DeepSeek-V4's hybrid attention design (CSA, HCA, SWA) compresses KV cache, turning million-token context from a model challenge into a serving-systems problem. Together AI's early bring-up on NVIDIA HGX B200 reveals how cache policy, prefix caching, and endpoint profiles impact long-context workloads.

Developer Mike Chong built ScreenKite, a Screen Studio clone that exports 4K video 3x faster, using AI coding tools like Claude Code and Codex over six months at a cost of over $130K in AI tokens. He argues AGI has arrived for software development execution, but human creativity, product design, branding, and distribution remain critical.

AI agents are now performing a very human task: sending flowers. This demonstrates AI's progress in simulating emotional communication, but also raises discussions about privacy and manipulation.

A living space where teams and agents work together, fostering collaboration and productivity.

In a series of public trading contests, leading AI models including Claude, Gemini, ChatGPT, and Grok mostly lost money, overtraded, and made wildly different decisions under identical instructions, highlighting the gap between LLMs and real market trading.

The P9 AI Fluency Index provides an explainable grade in ~12 minutes with recommendations to improve AI fluency, based on benchmarks from leading companies like Ramp, Fin, Shopify, Zapier, and Jobber.

Sam and his buddy Danny, with help from Claude AI, created Blamo, an app that turns game descriptions into playable HTML games in under 30 seconds. It supports AI integration, recursive creations, and is available on iOS, with Android coming soon.

GitHub systematically optimized token usage in its agentic workflows by logging via API proxy, identifying inefficiencies like unused MCP tools, replacing MCP calls with CLI commands, and building automated auditor/optimizer workflows, achieving up to 62% cost savings.

Cloudflare announced layoffs of 1,100 staff as it reorganizes for 'the agentic AI era,' despite better-than-expected Q1 earnings. Shares dropped over 14% after hours. The company cited a 600% surge in AI usage and offered generous severance including full pay through end of 2026.

Sendly offers SMS services tailored for AI agents and developers, enabling seamless communication via text messaging.

Cloudflare reported better-than-expected Q1 earnings but announced layoffs of over 1,100 employees, citing AI-driven changes. Shares fell 18% in after-hours trading.

The Octonous open beta is live. Learn what we discovered during closed beta, the workflow patterns users kept returning to, and the biggest improvements shipped since launch.

The Democratic primary in New York's 12th Congressional District, featuring candidate Alex Bores, has turned into a proxy war between AI companies OpenAI and Anthropic over regulation. Bores, an advocate for AI regulation, faces opposition from a super PAC funded by OpenAI and Andreessen Horowitz, while Anthropic-backed groups support him. The race reflects the deep national divide over AI regulation.

TokenSpeed is an MIT-licensed open-source LLM inference engine designed for agentic workloads. Its architecture features a compiler-backed parallelism model, a C++ FSM scheduler for safe KV cache management, and high-performance MLA kernels. On NVIDIA B200, it outperforms TensorRT-LLM by ~9% in min-latency and ~11% in throughput. The engine is currently in preview.

Disputron is a humorous AI-powered mock court for settling petty disputes, featuring AI lawyers and a judge, with real-time trials and verdicts. Users file disputes, watch AI lawyers argue, and receive a verdict from Judge DISPUTRON. The platform includes various lawyer personas like The Shark and The Crusader. All verdicts are fictional and the court operates on tokens and goodwill.

The author questions tech companies' layoffs citing AI efficiency: if AI makes workers twice as efficient, why not double output instead? This suggests a growth ceiling, and market valuations may need correction.

Cardamom is an AI voice line for takeout-heavy restaurants that answers inbound calls, integrates with POS systems, and ties orders to customer phone numbers for tracking and rewards.

RegAdvisor offers free MOT history checks, live tax status, and AI-powered insights for used car buyers, with no account required.

The article discusses the beginning of prior restraint on AI model releases by the White House, Anthropic's explosive growth and compute deals with Google and SpaceX, the Musk vs OpenAI trial testimonies, and various AI developments and concerns.

PLUR is an open-source project providing persistent memory for AI agents, storing learned knowledge as local YAML files with no cloud or API calls. It uses hybrid search (BM25+embeddings) for zero-cost retrieval, and benchmarks show Haiku+PLUR outperforms Opus without memory by 2.6x on tool routing at roughly 10x less cost.

Qten AI is an AI-powered video and social media creator that helps users generate viral content in minutes.

Resurf is an open-source, deterministic test framework for AI browser agents, providing realistic, stateful, failure-injectable synthetic websites. It overcomes flaky real websites and static HTML benchmarks. v0 includes an e-commerce test site shop_v1, failure-mode modifiers, multiple adapters (browser-use, Stagehand), and trajectory recording.

This article explores the core debate over whether AI is a 'normal' technology like electricity and cars, or on a path to superintelligence via recursive self-improvement. It presents arguments from both sides and discusses implications for policy, economy, and geopolitics.

A line cook with a passion for fashion recounts the frustrating experience of applying for a job at Nordstrom through a mandatory AI chatbot. The bot repeatedly asks for information already in the resume, and the process is full of dark patterns. The author also reveals how using an ad-blocker bypasses the whole ordeal.

SharkAuth is an open-source identity provider for AI agents, packaged as a single Go binary. It supports OAuth 2.1, RFC 8693 Token Exchange, and DPoP for secure agent delegation, cryptographically bound tokens, and a unified audit trail. Zero dependencies, embedded SQLite, and one-command setup.

While Silicon Valley pushes the narrative that AGI will capture all future value, the author argues that AI models are rapidly commoditizing. Historical parallels show that infrastructure providers capture pennies on the dollar, while application-layer companies like Stripe and Shopify become the defining winners. The most important AI companies may not even be founded yet, and success will come from owning customer relationships and proprietary workflows, not marginally better models.

The author shares his experience using agentic AI for programming since late 2025, detailing effective uses in code review, codebase exploration, conversion, merge conflict resolution, test fixing, bug fixing, writing tests, lint fixing, documentation, repetitive tasks, static typing, large refactors, profiling, AI configuration, one-off scripts, webpages, and issue triage. He also discusses limitations, concerns (legal, security, review time), and provides tips for getting started and advanced usage.

As traditional computer chips reach their physical limits and AI energy demands soar, University of Missouri researchers are taking inspiration from the human brain to rethink computing. AI data center energy use is projected to double by 2030, making sustainable solutions urgent.

The Golden Globes announced new guidelines on AI use, stating that AI doesn't automatically disqualify a work, but human creative direction must be primary. Specific rules for performance and non-performance categories are outlined, along with changes to podcast eligibility and non-English/independent film submissions.

Software engineer Aaron Leslie claims a spiritual victory in Comma.ai's compression challenge, but the original article is inaccessible due to JavaScript requirements.