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AI fuels more than half of cybercrime in Africa as scams surge – Interpol
news
3 min read
Artificial intelligence is involved in over 55% of reported cybercrime cases in Africa, according to INTERPOL's African Cyberthreat Assessment Report 2026. The rise of AI-driven attacks raises concerns as the continent's digital economy expands, with over 1.1 billion mobile subscribers anticipated by 2025.
Security Incident INC-2026-07-28-01 – UK AI Security Institute [pdf]
news
1 min read
A security incident report from the UK AI Security Institute outlines a significant breach involving unauthorized access to sensitive AI data. The incident occurred on July 28, 2026, and is classified as INC-2026-07-28-01.
Cloudflare Wallets: the programmable wallet for the agentic Internet
tool
7 min read
Cloudflare Wallets provide a programmable solution for AI agents to interact with APIs without human intervention. The wallet addresses challenges such as the lack of stable identifiers for sign-up and the absence of native payment methods for API access.
Third-party cyber evaluations involving OpenAI models
research
6 min read
Independent testing of OpenAI models is crucial for validating risks prior to deployment. Some evaluations utilize custom configurations with reduced safeguards to assess the models' underlying capabilities rather than their typical public behavior.
Thanks FedEx, This Is Why We Keep Getting Phished (2024)
opinion
8 min read
Recent phishing attacks often impersonate parcel delivery services, such as FedEx, using messages that create urgency and fear of missing out. Users can avoid falling for these scams by identifying warning signs, including unusual URLs and the overall tone of the messages.
I am retiring from fulltime writing (& pseudonymity) to launch Guardian Angel
news
1 min read
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In Memory of My Wife, Elise Cawley, with Thanks for 36 Wonderful Years
opinion
24 min read
Elise Cawley passed away suddenly at the age of 65 after suffering a vast cardiovascular event following heart surgery. She was married to Stephen Wolfram for 36 years and had recently attended a virtual family celebration.
Web Security is Too Hard
opinion
4 min read
Cloudflare offers a new product that allows users to claim preferred handles. Users can sign in to their accounts to bind the handle to their existing profiles.
AI Data Centers Are Driving Up Power Bills – This Map Shows Where
news
3 min read
AI data centers have added approximately $29 to $30 billion in costs to the electric grid, accounting for about 46 percent of total capacity charges during recent auctions. These data centers now consume around 4 percent of U.S. electricity, resulting in uneven impacts on utility bills across different states.
Hop.earth – OpenStreetMap based car racing game
tool
1 min read
Hop.Earth is an interactive platform that utilizes Copernicus DEM, IGN RGE ALTI®, and CNIG LIDAR data to allow users to explore global terrain. The service provides detailed topographical information for various applications, enhancing geographical understanding and analysis.
The Warp Agent CLI
tool
6 min read
The Warp Agent CLI is a standalone coding agent compatible with various terminal environments, enhancing the experience for developers engaged in heavy terminal workflows. It features built-in model-routing capabilities, includes frontier and US-hosted open-weight models, and allows for customization with custom model routers.
Mistral's Shieldstral: 3B open-weights model for multimodal moderation
tool
5 min read
Shieldstral is a 3B open-weights multimodal safety classifier that outperforms larger models by up to 7x by framing content moderation as a policy-adaptive question-answering task. It accepts plain-language policies at inference time, unifying text and image safety evaluation without retraining, and is released under Apache 2.0, providing calibrated safety scores while operating efficiently on a single 16GB NVIDIA GPU.
When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation
research
2 min read
AI benchmarks are essential for assessing model performance and informing deployment choices. However, they often reach saturation, reducing their effectiveness in distinguishing between models and limiting their long-term utility.
The AI Demand Bubble
opinion
39 min read
The AI demand bubble is analyzed through detailed financial assessments of companies like NVIDIA, Anthropic, and OpenAI. Subscription to a premium newsletter provides in-depth insights into the AI sector and related financial topics.
Apple says more ex-employees may have taken confidential data to OpenAI
news
2 min read
Apple is seeking a preliminary injunction against OpenAI to prevent the development of products based on its technology, citing potential involvement of more former employees in trade secrets theft. The company has filed for expedited discovery concerning OpenAI employees Chang Liu and Tang Yew Tan.
Most tech revolutions made work worse for employees
opinion
6 min read
Most technological revolutions have historically worsened work conditions for employees, leading to increased mundane tasks and longer office hours. Despite fears surrounding AI, there is a push for its adoption, with the belief that it may not follow the same detrimental pattern as previous technologies.
Agent skills that bring team coding standards to Claude Code and Codex
tool
16 min read
ADLC Team Skills is an open-source framework designed for engineering teams to enhance collaboration and reduce technical debt. It addresses issues like chaotic development practices and trust verification in AI engineering by promoting a shared cognitive layer among team members.
It's not a fear of "AI communism"; it's a fear of competitive market capitalism
opinion
4 min read
The economics of developing and monetizing frontier AI models may provide a competitive advantage for approximately four months before open-weight versions become available. Concerns exist regarding the implications of this competitive market capitalism on the AI landscape.
AI-Generated Images Discourage Me from Reading Your Blog
opinion
1 min read
AI-generated images in blogs can create skepticism about the authenticity of the text, leading to disappointment, especially in indie blogs. Some prefer hand-drawn images over AI-generated visuals to ensure the content reflects genuine human expression.
As Reddit stock falls, CEO questions value of Google's AI Overviews
news
2 min read
Reddit CEO Steve Huffman criticized Google's AI Overviews feature, which summarizes search results, during a quarterly earnings report. Huffman expressed concerns about the impact of this feature on Reddit's value proposition and strategic direction.
Keyv and friends compromised in active Shai-Hulud supply chain attack
news
7 min read
On August 4, 2026, attackers compromised the GitHub account of the maintainer of the Keyv library, which has approximately 127 million weekly npm downloads. The attackers injected a credential-stealing worm into Keyv and several other widely-used packages owned by the same maintainer, including Cacheable, Flat-cache, and File-entry-cache.
Why Large Language Models Fail at Tabular Prediction
research
2 min read
Large language models (LLMs) struggle with predictive analytics over tabular data, which is a common machine learning workload. This limitation has led to the emergence of tabular foundation models aimed at addressing this gap.
DeepSeek V4 Flash on a Single AMD MI300X
tool
10 min read
The GitHub repository ryanzhou/deepseek-v4-flash-mi300x provides configuration and patches for running DeepSeek-V4-Flash-0731 on an AMD MI300X. It includes a Docker Compose stack, SHA-256-pinned file overlays, reference diffs, tuning tables, and runs checkpoints without additional weight quantization or offload.
Homebench – Benchmark local LLMs for speed, memory, and quality
tool
1 min read
GitHub Copilot assists developers in writing better code by providing AI-powered suggestions. The platform includes features for automating workflows, managing code changes, enforcing code quality, and identifying security vulnerabilities.
Harness Engineering for Self-Improvement
research
32 min read
Recursive self-improvement (RSI) allows an AI to enhance its own cognitive capabilities, potentially surpassing human intelligence. This concept, first defined by I. J. Good in 1965, involves a feedback loop where an AI uses its intelligence to improve the mechanisms that generate its intelligence.
Apple is getting this wrong
opinion
5 min read
Apple's lawsuit against OpenAI involved a miscommunication where their outside lawyers emailed the wrong person due to a mix-up with two similar Asian last names. Apple initially claimed they contacted OpenAI in February but later admitted the error after it was pointed out.
U.S company’s AI lets Ukraine’s cheap kamikaze drones track targets on their own | $100 million deal gives 50,000 Ukrainian drones U.S-developed AI capabilities.
news
2 min read
Ukrainian drone operators are upgrading $400 Shrike kamikaze drones with AI systems developed by the US company Aut to enable autonomous tracking of moving targets. The upgraded drones, produced by SkyFall, have successfully destroyed Russian armored vehicles and helicopters.
There Will Come Soft Rains (1950) [pdf]
tool
1 min read
"There Will Come Soft Rains" is a short story by Ray Bradbury published in 1950. The narrative explores themes of technology, automation, and the aftermath of a nuclear disaster.
Windows XP 2002 for the Itanium: Unbridled rage
tool
7 min read
A fork of Qemu by Malte Kuhlmann enables workable Itanium Merced emulation that can run Windows XP and Windows Server 2003. The development is based on syunnPC's AI-infused Qemu fork, with ongoing improvements expected.
LLMs reward expertise
opinion
4 min read
LLMs enable individuals to perform tasks like writing CSS without needing deep expertise, effectively turning many into generalists. The use of LLMs can produce high-level outputs, such as PhD-level mathematics, despite a perceived lack of skill in utilizing these tools.
AI's debt binge can't last, hidden borrowing reaches $1.65T
news
4 min read
AI-related borrowing has surged to $1.65 trillion, driven by tech giants' increasing capital expenditures, with Amazon raising its spending guidance. This trend indicates a significant rise in bond issuance amid a growing appetite for debt in the AI sector.
KisakCOD – Open-source reimplementation of Call of Duty 4 Multiplayer
tool
2 min read
KisakCOD is an open source reimplementation of Call of Duty 4's multiplayer executable, designed for mod developers and enthusiasts. It requires Windows OS, Visual Studio 2022, CMake 3.16 or higher, DirectX SDK 2010, and a copy of Call of Duty 4 on Steam for installation and setup.
Smaller, faster, safer: running Kimi and GLM at scale
tool
7 min read
Workers AI runs inference for Moonshot's Kimi K-series and Z.ai's GLM models on GPUs in Cloudflare data centers. These models are large, long-context, and mixture-of-experts types, presenting challenges in efficient serving due to memory constraints.
Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents
tool
1 min read
Hoplite provides cloud coding agents designed for effortless and enjoyable coding experiences. The platform aims to streamline the development process with user-friendly tools.
What's the largest software project AI can complete on its own?
research
4 min read
MirrorCode is a benchmark designed to evaluate AI models on long-horizon coding tasks by requiring them to reimplement entire programs end-to-end without access to the original source code. Solutions generated by AI must match the output of the original program to be considered successful.
Flock's CEO Faced Me After Its Cameras Led to My Wrongful Stop
opinion
34 min read
Flock cameras utilize AI technology to track vehicles, which can lead to wrongful stops due to human error. Flock Safety CEO Garrett Langley discussed the implications of these incidents and aims to eliminate wrongful stops in the future.
Devtools must be open source
opinion
8 min read
Many software engineers primarily use programs created by others rather than developing their own. Customization through config files, plugins, and extensions is common among engineers to enhance their workflow.
Andy Pavlo joins ClickHouse to establish ClickHouse Labs
news
4 min read
Andy Pavlo has joined ClickHouse to establish and lead ClickHouse Labs, a new research team focused on database management system (DBMS) internals. Pavlo previously worked as a professor in the Computer Science Department at Carnegie Mellon University since 2013.
MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video
tool
8 min read
MiniMax H3 is an open-weights omni-modal video model that supports real stereo sound and 2K output. It is optimized for ComfyUI and can run locally on a 3060 GPU, allowing users to generate video from text, images, video, or audio inputs.
The AI bubble is popping; we just don't know it yet
opinion
1 min read
The AI industry is experiencing signs of a potential bubble burst, with various companies facing earnings challenges. Discussions are ongoing regarding the implications of these developments on the future of AI investments.
SQLite Critical CVEs or LLM Slop?
research
7 min read
A GitHub repository published multiple SQLite vulnerability advisories, which were flagged as critical by NVD and CISA. JFrog security researchers found that the cited code did not exist in the referenced versions, and the proof-of-concept payloads failed to trigger the vulnerabilities.
AirLLM 70B inference with single 4GB GPU
tool
7 min read
AirLLM enables 70B large language models to run on a single 4GB GPU without quantization, distillation, or pruning. Sparse MoE models allow for running larger models, such as the 405B Llama 3.1 on 8GB and the 2.8T Kimi K3 on under 4GB, by streaming one expert at a time.
Prevent cognitive debt by manually retyping LLM-generated code
opinion
4 min read
Manually retyping LLM-generated code can prevent cognitive debt by reinforcing understanding and retention of concepts. Using coding assistants for repetitive tasks can speed up development but may lead to disorientation and a lack of satisfaction with the final product.
The true power of regular expressions (2012)
opinion
21 min read
Regular expressions can be effective for parsing specific aspects of HTML, despite the common belief that HTML is not regular. Using regular expressions in certain contexts can yield practical results, challenging the notion that XML parsers are the only viable solution.
Octane – React’s programming model, compiled
tool
5 min read
Octane is a React programming model that eliminates the rules of hooks, allowing hooks to be used conditionally and without dependency arrays. It compiles React's hooks, Suspense, and actions ahead of time, focusing on performance without utilizing a virtual DOM.
The Shape of Things to Come
opinion
33 min read
The "loops and graphs" concept allows coding agents to work autonomously on complex problems overnight. Successful management of these agents can lead to organized, city-like structures emerging within coding projects.
The AI Productivity Gap
opinion
4 min read
AI has improved the productivity of engineering teams but has not significantly reduced the time required to develop production features compared to traditional methods. Understanding the AI productivity gap requires examining how developers structure their workdays.
Don't be a meat proxy
opinion
1 min read
Using AI-generated responses as intermediaries in conversations can lead to inefficiencies and verbosity. Direct communication with AI tools like Claude allows for faster, more contextually controlled interactions.
Situational Awareness and the Impending Stock Market Volatility
opinion
7 min read
Situational Awareness faced challenges due to downward market pressures, yet it also gained from these forces during a period of significant asset price increases over the past 18 months. Current market volatility is influencing the perception and performance of Situational Awareness.
AI migrated legacy COBOL programs to Java, bugs included
research
2 min read
The "Locksmith Loop" is a novel agentic test-synthesis method designed for deterministic validation of legacy COBOL code migration to Java. It addresses challenges in testing by generating test cases to ensure correct functionality despite limited test data and complex corner cases.