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Anthropic's Method to Losing Goodwill in a Few Easy Steps
opinion
9 min read
Anthropic has faced criticism for diminishing its value in coding through practices such as vendor lock-in, consumer malpractice, and price gouging. Recent experiences testing various AI tools revealed a growing discontent with the company's direction in agentic development.
The AI Marketing Backlash: Why 'AI-First' Brands Are Starting to Fall Flat
opinion
9 min read
AI-generated content is increasingly perceived as generic and inauthentic by consumers, leading to a backlash against 'AI-first' brands. Marketers are finding that emotional connections and authenticity are more important than efficiency in brand messaging.
Road to Elm 1.0
news
1 min read
Elm is a programming language designed for building web applications, featuring friendly error messages, high performance, small asset sizes, and no runtime exceptions. Recent updates have improved build times, enhancing developer productivity.
Real-time map of Great Britain's rail network
tool
1 min read
Signalbox provides a live real-time map of Great Britain's rail network, displaying train locations and statuses. Users can access the interactive map online at https://www.map.signalbox.io.
When AI Costs More Than the Engineer
research
4 min read
Anthropic allocates 2.3 times its payroll to compute costs, amounting to approximately $2 million per employee annually, with a projected $10 billion spend on inference and training in 2026. In contrast, the top 1% of companies spend $89,000 per engineer on AI, while the median spend is $137, highlighting a significant disparity in AI investment across the software market.
GPT-5.6 Sol Ultra will be in Codex
news
1 min read
@haider1 Ultra will be in codex. Tibo@thsottiaux返信先: @haider1さんUltra will be in codex.0:54 · 2026年7月6日15.4万再生数89891051052.2K2.2K8282既読: 89 件の返信
Al Vigier: Canada's AI strategy shouldn't include secret Palantir bills
opinion
5 min read
Canada's federal government has launched the "AI for All" initiative, positioning itself as the "strategic anchor customer" for domestic AI businesses. Currently, only 12% of Canadian businesses and 8% of small firms utilize AI technologies.
The Private Capture of Public Genius
opinion
28 min read
On January 24, 1956, American Telephone and Telegraph Company was the largest private company globally, generating nearly 2% of the U.S. GDP and employing 746,000 people. The company owned Bell Labs, which developed significant technologies including the transistor, solar cell, information theory, and radio astronomy, and was involved in laying the first transatlantic telephone cable.
Does code cleanliness affect coding agents? A controlled minimal-pair study
research
2 min read
A study investigates the impact of code cleanliness on the performance of autonomous coding agents. The research focuses on how the structural and stylistic quality of code influences an agent's ability to navigate and complete coding tasks.
New Microsoft 365 pricing live, some products up by 42% due to AI
news
4 min read
Microsoft 365 subscribers will experience a price increase as part of a "packaging and pricing update" effective July 1, 2026. The price hike applies to Business, Enterprise, Frontline, and Government suites, with Microsoft attributing the change to ongoing innovation and the integration of AI features like Copilot.
Completing a computer science degree on Coursera
opinion
15 min read
Completing A Computer Science Degree On Coursera In September 2022, I impulsively signed up for a Bachelor's Degree in Computer Science after seeing an ad for it on Coursera. Getting a degree had been on my mind for quite some time, after a long career without one, but I wasn't sure how to go about it. And now, about 3 years and 9 months later (with the last 3 of those months spent waiting for my ...
Dungeon Proof Crawler: learn how to write proofs with RPG
tool
1 min read
Dungeon Proof Crawler is an interactive game that allows players to navigate through a dungeon while solving puzzles and avoiding traps. The game features a unique mechanic of lighting torches to illuminate dark areas and reveal hidden paths.
New AI tutor achieves 0.71-1.30 SD effect size in Dartmouth course [pdf]
research
1 min read
A new AI tutor demonstrated an effect size of 0.71-1.30 standard deviations in improving student performance in a Dartmouth course. The study indicates significant potential for AI-driven educational tools in enhancing learning outcomes.
A sociotechnical threat model for AI-driven smart home devices
research
2 min read
AI-driven smart home devices pose new privacy risks for domestic workers in the UK, who are often monitored in employers' homes. Domestic workers also utilize smart devices in their own households, leading to increased concerns about surveillance and privacy.
Mark Zuckerberg tells staff that AI agents haven't progressed enough
news
1 min read
Mark Zuckerberg informed Meta staff that the development of AI agents has not progressed as quickly as anticipated. Earlier this year, Meta laid off around 8,000 employees and reassigned 7,000 to AI-focused groups, including Agent Transformation.
Autonomous flying umbrella follows and shields users from rain and sunlight
news
1 min read
An autonomous flying umbrella has been developed to follow users and provide protection from rain and sunlight. Most structural components of the device were created using 3D printing technology.
Claude Design System Prompt
tool
5 min read
The Claude Design System prompt is a reverse-engineered system prompt and skill library that transforms a large language model (LLM) into an opinionated, accessibility-aware design collaborator. It is open source and MIT licensed, compatible with any LLM that supports system prompts, and addresses the limitations of typical design assistant prompts by avoiding generic outputs.
Knowledge Should Not Be Gated
opinion
9 min read
Building AI systems to incorporate business knowledge typically involves chunking documents, selecting an embedding model, setting up a vector database, tuning retrieval processes, and possibly creating a graph. This complex infrastructure can make company knowledge less accessible and harder to interpret.
Is The Economist Always Wrong?
opinion
1 min read
Artificial intelligence was used to evaluate the accuracy of predictions made in The Economist from 2000 to 2026. The analysis included forecasts related to events such as the global financial crisis and the potential bankruptcy of major car manufacturers.
sqlite-utils 4.0rc2, mostly written by Claude Fable (for about $149.25)
tool
11 min read
sqlite-utils 4.0rc2 has been developed primarily by Claude Fable, with a focus on achieving a stable release while adhering to Semantic Versioning principles. The development process utilized Claude Code on an iPhone to facilitate improvements.
Shadcn/UI now defaults to Base UI instead of Radix
tool
4 min read
Base UI is now the default component library in shadcn/ui as of July 2026. Base UI is developed by the same team that created Radix, offering unstyled headless components with improved APIs and accessibility.
I Accidentally Started a Small Business Three Weeks Ago
opinion
15 min read
A communication app designed for non-verbal children has gained significant attention, resulting in emotional responses from mothers. The app was developed following a personal experience during a speech therapy session.
The Log is the Agent
research
2 min read
ActiveGraph is a runtime that inverts the traditional agent framework by prioritizing event-sourced reactive graphs, where the logging layer is central to the system. This design enables auditable and forkable agentic systems, improving observability and state management.
Return of the Nigerian Prince Redux: Beware Book Club and Book Review Scams (2025)
news
10 min read
A new marketing scam involves operators in Nigeria sending highly personalized, AI-generated email solicitations to authors, posing as marketing or PR experts. Authors are offered various marketing services for a fee, typically a few hundred dollars, and are then referred to a Nigerian contact.
Drone Autonomy (2021)
research
2 min read
Modern drone autonomy involves techniques in modeling, state estimation, motion planning, and control specifically for quadcopters. These concepts serve as foundational knowledge for individuals new to the field.
GPT-5.5 Codex reasoning-token clustering may be leading to degraded performance
research
3 min read
GPT-5.5 Codex exhibits a pattern where reasoning output tokens cluster at 516, 1034, and 1552. This clustering may correlate with degraded performance on complex tasks.
Better Models: Worse Tools
tool
10 min read
Newer Claude models, such as Opus 4.8, sometimes generate extra, invented fields in the nested edits[] array when calling Pi's edit tool. This results in mismatched arguments that cause Pi to reject the tool call and request a retry.
AI has torched the market for junior programmers
opinion
9 min read
AI has significantly reduced demand for junior programmers, leading to a challenging job market in that sector. Despite this downturn, there is potential for the emergence of new programming roles in the future.
Command and Conquer Generals natively ported to macOS, iPhone, iPad using Fable
tool
1 min read
Command & Conquer Generals: Zero Hour is now running natively on macOS, iPhone, and iPad using the EA GPL v3 source via GeneralsX. The project utilizes the DXVK/MoltenVK renderer and includes RTS touch controls, but does not include game assets.
Google Books (or similar) all book scans – $200k bounty (2025)
tool
1 min read
A $200,000 bounty has been announced for methods to access all book scans from Google Books, which currently only displays snippets through search results. Contributors are encouraged to share scalable prototypes for potential support in development.
Meta data center water discharges suspended for contaminating water supply
news
5 min read
Meta's data center water discharges have been suspended due to contamination of Cheyenne's reclamation water supply with a rare bacterium. The Cheyenne Board of Public Utilities has revoked the discharge privileges for industrial wastewater from data center operations following the incident.
Leaking YouTube creators' private videos
news
4 min read
YouTube Studio features an AI assistant called Ask Studio that summarizes viewer comments. If a comment contains instructions, the AI may execute actions based on those instructions, raising concerns about privacy and security.
Potential session/cache leakage between workspace instances or consumer accounts
tool
1 min read
A potential session and cache leakage issue has been identified in the Claude Code, where an agent unexpectedly referenced building a Minecraft temple, suggesting possible cross-contamination between workspace instances or consumer accounts. This raises concerns about the isolation of cache in the Enterprise ZDR workspace.
The Fediverse Is Not the Way Forward
opinion
22 min read
The Fediverse is criticized as not being a viable alternative to existing social media platforms. The author expresses a preference for limited engagement with Big Tech while acknowledging a desire for a more social web-browsing experience.
2026 Unslop AI-Written Fiction Contest Results
news
1 min read
The 2026 Unslop AI-Written Fiction Contest results reveal a significant influence of human intervention in the submissions. Winning entries demonstrated varying degrees of AI assistance, raising questions about authorship and originality in AI-generated literature.
Agentic coding notes from Galapagos Island
opinion
91 min read
Agentic coding involves deploying multiple AI agents to perform tasks that may be considered poor judgment if executed by humans. The use of AI in debugging has revealed challenges, such as the lack of tests and the ineffectiveness of git bisect for certain UI interaction bugs.
Synthesis is harder than analysis
opinion
6 min read
Mathematicians, logicians, and computer scientists have developed various calculi, including lambda calculus, relational calculus, and predicate calculus. Lambda calculus, created by Alonzo Church, serves as a foundational model of computation, while relational calculus underpins SQL and predicate calculus is essential in formal methods.
Odin, Wikipedia and engagement farming
opinion
37 min read
Odin is a programming language that has been nominated for deletion on Wikipedia. The situation raises concerns about engagement farming and the impact of community-driven content management on lesser-known programming languages.
The circuit that lets your brain think and see
research
6 min read
Research at Columbia Engineering reveals that the brain's circuitry operates more efficiently than previously understood, challenging traditional views of how visual information is processed. Nuttida Rungratsameetaweemana proposes that the brain integrates thinking and seeing more directly than the conventional model suggests.
Leanstral 1.5: Proof abundance for all
tool
6 min read
Leanstral 1.5 is a free Apache-2.0 licensed model with 6 billion active parameters that significantly enhances performance in formal verification. It solves 587 out of 672 PutnamBench problems, achieves state-of-the-art results on FATE-H (87%) and FATE-X (34%), and uncovers five previously unknown bugs across 57 repositories.
Performance per dollar is getting faster and cheaper
news
5 min read
Performance per dollar for AI inference is improving, with GLM5.2 served on AMD MI355X achieving 2626 tokens per second per node and 213 tokens per second in a single stream at over 2x lower cost than Blackwell. Demand for inference is increasing rapidly, outpacing supply, as new frontier models are released frequently.
Software, from First Principles
opinion
46 min read
Smartphones and laptops operate on microscopic circuits made from purified rock, enabling the control of electron flow for computing tasks. This technology results from centuries of contributions from various scientific and engineering disciplines.
New serious vulnerabilities spiked around release of Claude Mythos Preview
news
1 min read
In April 2026, Anthropic introduced Claude Mythos Preview, an internal model designed for autonomous cybersecurity vulnerability discovery and exploitation. Following this announcement, both Anthropic and OpenAI initiated projects to enhance critical software security against potential threats.
Kagi Changelog (July 2): Heads, tails, and an AI toggle
tool
4 min read
Kagi Search now includes an option to completely disable AI-based features in the search settings. This feature will also be added to the onboarding process for new users to personalize their experience.
I Wasn't Allowed Prompting ChatGPT During My Chalk Talk: This Is Discrimination (2025)
opinion
7 min read
Dr. Rachel Simmons faced restrictions on using ChatGPT during her chalk talk while interviewing for a tenure-track position at a university in Connecticut. She argues that this limitation constitutes discrimination against her as a candidate.
AI saves about 3% of your hours, and almost none of it reaches the money
research
8 min read
AI saves approximately 3% of work hours, with minimal financial impact on paychecks or profit and loss statements. The technology enhances efficiency in specific tasks like writing and support, but overall productivity gains may diminish in practice.
US residents angry datacenters 'shoved down our throats' are recalling officials
news
7 min read
Residents in Lenox Township, Michigan, are recalling officials due to concerns over a proposed data center campus that was promoted without disclosing the developers' identities. Emails obtained through an open records request revealed that developers had sought support from township officials for the project, despite no formal applications being submitted.
60% Fable cost cut by converting code to images and having the model OCR it
tool
11 min read
pxpipe reduces Claude Code's input token usage by converting bulky text context into images, significantly lowering token consumption. The system leverages the fixed token cost of images based on pixel dimensions, allowing dense content to utilize approximately 3.1 characters per image-token compared to 1 character per text-token.
Markets are competitive if and only if P != NP
research
2 min read
Competitive market outcomes necessitate computational intractability, indicating that if P = NP, firms could effectively solve collusion detection problems. This efficiency would allow for sustainable collusion as an equilibrium in complex, noisy markets.
Claude, please stop trying to memorize random crap
research
5 min read
Memorizing session transcripts does not improve performance on software engineering tasks when agents have access to other context. Automatic analysis of session transcripts offers limited benefits without human involvement.