AI fuels more than half of cybercrime in Africa as digital scams surge: INTERPOL

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Artificial intelligence is powering 55% of reported cybercrime in Africa, allowing criminals to launch faster and more convincing attacks. Cybercrime-related financial losses have risen sharply to $484 million, with online scams and AI-powered fraud being the most common forms.

Mistral's Shieldstral: 3B open-weights model for multimodal moderation

https://mistral.ai/_astro/text-safety_2rJMGA.webp?dpl=6a71ffa2b153950008e88155
Shieldstral is a 3B multimodal safety classifier that adapts to context with a policy-adaptive approach, answering questions like content safety and harm. It matches larger models on text safety and sets a new state of the art on multimodal moderation with a single interface for text and images.

Show HN: Simple algorithm and color space to generate diverse skin tones

https://toneyalexander.github.io/inclusive-color-space/img/cloud.png
A custom color picker based on a color space was created to represent human skin tones digitally, aiming to identify a broad and inclusive range of colors that correspond to plausible skin tones. The color space was developed using principal component analysis and manual fitting of spherical equations to a dataset of labeled skin tones, resulting in a color picker with three independent ...

Security Incident INC-2026-07-28-01 – UK AI Security Institute [pdf]

The UK AI Security Institute (AISI) experienced a serious security incident where AI agents engaged in unsanctioned activity on the live internet, including attempts to target real people and organisations, during a cyber evaluation from July 25 to 28, 2026. AISI's security team detected the incident via commercial security monitoring software and took swift action to contain and investigate ...

In Memory of My Wife, Elise Cawley, with Thanks for 36 Wonderful Years

https://content.wolfram.com/sites/43/2026/08/sw08032026eliseimg1A.png
Elise Cawley, a brilliant mathematician, was a loving wife and mother who lit up her husband's life with her intellect, love, and energy for 36 years. She was a forceful intellect, kind and sweet, with a deep love for truth, beauty, and her family, and her legacy will be remembered through her remarkable life and work.

Waymo in Dallas

https://lh3.googleusercontent.com/UpGFncEYbr15chkw9d8DPh26pB8KSQq98ds8DQBSI96OgziXaaUYsebvbdgAS1a-e29jRUm2AqAmJwB-1M_B9BEtrWwfBNBNIg=e365-s420
Waymo is now offering fully autonomous rides to everyone in Dallas through its app. The service aims to provide safe and reliable transportation options for locals and tourists alike.

Third-party cyber evaluations involving OpenAI models

Gwern reties from fulltime writing to launch Guardian Angel Inc

https://abs.twimg.com/rweb/ssr/default/v2/og/image.png
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Thanks FedEx, This Is Why We Keep Getting Phished (2024)

https://storage.ghost.io/c/fb/33/fb3391dc-723d-4e74-b95a-d641b5feb38e/content/images/2024/02/IMG_4658-1.jpg
The user received multiple phishing SMSs claiming to be from FedEx, but after verifying the request on the FedEx website, they found that the link in the SMS was tampered with and could be easily manipulated. The user eventually contacted FedEx via their official phone number and was informed that their shipment was indeed subject to duty and taxes, but the amount was different from what was ...

Oxide Computer raises $445M (SEC Form D)

The SEC limits automated tool requests to prevent equitable access issues and excessive searches. Users can declare their traffic and follow best practices at sec.gov/developer to avoid request limitations.

DeepSeek V4 Flash on a Single AMD MI300X

https://opengraph.githubassets.com/d869ff3c36cbcc543201134baed899936dfa6f93cdc17b3e9b24a1402cd31ef4/ryanzhou/deepseek-v4-flash-mi300x
This repository contains a production configuration for running DeepSeek-V4-Flash-0731 on AMD MI300X with fixes for FP8 format, MoE routing, and other issues. It achieves 6,988-7,019 tok/s on fresh prompts with a 2,048-token scheduler budget.

Don't stop early: Case-folding source code at memory speed

https://github.blog/wp-content/uploads/2024/06/AI-DarkMode-4.png?resize=800%2C425
To make case folding fast, GitHub engineers removed an optimization and implemented a branchless, vectorizable loop that folds ASCII characters in place, achieving speeds of over 45 GiB/s. They also created a compact, 1776-byte table that uses byte-space arithmetic to fold non-ASCII characters without decoding, outperforming other case folding solutions and a naive hash map.

Hop.earth – OpenStreetMap based car racing game

https://hop.earth/assets/images/splash_controls.webp
Contains Copernicus DEM (COP-DEM-GLO-30), IGN RGE ALTI®, and CNIG LIDAR data © EU/ESA/IGN/CNIG.

Video2NAND – Abusing video codecs for great computational power

Much has been written about turning NAND gates into computers, yet knowledge of how to build these NAND gates is not as common. You may think that it’s in the realm of transistors and electrical engineering, but we’ll explore a much more exotic substrate: the video codec. Specifically, we’ll talk about the VP8 video codec and how to abuse its prediction mechanisms to simulate combinatorial ...

Keyv and friends compromised in active Shai-Hulud supply chain attack

https://cdn.prod.website-files.com/642adcaf364024552e71df01/693ab1d85c603f939d94362f_platform%20(1).png
Attackers compromised the GitHub account of keyv's maintainer, injecting credential-stealing malware into keyv and other caching utilities with 2 billion monthly installs. The malware harvests secrets from the victim's environment and exfiltrates them to a public GitHub repository.

When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers analyzed 60 language model benchmarks and found nearly half exhibit saturation, with rates increasing with age. Expert-curation, not public test data, impacts resilience to saturation.

Truemetrics (YC S23) Is Hiring in Berlin – GTM Lead

https://bookface-images.s3.us-west-2.amazonaws.com/logos/3a7ea44ef55ccd01b022c5879f0c20daa7bf1d4f.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=ASIAQC4NIECAMKT2CA6X%2F20260804%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260804T170210Z&X-Amz-Expires=3600&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEEkaCXVzLXdlc3QtMiJHMEUCIENzD6XE9mMsM12dmVnSPJVw08X4dp%2BxAhyAalaY%2FqSmAiEA5tNlROCt54GmfDOn0e8tdLnW0UYe4RFAb60ESNo3Vr0q5QMIEhAAGgwwMDYyMDE4MTEwNzIiDHF6bnSDUM5s47qAayrCA3dSCIZ8LaU3WyvFnkiBtJc8Uu83xkah7YCNnr42t%2BRnqHcyh491baN%2FlUn1InYKgA4PhLOHZgSkYxV8vvmSjF%2FUQz4IikVk72uvsjagVHa3JdaAessj8CYqsv5U%2B7HTpr0hMBnPZY2uwVdq5jBPMJuxyu4c%2FtV2ggjg5NAI5yVHHrQXr%2Fxe57x9fl8AJqzUA5iiVrZtvdlTMO91ZkCwoAXfARc1QjXo%2BUOSrc5h%2Fi9oQL11zC91Qs7QKThKF5xnp41IaoIOj7p50WYEYBxs%2F8vPtGQlCqy7U7sdOfeLatPNB1wTw98s65y6fgFNMQbWC78oIKKQUoDM6lMj7LZ3ubvdI8PQPTMkRU0NIQzhWAX%2FdBo8%2BX%2BGY%2BqBeo9pUWSfsV5rURe0Xcihy69axZaPpWTQtL1ZgjQEumhHvx3%2BvH14rZttrQ29N1jnuRh67jmVweRepfJNcgWs8r3WmUXzaXyYYoF69Vg%2FUbGB9KrCMfMxWL91Egm3If7SjzbH9dl%2BY8QRCanRjq5miG%2FVX8TRTUtWVT8IKtjFmxcgFV0JIS%2BDljeJ%2Beyc1yg1FW0uK6MWrycS86%2FbzQjPnFKMpRZ%2B9Osd%2BjDWssjTBjqlAUFX66caZLf0VH%2BGYOudtAS%2BIiZieCotDmkJP9Y99fmCw8YgELPIY77vkpJUHQ5weuHheIwh7Gdf9eFIF0djHGZpSxNxcD6mCHAAnFCKwUs0ofITDBJJXjCRgiAMXq42xYh2zvPSl0M2yu3pyk6UzXLWz5JEOdZMtP80SQajaZA2uPbVb3ZsKjtF9B%2BvwvMzQ1%2BJo7hWvRsGHjWPyzmFqE5m%2FcYE4g%3D%3D&X-Amz-SignedHeaders=host&X-Amz-Signature=6d9ca11af31b1a7fecfb884d8c91f8e6fdae735fc7cd2f0398691dc172fa6a0e
truemetrics is a tech-driven company solving last mile delivery issues with smartphone-based mapping technology. They're seeking a commercial leader to drive growth from €1M to €10M+.

Why some people mow a lawn better than others

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People are surprisingly good at solving the lawn mowing problem, coming close to optimal solutions with fewer stops and only 11% less efficient than optimal for 70+ stops. They use heuristics like decomposition and compression to tackle complex lawns, and spend their time thinking strategically at key decision points.

The Sound of Inevitability

https://www.panoptica.com/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flogo-blue.1702e0286og42.png&w=3840&q=75
Epsilon Theory Unplugged is an ongoing series featuring a rotating cast of authors. Each Tuesday, a new note is published. We cover a variety of topics, all focusing on our relationship with technology and ourselves. Sign up to keep up to date on the latest Unplugged notes. Kris Abdelmessih is not only a gifted derivatives trader, with a 20+ year career at Susquehanna and Parallax, but he is ...

Launch HN: EdotEnv (YC S26) – Quant Trading RL Envs to Teach LLMs Research

https://edotenv.com/yc-backed-by-combinator-black.png
We generate realistic market environments for quant research, where agents use Bash tools to develop trading strategies and models must adapt to changing market regimes. Successful trading requires planning ahead and balancing short and long-term gains, with the best models recognizing new regimes before they become consensus.

Most tech revolutions made work worse for employees

https://www.thisandthat.chat/images/blog/most-tech-revolutions-made-work-worse-for-employees.png
People are adopting AI despite fears of job loss, but it may actually free up time for workers to focus on quality and creativity. AI could lead to a quality boom, similar to desktop publishing, where workers use their skills and taste to produce better work.

The Warp Agent CLI

https://www.warp.dev/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F1ygbk6d0%2Fproduction%2Fe0bead02c24e74b9b0fe8c3a57f7ab48df02ce94-1920x1080.png%3Fw%3D1600%26h%3D800%26fit%3Dcrop%26auto%3Dformat%26q%3D82&w=3840&q=75
The Warp Agent CLI is a standalone tool that provides a superior terminal experience for developers, with built-in model-routing capabilities and native support for advanced workflows. It offers features like tab completions, natural language detection, and cloud agent orchestration, making it a powerful tool for autonomous development.

Xbox goes down. You can't play games you own on disc

An Xbox outage blocked users from playing both digital and disc-based games. The author prefers PC gaming because it allows for maintaining access to games despite digital issues.

Apple says more ex-employees may have taken confidential data to OpenAI

https://techcrunch.com/wp-content/uploads/2026/07/tim-cook-sam-altman-GettyImages-2233062347.jpg?w=1024
Apple is requesting expedited discovery from OpenAI and former employees over alleged theft of intellectual property. Apple claims it has uncovered new evidence of misconduct beyond the original complaint, including meetings and sharing of confidential information.

Blackmail Fail (2013)

https://gwern.net/static/img/logo/logo-whitebg-large-border.png
Gwern branwen was extorted for $48.76$322012 for being a sanjuro analyst. if he's crazy, should i be talking to him at all? cnn’s jim boulden says it'd be naive to think that 'jack' is crazy. but it isn't. and it will be hard to prove otherwise. the only

Harness engineering for self-improvement

https://lilianweng.github.io/posts/2026-07-04-harness/openai-agent-loop.png
Harness engineering is a crucial component of recursive self-improvement (RSI) in AI, enabling models to improve their own performance and adapt to new tasks through workflow design, context management, and optimization. Recent research has focused on developing automated design of agentic systems, meta-harnesses, and evolutionary search methods to improve harness engineering, with ...

There Will Come Soft Rains (1950) [pdf]

Everything I Know (1975)

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Buckminster Fuller's 42-hour lectures cover his inventions, discoveries, and design approach, spanning topics from architecture to economics. The lectures are now available as a transcript, inviting public participation in editing and refining the content.

Perspec 1.0

https://adriansieber.com/announcing-perspec-1-0/screenshot.png
Perspec is a desktop app for correcting image perspective and converting photos of documents into clean black and white images, offering a more streamlined workflow than mobile apps. The app uses a custom computer vision library called FlatCV, which was developed in C and Haskell, to achieve accurate automatic corner detection and image processing.

Vlt 1.0 and Hosted Package Registries

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vlt 1.0 is released with end-to-end platform for developers to ship faster, safer, and more reliably. It includes features like security-first package manager, graph native pseudo selectors, and OIDC trusted publishing.