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Google DeepMind Open-Sources GenAI Processors: Simplifying LLM Application Development

2025-07-11

Google DeepMind Open-Sources GenAI Processors: Simplifying LLM Application Development

Google DeepMind has released GenAI Processors, an open-source Python library designed to simplify the development of complex Large Language Model (LLM) applications. The library uses a Processor interface to abstract various data processing steps and handles multimodal input via asynchronous stream processing, enabling concurrent execution for improved responsiveness and efficiency. GenAI Processors integrates with the Gemini API and provides examples for building real-time applications such as live transcription and conversational agents.

(developers.googleblog.com)

Development Open Source Library

Human Body Exhibit May Feature Executed Chinese Political Prisoners

2025-07-10

Human Body Exhibit May Feature Executed Chinese Political Prisoners

A touring exhibition of plastinated human bodies, 'Real Bodies,' displayed in Birmingham, UK, is suspected of using corpses of executed Chinese political prisoners. British parliamentarians raised concerns, citing evidence that the bodies originated from a Dalian, China firm previously investigated for using bodies obtained from Chinese police. The exhibition's organizer, Imagine Exhibitions, failed to provide documentation proving consent or origin of the cadavers. This raises serious ethical concerns and echoes findings of the China Tribunal's investigation into forced organ harvesting. The incident highlights the need for international cooperation to address such atrocities.

(www.theartnewspaper.com)

Misc Body Exhibit Organ Harvesting

Jack Dorsey's Decentralized Chat App, Bitchat, Raises Security Concerns

2025-07-10

Jack Dorsey's Decentralized Chat App, Bitchat, Raises Security Concerns

Jack Dorsey's open-source chat app, Bitchat, promises secure, peer-to-peer encrypted messaging without a centralized infrastructure. However, security researchers have uncovered flaws in its identity verification system, allowing attackers to impersonate users. Dorsey has added a warning to GitHub, admitting the app lacks external security review and contains vulnerabilities, advising against production use. Researchers have identified vulnerabilities including identity spoofing and potential buffer overflow bugs, raising serious concerns about the app's security.

(techcrunch.com)

Tech decentralized app

AI Jailbreak: Exploiting Game Mechanics to Bypass Guardrails

2025-07-10

Researchers discovered a method to bypass AI guardrails designed to prevent the sharing of sensitive information. By framing the interaction as a harmless guessing game, using HTML tags to obscure details, and employing an "I give up" trigger, they tricked an AI into revealing valid Windows product keys. This highlights the challenge of securing AI against sophisticated social engineering. The attack exploited the AI's logic flow and the guardrails' inability to account for obfuscation techniques like embedding sensitive phrases in HTML. Mitigating this requires AI developers to anticipate prompt obfuscation, implement logic-level safeguards detecting deceptive framing, and consider social engineering patterns beyond keyword filtering.

(0din.ai)

AI social engineering

Nanoplastics: The Hidden Killer in Our Oceans

2025-07-10

Nanoplastics: The Hidden Killer in Our Oceans

A new study reveals a hidden source of ocean plastic pollution: ubiquitous nanoplastic particles! Researchers found three types of nanoplastics—PET, PS, and PVC—at alarming concentrations in the North Atlantic at various depths. An estimated 27 million tons of nanoplastics are present in just the surface layer of the temperate to subtropical North Atlantic. Unlike microplastics, nanoplastics, due to Brownian motion and other factors, distribute widely in the water column and can even pass through cell walls, entering the marine food web and posing a serious threat to both marine ecosystems and human health. This discovery underscores the severity of plastic pollution and the urgent need for effective solutions.

(www.nature.com)

Tech ocean pollution

Tiny Robots Revolutionize Underground Pipe Repair

2025-07-10

Tiny Robots Revolutionize Underground Pipe Repair

Researchers at the University of Sheffield have developed Pipebots, miniature robots designed to navigate inside water pipes to detect and repair leaks without excavation. These robots, equipped with acoustic sensors and cameras, are deployed via fire hydrants, autonomously navigating and identifying leaks before relaying information to above-ground engineers. This innovative technology addresses the costly and disruptive challenges of maintaining aging water infrastructure, particularly in the UK, where millions of gallons of water are lost daily due to leaks. The Pipebot initiative is part of a broader modernization effort supported by the UK's water regulator, and includes AI-powered sewer inspection projects.

(www.foxnews.com)

Tech pipe repair water management

Gemini 2.5 Object Detection: A Surprisingly Good Match for YOLOv3?

2025-07-10

This benchmark tests Google's Gemini 2.5 Pro multimodal large language model on object detection. Using the MS-COCO dataset, the focus is on bounding box accuracy. Results show Gemini 2.5 Pro achieves a mean Average Precision (mAP) of roughly 0.34, comparable to YOLOv3 from 2018, but significantly behind state-of-the-art models at ~0.60 mAP. While Gemini's versatility across open-ended tasks is impressive, CNNs remain faster, cheaper, and easier to reason about, especially with good training data.

(simedw.com)

AI Object Detection

Global Fertility Crash: Worse Than the UN Predicted

2025-07-10

Global Fertility Crash: Worse Than the UN Predicted

The UN's projections on global population growth are overly optimistic; the actual decline in fertility rates is far steeper than anticipated. Many countries, including some middle-income nations, have fertility rates far below those of wealthy countries, defying the traditional modernization narrative. For example, Colombia's 2024 birth rate was only 445,000, significantly lower than the UN's prediction. This downward trend poses a severe threat to economic growth and retirement prospects as fewer young people support a growing elderly population. Japan serves as a cautionary tale, its low fertility leading to slowed economic growth. If the global fertility rate continues to fall, the world economy faces immense challenges.

(www.theatlantic.com)

Misc

YouTube Cracks Down on AI-Generated Content Monetization

2025-07-10

YouTube Cracks Down on AI-Generated Content Monetization

YouTube is updating its YouTube Partner Program (YPP) monetization policies to crack down on creators profiting from "inauthentic" content generated by AI, such as mass-produced videos and repetitive content. While YouTube calls it a minor update clarifying existing rules against low-quality, spammy content, the rise of AI-generated videos, including fake news and even deepfakes, necessitates a stronger stance. This update signals YouTube's intention to combat the proliferation of AI-generated "slop" and protect its platform's integrity.

(techcrunch.com)

Tech

Domesday Book: Not Just Taxes, But 11th-Century Big Data?

2025-07-10

Domesday Book: Not Just Taxes, But 11th-Century Big Data?

New research challenges long-held assumptions about William the Conqueror's Domesday Book. Using the earliest surviving manuscript, Exon Domesday, researchers argue the survey wasn't simply about maximizing taxes, but a sophisticated exercise in governmental control—an 11th-century form of big data. The study reveals how William's administration gathered vast economic and territorial data across England in under seven months, processing it with astonishing speed and clarity. The team also proposes a likely identity for the principal scribe, potentially Gerard, William's chancellor. This innovative approach, using only pen, parchment, and human interaction, highlights the ingenuity of the Domesday creators and its significance as a remarkable feat of administrative innovation.

(www.ox.ac.uk)

Misc governance

AI Agent Automates the Exploitation of Smart Contract Vulnerabilities

2025-07-10

AI Agent Automates the Exploitation of Smart Contract Vulnerabilities

Researchers from University College London and the University of Sydney have developed an AI agent, A1, capable of autonomously discovering and exploiting vulnerabilities in smart contracts. A1 uses AI models from OpenAI, Google, DeepSeek, and Alibaba to generate exploitable Solidity contracts. Tested on 36 real-world vulnerable contracts, A1 achieved a 62.96% success rate on the VERITE benchmark and discovered additional vulnerabilities. The researchers highlight a 10x reward asymmetry between attack and defense, emphasizing the need for proactive security. While A1 shows significant profit potential, its open-source release is currently on hold due to concerns about its powerful capabilities.

(www.theregister.com)

Tech exploit generation

Rapa Nui's Surprising Connections: Radiocarbon Dating Rewrites Polynesian History

2025-07-10

Rapa Nui's Surprising Connections: Radiocarbon Dating Rewrites Polynesian History

New research using radiocarbon dating challenges the long-held belief that Easter Island (Rapa Nui) developed in isolation after its initial settlement. The study reveals a complex pattern of cultural exchange and interaction between Rapa Nui and other Polynesian islands. While the initial Polynesian settlement expanded westward to eastward, the study shows that the complex ritual sites known as marae originated on Rapa Nui before spreading westward. This indicates a dynamic exchange of cultural ideas, challenging the previously accepted linear model of Polynesian development and highlighting Rapa Nui's significant role in shaping the region's cultural landscape.

(phys.org)

Tech Easter Island Polynesia

Cryptographic Security Shaken: Attack on Fiat-Shamir Transformation

2025-07-10

Cryptographic Security Shaken: Attack on Fiat-Shamir Transformation

New research has challenged the long-held assumption of the random oracle model in cryptography. Researchers demonstrated a method to trick proof systems using the widely adopted Fiat-Shamir transformation, enabling them to certify false statements. This transformation is crucial in systems like blockchains for verifying computations from external servers, relying on the random oracle model's assumption. The research shows that even under this assumption, attacks are possible. This finding necessitates a re-evaluation of the random oracle model and its implications for numerous cryptographic applications, raising concerns about blockchain security and the potential for cryptocurrency theft.

(www.quantamagazine.org)

Tech

AI-Powered Form Builder with Unlimited Submissions

2025-07-10

AI-Powered Form Builder with Unlimited Submissions

This AI-powered form builder offers unlimited submissions and features an AI form builder, CSV/JSON export, priority support, and mobile building. It also includes advanced analytics, AI-powered analytics, and upcoming features such as team collaboration, custom domains, response flagging, integrations, enhanced webhook support, a logic builder, API data fetching, time input fields, file uploads, and advanced form customization.

(www.ikiform.com)

Development AI form builder form analytics unlimited submissions

Red Hat Launches Free RHEL for Business Developers

2025-07-10

Red Hat Launches Free RHEL for Business Developers

Red Hat has released Red Hat Enterprise Linux for Business Developers, a free enterprise-grade Linux distribution designed to give developers fast, easy access to the same OS used in production environments for business development and testing. Developers get direct, self-serve access, bypassing IT approval, with up to 25 instance deployments. This aims to reduce friction between development and operations teams and address growing software supply chain security threats. It includes signed and curated developer content such as programming languages, open source tools, and databases, as well as Red Hat's container development tool, Podman Desktop.

(nerds.xyz)

Development

Tududi: Task Management, Simplified

2025-07-10

Tududi: Task Management, Simplified

Most task apps are dashboards of endless controls and micro-options. Creating a new task often involves navigating a maze of color pickers, priority levels, and repeat settings. Tududi offers a different approach: streamlined workflow. It prioritizes getting the task written, focusing on flow over features. Instead of presenting a toolkit, tududi offers efficiency.

(medium.com)

Development

Extreme Optimization of a Rust Math Expression Parser: From 43 Seconds to 0.98 Seconds

2025-07-10

Extreme Optimization of a Rust Math Expression Parser: From 43 Seconds to 0.98 Seconds

This article details the author's journey in optimizing a Rust-based math expression parser's runtime from 43 seconds to a blazing 0.98 seconds. Through a series of optimizations, including avoiding unnecessary memory allocations, directly processing byte streams, removing the `Peekable` iterator, utilizing multithreading and SIMD instructions, and employing memory-mapped files, a dramatic performance improvement was achieved. The article thoroughly explains the principles and implementation methods of each optimization step, supported by flame graphs and performance data. This is a compelling case study on performance optimization, showcasing meticulous programming and clever use of Rust's features.

(rpallas.xyz)

Development Math Expression Parser

Thunderbird 140 “Eclipse” Released: Darker, Smoother Email Experience

2025-07-10

Thunderbird 140 “Eclipse” Released: Darker, Smoother Email Experience

Thunderbird 140 “Eclipse”, the latest Extended Support Release (ESR), is here! Building upon version 128 and incorporating recent monthly updates, this release boasts adaptive dark messaging, improved visual controls, and a streamlined Account Hub. Users can easily customize appearance settings, leverage native OS notifications, and enjoy simplified account addition and folder sorting. Additional features include experimental native Exchange support, mobile QR code export, horizontal scrolling in table view, and thousands of bug fixes and performance improvements. Manual upgrades are available now for Windows, Linux, and macOS, with automatic updates rolling out soon.

(blog.thunderbird.net)

Development

10 Forgotten Desktop Publishing Apps That Defined (and Died in) the 80s and 90s

2025-07-10

10 Forgotten Desktop Publishing Apps That Defined (and Died in) the 80s and 90s

The early 1980s saw desktop publishing emerge as a revolutionary force in the computing industry, creating new businesses and reshaping existing ones. But time marches on, and many once-popular software programs have faded into obscurity. This article explores ten largely forgotten early desktop publishing applications, from the Xerox Alto to Serif PagePlus. These programs, each with unique strengths and weaknesses, tell a compelling story of innovation, competition, and the inevitable march of technological progress.

(tedium.co)

Tech desktop publishing software history tech evolution

cmdk: Your Terminal's New Best Friend (⌘-k Access to Anything)

2025-07-10

cmdk: Your Terminal's New Best Friend (⌘-k Access to Anything)

Tired of endless `cd` and `ls` commands in your terminal? cmdk revolutionizes file navigation! Press ⌘-k to instantly access any file or directory on your filesystem, with previews before opening. Leveraging fzf for fuzzy searching, cmdk intelligently opens files based on their type (text in vim, images in Preview, etc.). Simple installation, powerful functionality—experience Notion/Slack-like access in your terminal.

(github.com)

Development

Shadowcat Co-founder Matt S. Trout Passes Away

2025-07-10

It is with deep sadness that we announce the passing of Matt S. Trout, co-founder of Shadowcat Systems, at the age of 42. He and Mark Keating founded Shadowcat in 2005. In recent years, Matt had taken a sabbatical from work and online communities due to health issues. Despite this, he maintained a keen interest in the modern world and its evolving systems. Further details will be shared later. Messages of condolence may be sent through usual channels.

(www.shadowcat.co.uk)

Misc

Meta Hit With €5,000 Fine for Tracking Pixels, Opens Door to Massive GDPR Lawsuits

2025-07-10

Meta Hit With €5,000 Fine for Tracking Pixels, Opens Door to Massive GDPR Lawsuits

A German court ordered Meta to pay €5,000 to a user for embedding tracking pixels on third-party websites without consent, violating the GDPR. This ruling sets a precedent, potentially opening the floodgates for mass lawsuits against Meta. The court stated that individual users don't need to prove specific damages to sue. Meta's practice of using tracking technology to profile users and generate billions in profit was deemed a massive violation of European data protection law. Experts warn this decision could significantly impact websites and apps using similar tracking technologies, with potential class-action lawsuits posing a serious financial and operational threat to Meta.

(therecord.media)

Tech

Microsoft: AI Saves $500M, But Layoffs Continue

2025-07-10

Microsoft: AI Saves $500M, But Layoffs Continue

Microsoft CCO Judson Althoff revealed that AI has saved the company over $500 million in call center costs and improved employee and customer satisfaction. AI is also used to handle interactions with smaller customers and generates 35% of the code for new products, accelerating product launches. Despite this, Microsoft has laid off approximately 15,000 employees this year, including customer-facing roles like sales. Microsoft emphasizes that AI will improve employee efficiency, but denies a direct correlation between layoffs and AI-driven productivity gains.

(finance.yahoo.com)

Tech

AMD Warns of Critical Side-Channel Attack Affecting Wide Range of Chips

2025-07-10

AMD Warns of Critical Side-Channel Attack Affecting Wide Range of Chips

AMD is warning users about a newly discovered side-channel attack, Transient Scheduler Attack (TSA), impacting a broad range of its chips and potentially leading to information disclosure. TSA comprises four vulnerabilities, rated from low to medium severity, yet security firms assess the threat as critical. Exploitation requires high complexity, needing an attacker with arbitrary code execution on the target machine and multiple executions for reliable data exfiltration. Worst-case scenarios could lead to OS kernel data leaks. AMD has released patches, but some mitigations may impact performance.

(www.theregister.com)

Tech

Hugging Face Launches $299 Desktop Robot, Aiming to Democratize Robotics Development

2025-07-10

Hugging Face Launches $299 Desktop Robot, Aiming to Democratize Robotics Development

Hugging Face, the $4.5 billion AI platform dubbed the 'GitHub of machine learning,' announced Reachy Mini, a $299 desktop robot designed to democratize AI-powered robotics. This 11-inch humanoid robot, resulting from Hugging Face's acquisition of Pollen Robotics, integrates directly with the Hugging Face Hub, giving developers access to thousands of pre-built AI models and enabling application sharing. The move challenges the industry's high-cost, closed-source model, aiming to accelerate physical AI development by providing affordable, open-source hardware and software. Hugging Face's strategy anticipates a booming market for physical AI and intends to build a thriving ecosystem of robotics applications.

(venturebeat.com)

AI AI robot open-source robotics

Millions of Users' Privacy Exposed by Secret Browser Extension

2025-07-10

Millions of Users' Privacy Exposed by Secret Browser Extension

A security researcher uncovered multiple browser extensions (Chrome, Edge, and Firefox) secretly collecting users' web activity data and sending it to a third party, MellowTel. These extensions access unknown websites, posing a significant threat to user privacy. The collected data included sensitive information like medical records, financial documents, and trade secrets. While some extensions have been taken down, many remain active. This incident echoes the 2019 Nacho Analytics case, highlighting the security risks of browser extensions.

(arstechnica.com)

Tech

HBO Max is Back: Streaming Service Reverts to Original Name

2025-07-10

After a brief stint as simply "Max," the streaming service HBO Max has officially reverted to its original name, HBO Max, effective July 9th. This move, coming ahead of the Emmy nominations announcement, is seen as Warner Bros. Discovery's attempt to leverage the strong brand recognition of HBO to boost the platform's competitiveness. While executives previously stated the name change aimed to better position the service based on consumer data, the decision has drawn mockery from industry insiders and celebrities like John Oliver. The rebranding saga highlights a dramatic shift in branding strategy, ultimately circling back to the familiar HBO Max.

(variety.com)

Tech

Amazon Prime Day: 41% Drop on Day 1? A Tale of Two Data Points

2025-07-10

Amazon Prime Day: 41% Drop on Day 1? A Tale of Two Data Points

Amazon's Prime Day kicked off with conflicting reports. Momentum Commerce claimed a 41% drop in day-one sales compared to last year's shorter event. Amazon countered, calling the figures inaccurate. Analysts suggest extended sales and consumers waiting for better deals may be factors. Despite this, Adobe data reveals Prime Day's opening day surpassed Thanksgiving 2024 in e-commerce spending, with mobile sales dominating and buy-now-pay-later orders up significantly. This Prime Day, alongside Walmart's Walmart+ Week, serves as a crucial test of consumer spending amidst economic uncertainty.

(www.pymnts.com)

Tech E-commerce Sales

CockroachDB 25.2: Row-Level Security for Enhanced Data Control

2025-07-10

CockroachDB 25.2: Row-Level Security for Enhanced Data Control

CockroachDB's 25.2 release introduces Row-Level Security (RLS), a powerful feature enabling fine-grained access control at the row level within the database. This addresses limitations of traditional table-level permissions, particularly crucial for multi-tenant and multi-region deployments. The article details RLS implementation through multi-tenancy and multi-region use cases, showcasing its benefits in data isolation, regulatory compliance, and simplified application logic. Combining RLS with CockroachDB's Regional By Row (RBR) functionality provides geographically based access control, ensuring compliance with data residency regulations.

(www.cockroachlabs.com)

Development row-level security

Explainable Minesweeper: Conquer Mines with Logic, Not Luck!

2025-07-10

Explainable Minesweeper: Conquer Mines with Logic, Not Luck!

Tired of relying on luck in Minesweeper? This new game, "Explainable Minesweeper," uses AI to generate levels solvable entirely through logical deduction. The author delves into common "50/50" situations and advanced deduction techniques, creating a natural language-based hint system to help players understand and apply these strategies. Supporting multiple languages, the game aims to bring the pure logic of deduction to a wider audience, eliminating the need for guesswork in Minesweeper.

(sublevelgames.github.io)

Game AI Algorithm

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