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Markdown Is The Shared Surface
Markdown sits near the point where human readability and machine readability meet. HTML adds a rendering layer where humans and agents can stop seeing the same artifact.
🚨🚨 PEWDIEPIE - I Disagree with DHH - Is AI Profitable? -- You Must Work FOREVER -- 🚨🚨
The PrimeTime
YES: Harness Self-optimization w/ 9B LLM (Local AI)
Discover AI
non-technical teams
The PrimeTime
Odysseus + Gemma-4 26B & FREE APIs: RIP Hermes & OpenClaw! THIS IS CRAZY!
AICodeKing
Google Omni AI: Unlocking New Capabilities! #shorts
AI Samson
GPT 5.5 vs Opus 4.8 vs Gemini 3.5 - Which Model Should You Use?
WorldofAI
A Second Nobel Prize for AlphaFold? 🧬🏆 #alphafold #deepmind #nobelprize #science #ai
Two Minute Papers
How bots stole $10,000/day from Vercel #cybersecurity #ai
DIY Smart Code
AI Workflows: Implementing AI for Time Savings #shorts
AI Samson
OpenAI Codex debuts Sites and Annotations
OpenAI has upgraded its Codex platform from a developer tool to a collaborative operating environment, introducing instant web hosting with "Sites" and visual inline feedback with "Annotations." The update integrates with enterprise tools like Figma and Snowflake, with plans to bring these agentic capabilities directly into ChatGPT in the coming weeks.
Zero v0.2.1 adds 377 standard library functions
Vercel Labs has released zerolang v0.2.1, an experimental agent-first systems programming language designed specifically for autonomous AI coding agents. This significant update adds 377 standard library functions, support for Extern C calls, and enhanced compiler diagnostics to facilitate automated code generation and self-repair.
ElevenLabs previews offline on-device TTS
During the ElevenLabs Summit in Warsaw, ElevenLabs previewed a new on-device Text-to-Speech (TTS) model architecture designed to synthesize high-quality, human-like speech locally on consumer hardware without requiring an internet connection. Demonstrated by the company's research and forward-deployed engineering teams, this offline capability marks a major expansion in ElevenLabs' deployment offerings—extending from cloud and Virtual Private Cloud (VPC) deployments directly to secure, low-latency edge computing and local enterprise devices.
Hallmark is a design-centric ruleset and open-source skill for AI coding assistants to generate premium, human-like interfaces instead of typical AI-generated slop.
Hallmark is an open-source design skill and ruleset tailored for AI coding assistants to prevent generic "AI slop" in frontend web design. It encodes guidelines for typography, layouts, motion, color, and interaction into a holistic ruleset that integrates with tools like Claude Code and Cursor. The tool features verbs to build new designs, study existing pages to extract their structural "DNA" without copying pixels, audit sites for typical AI anti-patterns, and redesign pages using a completely different layout fingerprint. Built with 22 aesthetic themes using OKLCH palettes and custom typography pairs, Hallmark ensures that AI-generated websites feel premium, responsive, and human-crafted.
Transitions.dev adds installable AI motion skills
Transitions.dev has added six new production-grade motion designs that can be copied as CSS/React or installed as AI agent coding skills. By running npx skills add, developers and autonomous AI assistants can easily integrate these accessible, high-quality frontend transition effects.
Harness-1 externalizes state for search agents
Harness-1 introduces an environment-side working memory harness that offloads routine bookkeeping tasks from a search agent's core policy. This optimization allows a 20B-parameter model to focus on high-level semantic decisions, achieving a +11.4 percentage point recall improvement across key benchmarks.
A new research study and framework, a-evolve, reveals that smaller LLM agents are surprisingly good at optimizing their own prompts and tools, but they struggle to actually benefit from them.
Developed by A-EVO-Lab, the "Harness Updating Is Not Harness Benefit" paper and accompanying open-source framework, a-evolve, explore how LLM agents self-improve by updating external "harnesses"—such as prompts, skills, memory, and tools. Through rigorous evaluation, the research disentangles two core capabilities of self-evolving agents: the ability to generate effective system updates based on execution feedback (Harness-Updating) and the ability to successfully execute tasks utilizing those updated components (Harness-Benefit). Surprisingly, the authors discover that the capacity to write high-quality workspace updates is relatively flat across model tiers, meaning that smaller models can write improvements as effectively as frontier models. However, the ability to actually benefit from these updates is non-monotonic, with mid-tier models gaining the most while weak-tier models fail to follow instructions and strong-tier models achieve high baseline performance, making external help less impactful.
Immunity Agent v1.5.8 secures AI coding agents
Prismor has released Immunity Agent v1.5.8, a free, open-source security tool designed to monitor and secure terminal commands executed by AI coding agents. Functioning as a runtime guardrail with secret cloaking, it prevents dangerous behaviors like destructive commands and API key leaks.
Gemini app inserts personal avatars in videos
The Gemini app has introduced a personal avatar feature that lets users generate custom AI videos starring their own digital twin. By calibrating their likeness with a brief video selfie and audio sample, subscribers can summon their avatar directly inside video generation text prompts.
LocalCan bridges local MCP servers to Claude
This guide outlines how to expose a local TypeScript MCP server to hosted Claude.ai applications using a stateless Streamable HTTP setup with Hono. By establishing a secure development tunnel via LocalCan, developers can route cloud requests to their localhost environment for real-time testing.
Anthropic Expands Project Glasswing Cyber Initiative
Anthropic has expanded Project Glasswing, its restricted cybersecurity initiative built around the Claude Mythos Preview frontier model, to over 150 organizations across 15 countries. The program shares the highly capable, unreleased model under strict guardrails to help defensive partners proactively identify and patch critical software vulnerabilities.
Warp adds remote AI coding over SSH
Warp has introduced remote coding capabilities for its Warp Agent over SSH connections, enabling remote file editing and codebase indexing. The update also adds support for interactive file trees and code review panels accessible via a new SSH extension.
` in the database files to see what correct headlines look like.
Conductor has partnered with Vercel to power its cloud-based "Sandbox," moving the execution of its multi-agent coding IDE from local machines to persistent, secure remote environments. This integration addresses security and reliability challenges by running autonomous agents in ephemeral microVMs, enabling seamless cloud-based development.
Job seeker pleads against automated HN spam
An unemployed job seeker on Hacker News shared a heartfelt plea against automated AI recruitment spam targeting vulnerable candidates in the platform's hiring threads. The user highlighted the emotional toll of receiving generic outreach under financial stress and jokingly suggested adding an "empathy" skill to AI coding tools to remind developers of human impact.
Meta AI chatbot exploit hijacks premium Instagram usernames
A severe vulnerability in Meta's AI-powered support chatbot on Instagram has enabled malicious actors to hijack premium "OG" one-letter usernames using hidden characters. Attackers bypassed security guardrails and used social engineering to coerce the LLM-based system into executing unauthorized account modifications.
A public walking tour of downtown Seattle details the hidden networks of state, federal, and corporate surveillance infrastructure—including automated license plate readers, Acyclica tracking sensors, and a major AT&T peering site used for NSA wiretapping.
A detailed, educational zine and guide that charts a 1.3-mile tour of downtown Seattle to help the public spot hidden layers of "smart" city surveillance. The tour covers six key sites: ubiquitous surveillance cameras, a cashierless Amazon Go store, automated license plate readers (ALPRs) overlooking highway ramps, Acyclica Wi-Fi tracking sensors on traffic control signals, the Washington State Fusion Center (WSFC) facilitating inter-agency intelligence-sharing, and an AT&T peering site (NSA wiretap site) used for mass communication harvesting. Organized by Coveillance.org in partnership with the ACLU of Washington and the Tech Equity Coalition, this walking tour aims to demystify how these physical structures work technically and discuss their social impacts on privacy, consent, and marginalized communities.
OpenRouter has introduced real-time rankings for image output models, highlighting significant weekly growth for OpenAI's GPT Image 2.
OpenRouter has updated its live performance and usage leaderboard to include dedicated tracking for image output models, offering developers transparent visibility into real-world model adoption. Alongside this release, OpenRouter reported explosive weekly growth in the usage of OpenAI's GPT Image 2 (integrated as GPT-5.4 Image 2), a powerful multimodal model praised for its precise text rendering, high photorealism, and versatile layout support. This update allows builders to compare generative image models using live developer data rather than static benchmarks.
Anthropic launches free Claude Cowork course
Anthropic has released "Introduction to Claude Cowork," a free interactive course on its official Anthropic Academy portal. The training guides users through agentic workflows, including the Cowork task loop, skills, and plugins, to safely delegate desktop tasks.
A comprehensive cheat sheet reveals essential keyboard shortcuts and hidden features to boost productivity across ChatGPT, Claude, and Gemini.
This thread provides a practical guide and cheat sheet detailing productivity-boosting keyboard shortcuts, desktop app tricks, and lesser-known features for the three major AI web assistants: ChatGPT, Claude, and Gemini. It highlights essential browser shortcuts for chat creation, search history, and sidebar management, covers desktop integration capabilities unique to Claude, and details Gemini's connected extension integration (using the "@" tag) to streamline user workflows across platforms.
Famous "Big Short" investor Michael Burry asserts that neither SpaceX nor Anthropic is fundamentally worth $1 trillion, warning of a speculative AI and tech bubble.
Renowned investor Michael Burry has expressed intense skepticism regarding the massive trillion-dollar valuations of SpaceX and Anthropic as both companies move toward public listings. Burry pointed out that SpaceX's recent S-1 IPO filing—revealing $18.7 billion in revenue and a $4.9 billion net loss—contains nothing to justify a multi-trillion-dollar valuation, noting any further rise would be fueled by market hype rather than fundamentals. He likewise criticized Anthropic's business model, following its Series H round that valued it at $965 billion, calling it "far too expensive" and overly reliant on "brute force" computing power that is bound to be commoditized.
Adafruit pauses blog over Flux.ai legal threat
Adafruit has suspended blog publications after receiving a cease-and-desist letter and Computer Fraud and Abuse Act (CFAA) threat from Fenwick & West on behalf of PCB design tool Flux.ai. The legal threat demands Adafruit withhold an upcoming article based on public data exposed via a server misconfiguration, which Adafruit defends as responsible security disclosure.
Clicky is an open-source, native macOS AI assistant that lives next to your cursor, using real-time screen awareness and voice control to guide workflows and execute tasks hands-free.
Clicky (also known as HeyClicky) is an open-source, macOS-native AI assistant designed to eliminate context-switching by living directly next to the user's cursor. Using a hotkey for screen-capture awareness and voice interaction, it guides users through complex desktop applications like Figma, DaVinci Resolve, and code editors. With voice-activated agents, users can also execute background tasks such as researching information or managing local workflows hands-free, creating a seamless, cursor-layer desktop interaction experience.
Hermes Agent brings token streaming to Telegram
Nous Research announced that its open-source, self-hosted AI agent framework, Hermes Agent, now supports real-time token streaming when integrated with Telegram. By enabling streaming over the Telegram bot API, the conversational experience becomes significantly more fluid, responsive, and engaging.
ElevenLabs opens voice-powered storefront during NYTechWeek
ElevenLabs has launched an interactive voice-powered storefront as part of NYTechWeek. This physical activation stands out from typical tech week events like panel discussions, allowing attendees to experience their voice AI technology in a real-world setting.
AlphaFold accelerates global scientific discovery
AlphaFold, developed by Google DeepMind, is an AI-powered protein structure prediction tool that has generated 3D models for over 200 million proteins. By making these highly accurate structures open and freely accessible through the AlphaFold Protein Structure Database, it has empowered more than 3 million researchers globally to fast-track breakthroughs in structural biology, genomics, and drug design.
Build consistent storyboards with Seedance 2.0
A prompt sharing post details a storyboard creation workflow featuring a character named Ezreal, combining the capabilities of GPT Image 2 and Seedance 2.0. The author highlights common challenges with panel-to-panel continuity and rendering errors in GPT Image 2, offering their prompts and techniques to help other creators generate clean and visually cohesive storyboard sequences.
PawPause is a tiny, open-source macOS menu bar app that detects when a cat steps on your keyboard and automatically blocks input to prevent digital chaos.
PawPause is a free, 100% on-device macOS utility designed to run silently in the menu bar and protect users from pet-induced computer mishaps. By analyzing input patterns, the app automatically detects characteristics unique to feline steps—such as multiple adjacent keys pressed simultaneously or heavy, unstructured key rolls—and instantly pauses system-wide keyboard input. The block is designed to be frictionless, immediately resuming normal input the moment the app recognizes structured human typing. Because it runs completely locally and is fully open-source, PawPause offers a secure, lightweight solution to a common remote-work nuisance while keeping user privacy fully intact.
Paste integrates MCP for AI assistants
Paste MCP & AI Tools is a privacy-first, lightning-fast integration that brings Model Context Protocol (MCP) support to the popular cross-device clipboard manager Paste. By running a local MCP server, it allows AI tools such as Claude Desktop and Cursor to securely search, retrieve, and utilize a user's clipboard history, notes, links, and screenshots without requiring manual copying and pasting.
Fundraisly Launches AI Fundraising Agent
Fundraisly is an autonomous AI fundraising agent designed to streamline capital-raising for startup founders. The platform analyzes over 300,000 investors to identify matching prospects, map warm introduction paths, and automate targeted outreach.
findloc.ai makes local businesses visible and citable by AI chatbots like ChatGPT and Claude by generating free, optimized mini-pages with structured schema and FAQ data.
findloc.ai is a new platform designed to solve the growing "AI invisibility" problem for local businesses. As consumer habits shift from traditional search engines to AI assistants like ChatGPT, Claude, and Perplexity, businesses that lack structured AI-readable data are frequently left out of local recommendations. findloc.ai addresses this by providing free AI-visible mini-pages equipped with schema markup, structured data, and FAQs, specifically designed to help AI crawlers and models easily digest, reference, and cite the business for queries like "best dentist near me".
Knock launches Slack-native AI messaging agent
Knock agent for Slack is an agent-led extension of the Knock platform that allows teams to manage and build customer messaging workflows directly within Slack by tagging @Knock. Operating in the background, the agent gathers context, posts progress updates in the Slack thread, and provides a direct link to the resource when it is ready.
choclift turns iPhone into customizable Mac interface
choclift is a productivity tool that turns an iPhone or Apple Vision Pro into a customizable, multi-page touch interface acting as a secondary input device alongside a Mac's keyboard and mouse. Operating via a companion Mac app on the same Wi-Fi network, it enables users to quickly switch between apps, trigger Apple Shortcuts, open bookmarks, and execute window management or clipboard gestures.
Unlock over 100 hidden App Store Connect report types and on-device analytics with ConnectWizard.
ConnectWizard is an analytics platform designed to give developers access to the complete range of data Apple collects about their apps, far exceeding what is visible in standard App Store Connect. The platform exposes all 100+ report types—covering both App Store metrics and on-device user data—allowing developers to explore raw information, build custom presets, and pin key statistics. For larger applications, it also delivers granular framework telemetry, such as the duration of Live Activities and execution metrics for Shortcuts.
GlowPulse turns Mac camera into heart sensor
GlowPulse is a privacy-first macOS utility that tracks heart rate and heart rate variability using only a Mac's built-in camera via remote photoplethysmography (rPPG). The menu-bar app operates entirely on-device with zero telemetry, offering features like a Pomodoro focus timer, guided breathing sessions, and real-time stress monitoring.
Vokal launches collaborative AI agent workspace
Vokal is a shared collaboration workspace designed to bring teammates and their respective local or cloud-based AI agents into a single, unified live environment. By allowing teams to name agents and assign them specific roles, permissions, and memory, Vokal eliminates manual copy-paste handoffs and transforms isolated AI interactions into streamlined, collaborative workflows.
Gigacatalyst launches embedded AI app builder
Gigacatalyst is an embedded, white-label AI builder designed for B2B SaaS companies to resolve feature gaps directly from their frontend. By learning host APIs and design systems, it enables non-technical teams and end-users to securely build custom features and workflows using natural language.
Mirowl searches macOS screenshots via native OCR
Mirowl is a lightweight, local-first macOS screenshot-search utility built with a Rust and Tauri backend to ensure a minimal system footprint. Operating entirely on-device, the app utilizes native macOS Vision APIs for accurate Optical Character Recognition and monitors local folders in real-time.
Branda is a fun and powerful AI branding platform that turns simple ideas and names into complete, consistent brand identities and vector assets in minutes.
Branda is a comprehensive, AI-driven branding platform designed to streamline the process of creating and managing a cohesive brand identity. By inputting just a name and an idea, users can generate a complete brand kit including strategy, logos, color palettes, and typography. The platform accommodates both hands-off users who want AI to lead the design process and hands-on creators who wish to guide the sketches, strategy, and vector concepts themselves. With features like visual prompts to maintain aesthetic consistency, SVG vectorization, asset upscaling, and public showcases, Branda offers an all-in-one suite with 200 free credits upon signup.
Overline launches live translation Chrome extension
Overline is a Chrome extension that delivers real-time AI captions and live translation directly on top of any browser-based video, including YouTube, Netflix, Twitch, and Zoom. By leveraging pure live audio streaming, the extension operates with sub-second latency without requiring page injection, tab switching, or file uploads.
Trovelo debuts private travel planner
Trovelo is a private, local-first trip planner for iOS and macOS that eliminates user accounts, subscriptions, and proprietary servers. It features natural-language itinerary parsing, dual-currency expense tracking, route optimization, and private iCloud syncing with a one-time $6.99 Pro upgrade.
TwelveLabs launches Rodeo multimodal AI video platform
Rodeo by TwelveLabs is an AI-powered multimodal video intelligence platform that lets creators instantly search raw footage using natural language. By understanding visuals, audio, and text simultaneously, the co-pilot enables editors to bypass manual scrubbing and quickly assemble first cuts.
Intel, Perplexity showcase hybrid local search
During a demonstration with Intel, Perplexity AI showcased a hybrid local search architecture that processes sensitive data on-device using local neural processing hardware like Intel Core Ultra. By offloading large-scale contextual queries to the cloud while keeping raw personal information local, this approach balances edge-computing privacy with cloud-scale reasoning.
Google Omni: Mastering Video-to-Video AI Workflows #shorts
AI Samson
GPT-5.6 about to DROP
Wes Roth
The BEST AI for 4K images. Free & fast
AI Search
AI Revolutionizes Media: From Images to Ads #shorts
AI Samson
AI's Rapid Evolution: Unlocking New Realities #shorts
AI Samson
Grok Imagine Video 1.5: Top AI Video Model #shorts
AI Samson
The Big Bang Of AI Just Happened: Cosmos 3
AI Revolution
I spent $200 to try Opus 4.8, was it worth it?
Ben Davis
Claude sub-agents vs regular prompts! When they make sense!
DIY Smart Code
HTX advances frontier AI capabilities for public safety with Mistral.
Mistral AI
3D printed back patter??
Syntax