Santa Fe, causing me to waste insulin and deal with frustrating issues.
The author was asked four programming questions during a 1994 Microsoft internship interview. The questions were about copying a rectangle, copying a string, implementing a flood fill algorithm, and outlining a circle.
The net/http/httptrace package in Go provides hooks for tracing HTTP requests, allowing developers to see DNS resolution, connection acquisition, TLS handshake, and other events, and can be used to build a CLI and a reusable http.RoundTripper for logging timings. The package's context-based design allows it to compose with other stdlib components and provides a flexible way to add new hooks ...
bttf is a command line tool for datetime manipulation written in Rust, utilizing Jiff and ICU4X for datetime logic and localization. It provides various subcommands for formatting, arithmetic, and searching datetimes in data.
Companies are facing high IT costs and uncertain productivity gains from AI adoption, leading to employee skepticism and layoffs. Many are reevaluating AI use, citing its limited effectiveness beyond coding tasks and the need for more disciplined adoption.
Researchers built a neuromorphic computer combining quantum-tunnelling physics with brain-inspired architecture to solve hard mathematical problems. The machine uses a neuromorphic autoencoder with a Fowler-Nordheim annealer to guarantee asymptotic convergence to optimal solutions.
Rust 1.96.0 is released with new features including Range and related core::ops types, assert_matches macros, and WebAssembly target changes. The update also stabilizes RFC3550 and introduces new range types for improved reliability and efficiency.
The user, a developer, has faced social isolation and harassment due to their work on open-source projects, including llamafile, which has become a widely used AI platform. They are seeking financial and emotional support from the public to continue their work and to help others who may be facing similar challenges, and to use their platform to promote understanding and acceptance of ...
A SaaS vendor, Zendesk, quietly moved a long-time customer to a new pricing model that was four times more expensive, prompting the customer to replace them with an in-house solution. The customer built a new support portal and integrated it with their existing CRM platform, resulting in a more seamless and connected customer experience.
A bipartisan amendment to block police LPR programs nationwide failed in a House committee markup on May 21, 2026. The amendment's quiet failure signals growing opposition to police LPR programs and Flock's increasing role in the controversy.
Endive is a JVM native WebAssembly runtime that allows running Wasm programs with zero native dependencies. It's designed for simplicity and safety, built on Chicory's foundation.
You don't have permission to access "http://thereader.mitpress.mit.edu/the-genius-of-the-barn-owls-feathers/" on this server.
ktx is a self-improving context layer that teaches agents to query warehouses accurately. It learns from company knowledge, maps the data stack, and builds a semantic layer for agents like Claude Code.
Leontien Talboom led a project called "Future Nostalgia" to preserve floppy disks at Cambridge University Libraries and Archives. The disks are degrading due to physical deterioration and loss of knowledge about the disks themselves.
The creator of the Lone language built a memory allocator and garbage collector from scratch, learning and improving them over time, and eventually replaced pointers with indexes into a large array of values. This change allowed for efficient reallocation and resizing of the heap, and the use of Linux's mremap function to manage the heap's page-based structure.
Zig Days are meetups where people work on projects, share knowledge, and foster a community that values systems thinking in software development. Organizers should encourage hands-on learning and minimize LLM usage to preserve the event's unique value.
The Justice Department has opened a criminal investigation into E Jean Carroll over perjury allegations in civil lawsuits against Donald Trump. The investigation is part of Trump's retribution campaign against those who accused or challenged him.
jqwik 1.10.0 emits a message to stdout that can be interpreted as a command by coding agents. The maintainer's intention is to express resistance to generative AI, but it may be misinterpreted as malicious code.
Garnix service will shut down on July 15th 2026, with open sourced code available for self-hosting. User data including build artifacts will be deleted on July 15th.
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Gentoo is a source-first distribution that offers flexibility and stability, allowing users to customize their system and choose from various options. It's a community-driven project that values user control, security, and respect for human work, with a focus on making computing sustainable.
Creusot is a Rust code verifier that checks for panics, overflows, and assertion failures. It translates Rust code to Coma, allowing users to leverage Why3 for semi-automatic verification.
We're building a durable execution engine from scratch using Go and Postgres for long-running and stateful functions. This guide will cover the fundamentals of durable execution, including tasks, retries, and replays.
The user has had small business success but not breakout success, trying 8 businesses over 20 years with varying degrees of loss and gain. They believe success requires identifying as an entrepreneur, letting go of outcomes, and moving forward daily, with ideas being valuable but implementation crucial.
Google detected unusual traffic from your network possibly due to malicious software or automated requests. Solving the CAPTCHA will let you continue using Google services.
Scientists are optimistic about breakthroughs in various fields, but funding for research is drying up, threatening the nation's scientific pipeline and future innovations. Without steady federal funding, the US risks losing its leadership in scientific research to countries like China.
Envelope is an open standard for defining AI teams, allowing builders to describe their teams in a declarative format that can be read and written by any runtime. By adopting this standard, Envelope aims to become the canonical marketplace for AI teams, driving adoption and ecosystem growth without giving away its business.
David Foster Wallace designed Infinite Jest as a Sierpinski Gasket with three institutional vertices. Readers fill in the Gasket through non-sequential rereading, converging on the Sierpinski shape over many iterations.
DHS is expanding iris scanning capacity for mass deportations, raising concerns about biometric data collection from detained individuals. The agency awarded a $25 million contract to BI2 Technologies for over 1,500 iris scanners and access to a database storing iris scans.
Valve increased Steam Deck prices by 40% due to rising memory and storage costs. Other gaming companies have also raised prices due to global economic pressures and component shortages.
Researchers like D. Kokotajlo and D. Amodei updated AGI timelines, initially pushing them out then pulling them back in. Most forecasters now expect AGI sooner, reversing previous updates.
US forces in war zones have been targeted using commercially available location data, a threat that lawmakers say the Pentagon should have acted faster to prevent. The global surveillance economy is shaping the battlefield, with location data being used to identify and target US troops.
Law enforcement agencies are using automated license plate reader data without warrants for various investigations, including low-level cases and background checks. This has led to a massive invasion of privacy, with agencies tracking people's movements for mundane reasons.
The user used a fuzzer to find hundreds of bugs in LLVM and NVIDIA's ptxas compiler, with the help of AI models Codex and Claude, and then used Claude to read through LLVM's code and find even more bugs at a rate of one every four minutes. The user spent over $10,000 on tokens to use Claude's subagents to find bugs, but believes the value of the AI's work was greater than their own, and ...
Dayton, Ohio covered Flock automated license plate reader cameras with trash bags due to uncertainty over their activity and contract terms. The move follows resident outrage and a scandal involving immigration enforcement, with similar actions taken by other cities.
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.
Tsplat renders 3d gaussian splatting scenes directly in your terminal. written in rust and is cpu only for now, doesn't require gpu or display servers and it even works over ssh. you need an inria 3dgs scene. you can think of it as a fuzzy colored blob. if you want to see the rendered scene, you can use the command line to open the console
US Secretary of State Marco Rubio says Cuba poses a threat to national security due to its failed state status. The US has deployed a naval armada to the region, including the USS Nimitz, to provide military options.
Researchers at Ink & Switch are developing PlayBook, a dynamic notebook with visualizable computation, and exploring new tools like Portemine and DrawDeck. They're also working on user input systems and gesture recognition for a natural writing experience.
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A Snowy Owl's appearance in Central Park sparked curiosity in New Yorkers, leading to a surge in Google searches for the species. Google search trends reveal a seasonal pattern, with bird searches peaking in spring migration months, and also show that people are more interested in iconic and rare birds.
ATLAS is a Lean 4 library autoformalizing textbook mathematics with 630,999 lines of code and 92.7% proved declarations. It's an ongoing effort with 26 books covered and 71.3% formalized statements.
Cryptography can provide privacy and security, but it's not a substitute for the rule of law and democracy. Cryptocurrency has failed to deliver on its promises, instead putting users in physical danger and enabling scams.
The creator of the Lone language built a memory allocator and garbage collector from scratch, learning and improving them over time, and eventually replaced pointers with indexes into a large array of values. This change allowed for efficient reallocation and resizing of the heap, and the use of Linux's mremap function to manage the heap's page-based structure.
Researchers discovered a new technique called FROST that allows websites to track visitors' browsing history and open apps by measuring SSD interactions. To prevent FROST attacks, users can close unnecessary tabs and monitor OPFS file creation and size.
The author discusses the difference between healthy and unhealthy scoring systems in games, arguing that good games are voluntary and arbitrary, while bad games are coercive and oppressive. The author critiques philosopher C. Thi Nguyen's book "The Score" for oversimplifying the issue and failing to consider the complexities of real-world scoring systems.
As W3C continues advancing its mission and strategic priorities, the Board’s focus is on maintaining continuity, organizational stability, and effective leadership through the organization’s next phase. The Board thanks Seth Dobbs for his contribution to W3C and wishes him well in the future.
To avoid being disrupted by AI labs, focus on building complex, vertical applications that require deep domain knowledge and customization, rather than generic, horizontal tools that can be easily replicated by labs. By owning the workflow, data, and governance of a specific industry or function, companies can create a moat that protects them from AI-powered competition.
Jean-Baptiste Lamarck, a French scientist, classified clouds and developed a meteorological theory that the moon influences the weather. His yearbooks, which included forecasts and instructions for readers to record their observations, were widely read and debated, but his ideas were often dismissed as outdated or superstitious.
The user observed a suspicious string in their test suite logs due to a jqwik-engine feature that prints a probe to test coding agent robustness. They suggest gating the print behind a configuration flag or replacing the message with a benign instruction to avoid surprise in CI logs.
The author has developed a tool called The Silent Critic to manage AI models in coding, focusing on preventing context escape and gaming the system. The tool uses a contract language and adjudication layer to keep workers honest and ensure correctness.
Iran's Internet access has started to be restored after a nearly three-month shutdown following US and Israeli attacks. Traffic levels have increased, with 40% of pre-shutdown activity observed on May 26.
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Liquid AI released LFM2.5-8B-A1B, an edge model for fast tool calling on consumer hardware. It expands context window, doubles vocabulary, and achieves tasks on entry-level laptops.
I built a Linux CLI tool that encrypts and decrypts folders using AES-256-GCM. It also hides file and folder names and stores the mapping in an encrypted file. If this is a learning exercise, cool! If this is a real thing, it needs a lot of work. Lots of failure modes, errors that are not being handled, sometimes exceptions, sometimes swallowing and printing to stdout, very inconsistent ...