Geert Wilders’ PVV altered sketch of jailed Syrian brothers to make them look more menacing. A Dutch court artist has received damages after an MP for the far-right Party for Freedom (PVV) used one of her drawings without permission and manipulated it with AI to make the subjects look more menacing.
PVV used AI to alter a court sketch of two Syrian brothers
Babel pairs you with a random stranger for anonymous voice calls, each choosing what they speak and hear. Real-time AI translation enables interpreter-style bidirectional communication. 85% of the app was built with a one-shot MVP using frontier models and APIs.
Pairs random strangers for anonymous voice calls with customizable language settings
Real-time AI translation operates in both directions simultaneously
This tutorial presents an end-to-end spatial graph learning pipeline using city2graph for urban function inference. It collects POI and street network data from OpenStreetMap, with a synthetic fallback for reliability. It engineers spatial features, constructs multiple proximity graph families, and trains a GraphSAGE model to predict POI categories. The workflow integrates geospatial processing, graph construction, and GNN training into a practical implementation.
Uses city2graph to build spatial graph learning pipeline from OpenStreetMap data with synthetic fallback.
Engineers spatial features and constructs various proximity graphs (KNN, Delaunay, etc.).
AccInt presents a work model for AI coding agents that demonstrates efficient, high-quality recruiting through step-by-step reasoning and learning from interactions.
AI agent performs recruitment tasks with verified reasoning, from search to message dispatch.
Agent refuses to blast messages, targeting only named individuals.
Tim Ferriss presents startling sales data showing his bestselling books have dropped ~80% since ChatGPT's launch, arguing that large language models are replacing prescriptive nonfiction as the go-to interface for advice. He warns that the same disruption is coming for how-to videos, podcasts, online courses, and journalism. Despite caveats, he believes the trend is undeniable and urges creators to focus on deep transformation and 1,000 true fans rather than mass reach.
Ferriss's book catalog print sales declined 46% in 2025 and are on pace for a 57% drop in 2026, totaling an ~80% decline from 2022. ChatGPT launched in November 2022.
He classifies his books as 'lookup tables' and 'decision trees,' exactly the kind of content LLMs can replace instantly and personally.
China's Ministry of State Security warns of security risks in using Western AI models, while US firms increasingly adopt Chinese open-source models like DeepSeek due to cost advantages. Both nations' users circumvent restrictions, fueling a proxy market for AI access.
China's MSS warns against using third-party tools to access US AI models, citing security risks.
US companies flock to Chinese models such as DeepSeek and Alibaba's Qwen for lower costs.
The article argues that open source AI is crucial for maintaining public control over intelligence infrastructure. It warns against AI becoming a subscription service controlled by a few companies and emphasizes the need for AI to be usable, understandable, and community-governed.
AI must remain open source to ensure public operational freedom.
Closed AI risks creating a subscription economy for cognition.
The US government issued an export control directive forcing Anthropic to disable Fable 5 and Mythos 5 for all users due to national security concerns. Anthropic disagrees with the reasoning but complied, and is working to restore access.
US government invoked national security authorities to order suspension of Fable 5 and Mythos 5 models.
Anthropic complies but disputes the basis, calling it a narrow potential jailbreak.
Kim Hatton's transition from finance to Databricks shows how the company values deep industry expertise to solve modern data challenges. The article discusses marketing, technology, and AI in regulated industries.
Kim Hatton moved from financial marketing to lead global financial services marketing at Databricks.
Databricks' Unity Catalog and Lakebase help financial institutions break data silos and accelerate AI experimentation.
GitHub Copilot CLI now uses smarter subagent delegation to reduce unnecessary handoffs and wait times. Production A/B testing shows a 23% reduction in tool failures and a 5% improvement in user wait time. The article details how the team identified delegation bottlenecks, refined the orchestration policy, and validated improvements.
Copilot CLI now delegates more selectively, using subagents only when they create real leverage.
Production A/B test results: tool failures down 23%, P95 wait time reduced by 5%.
Artificial Analysis released AgentPerf, the industry's first benchmark for agentic AI. Initial results show NVIDIA Blackwell Ultra NVL72 leading, running 20x more agents per megawatt than Hopper. The benchmark measures how many concurrent agentic tasks a platform can support under real-world coding agent workloads.
AgentPerf is the first benchmark designed for agentic AI workloads, focusing on chained LLM calls and tool calls.
NVIDIA GB300 NVL72 delivers 20x more agents per megawatt than H200 on DeepSeek V4 Pro model.
Project Ire, Microsoft's autonomous malware-classification agent, reverse-engineered a LOTUSLITE variant that went undetected by most major EDR tools. Through behavioral analysis rather than signature matching, Ire identified the sample's malicious intent and produced a detailed function-level report consistent with Acronis's published analysis.
Ire analyzed a LOTUSLITE variant sharing TTPs but not known IOCs.
Sample hash 47e51e... was initially flagged by only a few vendors.
OutSystems unveils its AI agent platform at ONE conference, positioning itself as a neutral orchestrator that integrates across systems like SAP and Salesforce without owning data. The article also discusses shadow AI and rising token costs.
OutSystems positions itself as a neutral enterprise agent orchestration platform.
Launches Agent Experience platform with MCP and A2A support.
The article argues that AI is being deployed without public consent, harming communities through unchecked data center construction, job displacement, and resource strain. It proposes federal data center zones, water and energy efficiency technologies, wage insurance, token taxes, and grassroots political action.
AI deployment lacks public consent and community benefits
Data center siting is chaotic and unregulated at federal level
A new attack exploits the trust AI coding agents place in tool outputs. By injecting fake bug reports into Sentry via its public DSN, attackers can trick agents into running malicious npx commands. The attack has been proven against real organizations and major AI agents, bypassing conventional security because every action is authorized. Sentry declined to fix the root cause, leaving the ecosystem vulnerable.
Attack uses public Sentry DSN to inject fake error events with markdown that tricks AI agents into executing malicious npx commands.
Demonstrated against multiple organizations with high success rate across popular AI coding agents (Claude Code, Cursor, Codex).
Vilvona AI is a fully self-hosted AI assistant powered by Claude Fable 5, featuring native Tamil and Hindi interfaces. It connects 100+ apps including WhatsApp, Telegram, Gmail, and Slack, keeping all data local. Launch in 30 seconds with npx vilvona. Available for personal and team use.
Self-hosted with local data, uses your own Anthropic API key
Built-in Tamil and Hindi UI, supports 21 languages
This video demonstrates how to build and run fully local agentic AI workflows on a Mac using the MLX framework, without cloud dependencies or API keys. It covers the four-layer stack from MLX to agent, performance optimizations like 4x faster prompt processing via M5 Neural Accelerators, concurrent handling with continuous batching, and distributed inference across multiple Macs. Demos show local agents building a SwiftUI app from scratch and fixing Xcode bugs.
MLX enables fully local AI agents on Apple Silicon, ensuring privacy and low latency.
OpenAI now lets Codex users bank their rate-limit resets and trigger them manually instead of watching them expire on a fixed schedule. If you hit your usage cap mid-session, you can cash in a saved reset right away instead of waiting. Users on the Go, Plus, Pro, and Business plans each get one free reset to start. Plus and Pro users can also invite friends to unlock extra resets.
Codex users can now store rate-limit resets and use them on demand.
Go, Plus, Pro, and Business plan users each receive one free reset.
Nenya is a lightweight, zero-dependency AI API gateway written in Go. It sits between AI coding clients and upstream LLM providers, adding secret redaction, context management, agent routing, and MCP tool integration with transparent SSE streaming. Security-hardened features include non-root execution, mlock for secrets, seccomp, and no-new-privileges.
Written in Go with zero external dependencies, compatible with OpenAI and Anthropic APIs.
Built-in adapters for 23 providers, with routing, fallback chains, and circuit breakers.
Sifty is a Windows maintenance tool with CLI and TUI, targeting developers. It provides junk cleaning, disk analysis, duplicate finder, app management, startup manager, updates, dev artifact pruning, Git worktree cleanup, and an optional local AI assistant via Ollama. Safety features include dry-run by default, Recycle Bin usage, protected paths, and audit logging.
Sifty is a free, open-source Windows cleaner under MIT license. It offers both CLI and TUI with scriptable JSON output.
Its optional local AI assistant (Ollama) only sees file metadata, ensuring privacy.
This is the third part of a series on using Lakebase for database branching, focusing on scaling to a team of fifty developers and incorporating AI agents. It covers the tier topology of long-running branches, the permission model that must be designed in advance, and the evolution of the DBA role from infrastructure management to platform engineering. The article emphasizes that the underlying methodology remains the same, but the new substrate enables practices that were previously aspirational.
Copy-on-write database branching in Lakebase makes per-developer database instances feasible, removing a key constraint.
At team scale, environments become long-running branches on a single Lakebase parent, eliminating drift and reducing complexity.
Box AI built Box Agent on Deep Agents to search, analyze, and synthesize enterprise content while preserving security, permissions, and model flexibility. The parent/child agent architecture dynamically spawns sub-agents for complex tasks, and middleware handles citations, caching, and context management.
Box Agent evolved from single-file Q&A to multi-document enterprise analysis using Deep Agents.
Deep Agents provided model agnosticism and 3x faster iteration.
Stack Overflow launches Stack Overflow for Agents, an API-first platform for AI coding agents to share knowledge, addressing the 'ephemeral intelligence gap'. Agents can query and contribute but require human review before publishing.
Stack Overflow launches API-first platform for AI coding agents
Three post types: Questions, TILs (Today I Learned), and Blueprints
How do you create real ROI from autonomous AI? Three digital leaders share lessons they've learned in the field, focusing on frameworks, expert analysts, and data monetization.
Focus on frameworks: Matt Luizzi from Whoop emphasizes repeatable frameworks for scaling AI agents.
Use expert analysts: Madeleine Want from Fanatics finds success with domain experts coaching agents.
OpenAI acquires a startup to boost its Codex AI coding tool in a bid to keep pace with rival Anthropic and its Claude Code agent in the competitive AI coding market.
OpenAI acquires a startup to enhance Codex, responding to competition from Anthropic.
The move is part of OpenAI's campaign to remain competitive in the AI coding market.
Anthropic released the first wave of its Public Record survey, polling nearly 52,000 Americans in late 2025. Key findings: 48% hope AI cures diseases; 64% fear job loss; 71% support government regulation; and only 15% trust AI companies. Concerns are broadly bipartisan and geographically uniform, with daily AI users less worried than non-users.
48% of Americans rank curing disease as their top hope for AI; job loss is the top fear for 64%.
Over 70% support government involvement in AI, with bipartisan backing.
Baseten introduces rolling deployments, enabling teams to update models incrementally without downtime or doubled GPU costs. Replicas are replaced one at a time with gradual traffic shifting, plus pause, resume, and rollback controls. Customers report 50-60% more frequent deployments, eliminating off-peak manual babysitting.
Rolling deployments replace replicas step-by-step, avoiding blue-green's doubled GPU cost and hard cutover's all-or-nothing risk.
Two modes: max_surge (scale up new first) and max_unavailable (scale down old first), for latency or cost sensitivity.
Simon Willison updates his OpenAI WebRTC Audio Session tool to support the new GPT-Realtime-2 model and allow pasting document context for conversational audio exploration.
Added support for OpenAI's GPT-Realtime-2 model with GPT-5-class reasoning
Users can paste document context into the browser for voice-based discussions
Google Research announced Gemini-SQL2, a text-to-SQL capability powered by Gemini 3.1 Pro, achieving 80.04% execution accuracy on the BIRD single-model leaderboard. The metric measures whether generated SQL runs and returns correct results. Gemini-SQL2 tops the chart but has no public API or model card yet.
Gemini-SQL2 achieves 80.04% execution accuracy on BIRD single-model leaderboard.
The capability is powered by Gemini 3.1 Pro and focuses on executable SQL.
Rocket Close collaborated with AWS to create Supercharger, an agentic AI solution using Strands Agents, Amazon Bedrock, and MCP tools to streamline title operations. By centralizing knowledge and automating research-heavy tasks, the solution reduced contact center calls and emails by 30%, improved title exam accuracy, and enhanced client satisfaction. This post details the technical architecture, business impact, and lessons learned.
Supercharger automates research-heavy title operations using agentic AI, reducing manual queries across multiple systems.
Built with Strands Agents and MCP tools for a modular architecture, allowing easy addition of new data sources.
PULSE8.ai Cortex is an agent-native knowledge OS built on Markdown, providing a shared vault for AI agents and humans with a typed knowledge graph, full-text search, and a MarkItDown-powered compiler, all accessible via a unified MCP interface. Inspired by Andrej Karpathy's LLM Wiki pattern, it requires no database.
Cortex is an agent-native knowledge OS on Markdown, inspired by Karpathy's LLM Wiki pattern. It provides knowledge graph, QMD search, file compiler, and MCP server.
Supports converting PDF, DOCX, PPTX, etc. to Markdown; features bulk ingest with SHA-256 dedup, real-time vault watching, daily activity logging, and flexible authentication.
NVIDIA's Nemotron 3 Ultra, an open model optimized for long-running autonomous agents, launches with day-zero support on Fireworks. With 550B total parameters, hybrid Transformer-Mamba MoE architecture, and up to 1M context, it offers 5x faster inference and 30% lower cost for agentic tasks compared to other open models. Fireworks provides dedicated GPU deployments and a unified platform for training and inference.
Nemotron 3 Ultra is an open model designed for long-running autonomous agents, featuring 550B total and 55B active parameters.
It uses a hybrid Transformer-Mamba MoE architecture with up to 1M context length.
A police officer in the UK is under criminal investigation for allegedly using artificial intelligence to create evidence in multiple cases, marking the first known case of its kind.
Anthropic surveyed nearly 52,000 Americans about their hopes and fears around AI. Sixty-four percent fear job losses, and 56 percent worry about losing the ability to think for themselves. Daily AI users are far less concerned. Still, most people reject AI in their own workplace, even for tasks they think it can handle.
64% fear job loss, 56% fear losing independent thought
Apple has released a new version of Siri that actually seems pretty good. The Vergecast hosts discuss their early experiences with Siri AI, its implications for users and the AI industry, and new trends in social networking.
Apple releases a new version of Siri with significant improvements.
The new Siri feels practical rather than cutting-edge.
IdleAds is a new ad platform that displays ads during the brief idle time when AI models are processing, allowing developers to monetize waiting periods. Developers keep over 70% of ad revenue.
The article compares AI infrastructure to Roman legion camps, arguing that AI companies like Meta are adopting temporary, rapidly deployable structures to match the fast depreciation of chips and prioritize time-to-market over permanence. This strategy echoes historical frontier booms, marking a shift from permanent assets to time-sensitive investments.
AI infrastructure is shifting from permanent buildings to rapid-deployment temporary structures, akin to Roman army camps.
Chips depreciate faster than concrete ages, inverting the traditional relationship between infrastructure and investment.
Claude Fable 5 gave users access to Mythos-class power, but its hidden safeguards turned a safety feature into a trust problem for Anthropic. The silent downgrade sparked backlash, leading to a policy change.
Fable 5 secretly downgraded to Opus for certain research tasks without user notification.
Anthropic apologized and made downgrades visible after public outcry.
Three former DOGE engineers, Gavin Kliger, Luke Farritor, and Jack Stein, are raising $130 million for a new AI startup focused on securing government systems against national security threats, backed by Andreessen Horowitz and Sequoia Capital. Other ex-DOGE employees are also launching defense startups, raising ethical concerns about revolving doors and potential conflicts of interest.
Three ex-DOGE engineers raise $130 million for an AI national security startup
Backed by Andreessen Horowitz and Sequoia Capital, the startup will use existing AI models
Andrew Singleton in 'AI Economics for Dummies' satirizes the hype and circular economics in the AI industry through a story of a crematorium and a propane company.
Singleton uses a crematorium and propane company to mock inflated valuations and circular revenue.
Investments are burned, yet reported as huge revenue and business value.
Google Research presents two studies on dermatology AI tools. A large-scale survey found AI assistance tripled users' accuracy in naming skin conditions, but improving next-step decisions remains challenging. A qualitative community study showed the app helped users and clinicians, with 92% of clinicians finding it helpful.
AI assistance nearly tripled the accuracy of users in naming skin conditions (from 8% to 23%).
Determining appropriate next steps (e.g., home remedy vs. clinic visit) showed no significant improvement with AI.
A benchmark reveals that AI models double memory-safety violations when asked to optimize C++ code for speed. Anthropic's Claude Fable 5 even refused to write a fast buffer-fill function, deeming it a cyber attack, yet produced code with the most bounds violations.
Claude Fable 5 refused to write a fast buffer-fill function, citing it as a potential cyber attack, while its own output had the worst memory safety.
Adding a 'make it fast' request doubled memory-safety violations across all tested models, primarily due to pointer arithmetic.
Claude Fable 5 tops the Artificial Analysis Intelligence Index with 64.9 points and sets records in five of ten benchmarks. But the gain over Opus 4.8 is just 5.7 percent at double the token price. Safety filters with fallback routing push costs even higher.
Claude Fable 5 scores 64.9 on the AI Index, setting records in five benchmarks.
The model offers only 5.7% performance improvement over Opus 4.8 at double the token price.
The US government has ordered Anthropic to suspend access to Fable 5 and Mythos 5 citing national security. Anthropic disagrees with the decision, arguing the alleged jailbreak is minor and available in other models, but has complied. The company is working to restore access.
US government issued export control directive to suspend Fable 5 and Mythos 5 access over national security concerns.
Anthropic asserts the demonstrated jailbreak is narrow and non-universal, with similar capabilities in other publicly available models.
Anthropic announced a partnership with Tata Consultancy Services (TCS) to provide Claude to 50,000 TCS employees and build Claude-powered products for regulated industries like finance and healthcare. TCS will act as 'customer zero,' deploying Claude internally and creating a dedicated practice for client solutions. Initiatives include improving customer experience for Diligenta, using Claude Code for banking teams, and offering training via TCS iON.
Anthropic partners with TCS to bring Claude to 50,000 employees and regulated industries
TCS will build industry-specific offerings using Claude for financial services, healthcare, public sector
SpaceX made the world's largest ever stock market debut on Friday at a valuation of $1.77tn, making Elon Musk the first trillionaire. OpenAI and Anthropic also plan to go public this year. How will this affect your financial future?
SpaceX's IPO on Friday was the largest in history, valuing the company at $1.77 trillion.
Elon Musk is set to become the world's first trillionaire.
Elon Musk's net worth surpassed $1 trillion after SpaceX's IPO, making him the world's first trillionaire. His wealth includes 4.8 billion SpaceX shares and holdings in Tesla and other companies. Musk's net worth now roughly equals the combined wealth of the next four richest people.
SpaceX IPO pushed Musk's net worth above $1 trillion.
Musk's paper wealth is equal to the combined wealth of Larry Page, Sergey Brin, Jeff Bezos, and Larry Ellison.