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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.
Codex Helps Amgen Focus on Patients
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Gemma 4 vs Qwen 3.6: The Reality Check #ai #tech #comparison
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In Conversation with Sandip Gupta of NTT DATA
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This Tool Tests your UI Design Skills
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Now AI Agents Refuse Human Control (Opus 4.7, GPT-5.5)
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Nemotron 3 Ultra: Is NVIDIA a Model Company Now?
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GitHub Trending Today #35: odysseus, kimi-code, domd, FAROS, knowhere, freestyle, hitch, parsel
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MemPalace: The Tool That Makes Claude Stop Forgetting
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Gemma-4 12B + Hermes,Google AI Edge: EASY, GOOD & LOCAL!
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Make your AI agents 3x faster with one line #gemma #aiagents
DIY Smart Code
ElectricSQL co-founder Sam Willis introduces Electric Agents, advocating for a state-sync architecture that moves AI agents out of isolated sandboxes and into durable, stream-based functions and logs.
ElectricSQL co-founder Sam Willis announced the architectural design of Electric Agents, a durable runtime platform built on a state-sync fabric. Moving away from the transient nature of traditional sandboxed execution, this architecture splits agent state and compute by utilizing durable event logs (Durable Streams) and typed, addressable entities. Under this model, every action, tool call, and state transition is appended to a persistent stream, enabling features such as session replaying, low-overhead stream forking, and the ability for agents to safely scale to zero and resume seamlessly.
Electric SQL launches Electric Agents, challenging the VM sandbox status quo with a stream-backed, serverless architecture for durable agent workflows.
Electric SQL has launched Electric Agents, a platform designed for building durable, serverless AI agents. Instead of running agentic workflows inside expensive, stateful VM sandboxes, Electric Agents introduces a stateless model where agent logic runs inside lightweight serverless functions. Each agent is modeled as an addressable entity backed by an "Electric Stream"—a persistent, append-only event log acting as the agent's memory, inbox, and audit trail. This enables agents to scale to zero, sleep when idle, survive restarts, and run continuously in production while keeping compute stateless and cost-efficient.
Higgsfield AI launches official Figma plugin
Higgsfield AI has released an official Figma plugin that integrates comprehensive AI-driven image and vector creation directly within the Figma design workspace. The tool allows designers to generate clean SVGs, remove backgrounds, apply color grades, swap faces while keeping scenes consistent, shoot studio product photos, and animate hero creatives, thereby eliminating the need to context-switch between Figma and external creative apps.
LM Studio launches Locally app for iOS
LM Studio launched Locally, an official companion iOS app that connects to desktop-hosted local AI models remotely via LM Link. All communications are end-to-end encrypted using a custom Tailscale mesh VPN to ensure privacy without exposing local models.
Zed has completely rewritten its AI documentation from the ground up to clarify setup and configuration for various AI providers.
Zed has overhauled its official AI documentation to help developers get started with its built-in AI capabilities and configure them using their preferred LLM providers. The updated documentation includes a comprehensive overview, quick-start guides, and company-specific setup instructions to streamline user onboarding.
Microsoft adds token usage to model cards
Microsoft has introduced "average token usage" to its AI model release cards to evaluate models based on operational cost efficiency alongside raw performance. This "Intelligence Per Dollar" metric helps developers select the most cost-effective models for high-volume agentic tasks.
Leaked Anthropic chart reveals Claude Mythos 8x boost
An internal Anthropic chart shared on social media reveals engineering productivity gains from upcoming models, with the unreleased Claude Mythos Preview showing an unprecedented 8.0x multiplier. Currently gated to a few trusted organizations, the model is drawing significant attention for its potential to radically accelerate software development pipelines.
Anthropic's Claude models demonstrate rapid acceleration in recursive self-improvement, with the Mythos Preview model achieving a 52x speedup on optimization tasks.
Anthropic's latest models have shown dramatic progress in recursive self-improvement (RSI) capabilities. According to internal reports, Anthropic tasks newly released models with optimizing the training code for smaller AI models. While Claude Opus 4 averaged a 3x speedup in May 2024, the newly developed Mythos Preview model achieved a 52x speedup in April 2026, demonstrating that AI-driven self-optimization is accelerating at an exponential rate.
ChatGPT rolls out background memory system
OpenAI is rolling out a new background memory system for ChatGPT Plus and Pro users in the US that doubles capacity and automatically curates memories using broader chat history via a process called "dreaming." Users retain full control with the ability to manage saved memories through a new dashboard or revert to the legacy memory experience in settings.
ElevenLabs has introduced Flows Agent in ElevenCreative, a conversational assistant that automatically builds and iterates node-based, multi-modal creative workflows.
ElevenLabs has introduced the Flows Agent within its ElevenCreative platform, a tool that allows creators to build and modify complete creative workflows using natural language. The agent handles tasks such as selecting models, creating nodes, wiring connections, and running generations across over 50 image, video, voice, music, and sound effects models. With an active assist mode, users maintain cost control by approving expensive operations, while the system supports background processing so workflows can complete even after closing the tab. Users can iterate on their pipelines dynamically through conversation—such as swapping voices, backgrounds, or languages—without rebuilding the entire flow from scratch.
Guy Royse joins the VS Code Livestream to demonstrate building stateful, context-aware AI agents using Redis Agent Memory, GitHub Copilot, and ham radio.
The VS Code Livestream features developer Guy Royse demonstrating how to build stateful AI agents that listen, learn, and act using Redis Agent Memory, GitHub Copilot, and ham radio integrations. The livestream focuses on solving the statelessness ("amnesia") of standard AI agents by implementing persistent context and memory. The session highlights how developers can leverage Redis's lightweight caching and data structures alongside Copilot's developer capabilities to enable agentic workflows.
ElevenLabs showcases voice-powered Hermes Agent
ElevenLabs has integrated its Conversational AI and Speech Engine with Nous Research's open-source Hermes Agent framework. This integration allows developers to call and interact with the autonomous, self-improving AI assistant in real-time via voice.
Immunity Agent adds Agent IAM
PrismorSec has updated its open-source security wrapper, Immunity Agent, with an Agent Identity and Access Management (IAM) feature. Designed to address the security challenges of autonomous agentic workflows, Agent IAM goes beyond basic identity verification to validate the entire chain of delegation from human user to sub-agents and tools, verifying both intent and context before commands are executed.
NVIDIA CEO Jensen Huang refutes the "SaaSpocalypse" narrative, arguing that agentic AI will dramatically expand the market for enterprise software by introducing AI agents as massive new users.
During a Computex 2026 keynote, NVIDIA CEO Jensen Huang refuted the "SaaSpocalypse" narrative, asserting that AI agents utilizing software tools will drive unprecedented demand rather than making enterprise software obsolete. To help organizations adapt, NVIDIA introduced NIM Agent Blueprints and the NVIDIA Agent Toolkit, providing reference workflows and a secure runtime environment to deploy autonomous agents.
Google employees mock internal Jetski
A report from 404 Media reveals Google employees are sharing memes on internal board Memegen to mock company AI coding tools like Jetski. Despite executive claims that over 25% of new code is AI-generated, engineers report these tools frequently hallucinate, break, or make their jobs harder.
Greptile drops CLI for local code reviews
Greptile has launched a command-line interface (CLI) that enables developers to run repository-aware code reviews on their local changes before pushing. Accessible via a simple global npm installation, the tool aims to shorten the feedback loop by bringing Greptile's code review and validation features directly into the terminal environment.
JetBrains deepens GitHub Copilot partnership
JetBrains has announced an expanded partnership with GitHub to bring enhanced GitHub Copilot and Copilot Chat features to its IDE ecosystem, including IntelliJ IDEA, PyCharm, and WebStorm. Announced at Microsoft Build, this collaboration will roll out deeper AI integrations, including advanced agentic workflows and feature parity with Visual Studio Code, ensuring JetBrains developers have first-class access to GitHub's AI developer tools.
Nous Portal opens free Nemotron 3 Ultra access
Nous Research has joined Nvidia's Nemotron Coalition, partnering with Nvidia and Nebius to offer two free weeks of the Nemotron 3 Ultra model on the Nous Portal. Setup guides and documentation are available to help developers integrate the model into Hermes Agent.
Anthropic expands Project Glasswing to 150 organizations
Anthropic is expanding its Project Glasswing initiative to approximately 150 new organizations across 15 countries, providing controlled access to the restricted Claude Mythos Preview model. The expansion targets critical infrastructure sectors like power, water, and healthcare to proactively identify and patch software vulnerabilities.
DAIR.AI Academy hosts Claude Code event
DAIR.AI Academy announced a live event scheduled for June 25, 2026, focused on reverse-engineering the "Dynamic Workflows" feature recently released in Anthropic's Claude Code. During the session, host Elvis Saravia will demonstrate how to generate execution harnesses on the fly for various coding agents, including Codex, Pi, and their custom-built dair-agent, alongside showcasing a monitoring dashboard to track tasks, metrics, and reports.
Basedash launches native semantic layer
Basedash has launched a native semantic layer to serve as a central source of truth for business metrics and database models. The new feature allows teams to define SQL queries and metrics once, enabling both AI agents and team members to reference consistent logic across all dashboards.
Perplexity CEO Aravind Srinivas announced plans to integrate all necessary connectors to spin up and run a business from scratch inside Perplexity Computer.
Perplexity CEO Aravind Srinivas announced that the platform is bringing all the integration connectors required to launch and operate a business from scratch inside Perplexity Computer. The goal is to enable small, high-agency teams to build fast-growing, valuable companies faster than ever before using agentic automation. This update shifts Perplexity Computer further into the realm of agent-native execution environments.
DeepInfra hosts NVIDIA Nemotron 3.x
DeepInfra has introduced day-zero support for NVIDIA's newly released Nemotron 3.x models, hosting both Nemotron 3 Ultra and Nemotron 3.5 Content Safety. The open models are live on DeepInfra's zero-retention, enterprise-grade inference platform, offering up to 5x faster inference for agentic reasoning and robust multimodal safety filtering.
DigitalOcean hosts NVIDIA Nemotron 3 Ultra
NVIDIA's Nemotron 3 Ultra, a 550B-parameter Mixture-of-Experts model designed for agentic workflows, is now available on DigitalOcean's AI Native Cloud. The model is offered via both serverless and dedicated GPU inference endpoints, providing developers with scalable and cost-effective options to deploy complex AI applications.
LM Studio announces support for Google's newly released Gemma 4 12B encoder-free multimodal model
LM Studio has announced immediate local support for Google's newly launched Gemma 4 12B model. Released by Google DeepMind on June 3, 2026, Gemma 4 12B is a unified, encoder-free multimodal model designed to run efficiently on consumer-grade hardware with at least 16GB of RAM or VRAM. By projecting visual and audio inputs directly into the LLM backbone rather than using separate encoders, the model dramatically reduces latency. LM Studio users can now download, run, and chat with Gemma 4 12B locally on Mac, Windows, and Linux via GGUF or MLX formats.
Grok Imagine 1.5 adds dual-video generation
A user highlighted a helpful feature in xAI's Grok Imagine 1.5 video generator, where the tool sometimes outputs two different videos simultaneously. This dual-video generation lets users compare options side-by-side and select the best result for their needs.
DeepSeek tops OpenRouter rankings four weeks straight
OpenRouter has reported that DeepSeek has sustained the number one position in its token share rankings for four weeks in a row. This milestone indicates a substantial and steady volume of developer traffic routing to DeepSeek models, highlighting their growing popularity and integration within the AI application ecosystem.
Google establishes Gemini as the model-layer foundation of a vertically integrated AI stack.
Google's flagship AI model family, Gemini, serves as the critical model-layer foundation of a vertically integrated AI stack that spans from custom TPU hardware to developer APIs and consumer-facing workflows. In the video, The PrimeTime analyzes Google's strategy to dominate the AI ecosystem by playing at all layers—hardware, models, developer tools, and consumer applications. This integration allows Google to optimize performance and cost efficiency, positioning them to capture maximum value across the AI value chain.
DeepSeek disrupts the AI market with cost-effective, open-source reasoning models that rival proprietary giants.
DeepSeek has released a series of highly efficient, open-weights language models featuring advanced reasoning and coding capabilities at a fraction of the cost of traditional proprietary models. This move commoditizes advanced reasoning, putting pressure on major providers like Google and OpenAI to lower their prices and adapt to a rapidly growing open-source ecosystem.
OpenRouter hosts free Nemotron-3 Ultra
NVIDIA's Nemotron-3 Ultra, a 550-billion-parameter open-weights model designed for autonomous agents, is now available on OpenRouter. The Mixture-of-Experts model features 55 billion active parameters, a one-million-token context window, and inference speeds exceeding 300 tokens per second.
NVIDIA drops Nemotron 3 Ultra
NVIDIA Nemotron 3 Ultra is a 550-billion parameter mixture-of-experts model optimized for agentic workflows and tool calling. Built on a hybrid Transformer-Mamba architecture, the model supports a 1-million token context window and offers up to 5x faster inference.
GitHub Copilot shifts to token billing
GitHub has transitioned GitHub Copilot to a token-based billing model using GitHub AI Credits for chat and agentic features, while standard code completions remain free and unlimited. Under the new system, users must exceed a specific headroom buffer in compute usage before exhausting their base allowance.
ChatGPT usage tops 80% on Overchat AI
A new usage report by Overchat AI reveals that despite an influx of new AI models in Q1 2026, GPT-5.5's market share has surged to over 81% from 66% three months prior. OpenAI's newly released GPT-Image-2 has also overtaken Google's Nano Banana models to become the most popular image generation tool, while Sora 2 continues to dominate video generation despite its declining share and impending shutdown.
Freestyle drops local-first voice dictation
Freestyle is a free, local-first voice dictation tool that runs entirely on user hardware to ensure data privacy. It allows users to dictate via hotkey, pasting clean text directly at their cursor using either offline models or cloud APIs.
DOMD launches lightweight macOS WYSIWYG editor
DOMD is a performance-focused, local-first WYSIWYG Markdown editor with a 20 KB gzipped core that bypasses traditional rich-text frameworks for near-instant load times. The tool features a native macOS application with Finder Quick Look integration and a CLI for automated stream manipulation by AI agents.
FAROS automates autonomous AI research pipelines
FAROS, developed by OpenNSWM-Lab, is an open-source, blueprint-driven workflow engine and runtime designed for autonomous AI research. By providing a runnable runtime for LLM-based agents, it structures multi-agent tasks like idea refinement, paper generation, and peer review simulation.
Knowhere parses unstructured documents for RAG
Knowhere is an open-source document ingestion tool designed to extract and parse unstructured PDFs into structured chunks. Developed by Ontos-AI, it functions as a document memory layer that organizes data to improve retrieval accuracy and reduce cognitive load for LLMs, effectively minimizing hallucinations and token waste in Retrieval-Augmented Generation (RAG) systems.
VoidZero joins Cloudflare to build unified toolchain
VoidZero, the company behind Vite, Vitest, Rolldown, and Oxc, is joining Cloudflare along with its entire team. The core tooling projects will remain open-source and vendor-agnostic, backed by a new $1 million Vite ecosystem fund established by Cloudflare.
QuiverAI drops Arrow 1.1 Max
QuiverAI has announced Arrow 1.1 Max, an advanced variant of its vector-native AI model optimized for high-precision SVG graphics. The model generates clean, editable vector graphics using geometric primitives for complex design requirements, and is available via QuiverAI's console and API.
Perplexity integrates Canva for visual designs
Perplexity AI has launched a native integration with Canva, enabling Pro, Max, and Enterprise users to bridge the gap between research and creative design. By connecting Canva via the Perplexity Connectors settings page, users can prompt Perplexity to generate a structured brief based on web search or context files, which Canva then automatically transforms into editable assets such as presentations, infographics, or social media graphics directly within the Perplexity environment.
Meta delays the developer API release for its new Muse Spark AI model due to software bugs and infrastructure challenges.
According to a report by The Wall Street Journal, Meta Platforms has repeatedly delayed the release of the application programming interface (API) for its new AI model, Muse Spark. Originally announced in April 2026 as a closed-model successor to Llama 4 to compete directly with proprietary offerings like Google Gemini and OpenAI ChatGPT, the API's release has been pushed back by nearly two months. The delays are attributed to software bugs and the need for additional supporting infrastructure. Although a spokesperson confirmed that private beta testing is ongoing with early partners, Meta has yet to set a concrete public launch date.
TanStack AI supports hosted skills
TanStack AI has introduced support for hosted skills, allowing developers to pass skill definitions directly to code-execution tools. The framework automatically converts these definitions into container skills and manages the required beta headers for Anthropic and OpenAI integrations, facilitating more efficient tool and agent orchestration.
Perplexity is rolling out its agentic "Personal Computer" AI digital worker to Windows machines.
Perplexity has announced the rollout of "Personal Computer for Windows," an agentic AI system designed to operate natively on Windows desktops. Unlike standard chatbot interfaces, this always-on digital worker acts as an autonomous project manager, executing multi-step workflows in a cloud-based environment. It integrates directly with local files and Microsoft 365 applications—including Word, Excel, PowerPoint, Outlook, and OneDrive—to automate tasks. The tool is initially rolling out to paid Max and Enterprise Max subscribers on the waitlist, utilizing a swarm of specialized AI models to complete work in parallel.
Meta has repeatedly delayed the developer API release for its new Muse Spark AI model due to software bugs and infrastructure challenges.
Meta has repeatedly postponed the release of the application programming interface (API) for Muse Spark, its new proprietary multimodal foundation model developed by Meta Superintelligence Labs. Although the model was unveiled in April 2026, integration at scale for developers has been delayed by nearly two months because of technical bugs and infrastructure issues. A Meta spokesperson confirmed that testing is currently underway with a limited set of partners, and the company still intends to release the API to a wider developer audience sometime in June 2026.
Reve 2.0 debuts layout-based image generation
Reve 2.0, developed by @reve, introduces a layout-based image generation system that departs from traditional prompt-to-pixel models. The model uses a learned layout representation combined with pixel diffusion to achieve high-resolution output with precise spatial control.
Uruky adds image search, URL rewrites
Uruky, an EU-based private search engine, has added image search and URL rewrites while planning a transition to a source-available PolyForm Shield license. The project also introduced a proof-of-work captcha trial and passed 100 monthly active accounts.
Cloudflare AI Gateway receives a major dashboard and visual redesign to improve developer experience.
Cloudflare has released a significant design and dashboard refresh for its AI Gateway product to streamline developer workflows. The update relocates AI features to a dedicated top-level section in the dashboard sidebar, simplifies the onboarding process for new gateway configurations, and consolidates fragmented code snippets into a unified view customizable by provider, SDK, and API type. Additionally, the release introduces more precise cost analytics charts for small monetary values, updates the performance of the dynamic route builder, and enhances keyboard navigation accessibility.
Miasma campaign targets npm ecosystem, compromising AI packages
The Miasma supply chain campaign, which previously compromised 32 Red Hat packages, is now targeting the npm ecosystem in a new wave of attacks. This campaign specifically targets high-traffic AI packages, including vapi-ai/server-sdk with 71,000 weekly downloads and ai-sdk-ollama with 31,000 weekly downloads.
Lightpanda CLI adds networkalmostidle support
Lightpanda, a lightweight headless browser built in Zig for AI agents and web automation, has updated its CLI to support `networkalmostidle` as a `--wait-until` condition. This integration allows automated tasks to proceed as soon as network activity subsides, ensuring that pages are effectively loaded without waiting for non-essential network connections to close, resulting in faster and more reliable agent interactions.
Matt Pocock architecture skill guides AI refactoring
The post highlights the /improve-codebase-architecture skill from Matt Pocock's open-source mattpocock/skills repository. The skill is designed to guide AI coding assistants (such as Claude Code) through a structured, analytical workflow to evaluate codebases, identify shallow modules, map dependencies, and draft architectural plans (like RFCs) rather than letting agents perform blind, automated refactoring.
Meta has repeatedly delayed the developer API release for its Muse Spark AI model due to technical and infrastructure challenges.
Meta has repeatedly pushed back the developer API release for its new proprietary AI model, Muse Spark, which was originally unveiled in April 2026. The delays are reportedly caused by software bugs discovered during testing and the need for further infrastructure development. Although a Meta spokesperson confirmed they are testing the API with a small group of early partners and still targeting a June 2026 launch, the setbacks raise questions about Meta's execution speed in a highly competitive AI market where investors are closely monitoring monetization efforts.
Anthropic report flags rising AI cyberattacks
Anthropic has released a threat intelligence report analyzing 832 banned accounts and introducing the LLM ATT&CK Navigator to track AI-enabled cyber threats. The findings show that medium-to-high-risk actors using AI rose from 33% to 56% over a year, shifting from phishing to autonomous multi-stage attacks.
Cignara launches enterprise-grade, hallucination-free AI agents to automate end-to-end customer support conversations over voice and chat.
Cignara provides Y Combinator-backed, enterprise-grade AI agents that automate customer conversations across voice and chat channels. By reasoning within specific business rules and integrating with company databases and workflows, the platform ensures compliant, hallucination-free actions. Additionally, it offers an AI Copilot to assist human agents with real-time knowledge retrieval and action recommendations, helping large B2C companies in retail, banking, insurance, and telecom scale their support operations safely.
OpenAI upgrades GPT-Rosalind with GPT-5.5 capabilities
OpenAI has announced major upgrades to GPT-Rosalind, its specialized model series for enterprise life sciences research. The update integrates GPT-5.5's agentic coding and tool use capabilities with deeper biological reasoning, enhancing its utility for drug discovery and other advanced scientific workflows.
HKUDS releases Vibe-Trading, an open-source agent-native companion designed to automate financial trading workflows via natural language.
Vibe-Trading is an open-source, agent-native trading companion developed by the Data Intelligence Lab at the University of Hong Kong (HKUDS). Inspired by the "vibe coding" movement, the platform allows users to translate plain-English ideas and trading intuitions into backtested, executable strategies. The system leverages large language models—including OpenAI, DeepSeek, Gemini, and local models via Ollama—to automate tasks such as market data retrieval, strategy generation, backtesting, and sentiment analysis, acting as an AI-driven junior quantitative analyst.
Open-LLM-VTuber is an open-source project that brings AI-powered voice companions to life by connecting LLMs with responsive Live2D avatars.
Open-LLM-VTuber is a modular, cross-platform open-source application designed to run a personalized voice-interactive AI companion locally or in the cloud. It features hands-free conversation with voice interruption support, linking automated speech recognition (ASR) and text-to-speech (TTS) engines directly to a responsive Live2D avatar. The application offers a web mode and a transparent desktop client that functions as a "desktop pet". It supports complex workflows such as long-term memory via Letta and tool execution via the Model Context Protocol (MCP), letting users customize their virtual avatar with a wide variety of local and online AI services.
Mercury Agent to integrate with Sav.ink
Cosmic Stack announced an upcoming integration allowing users to connect Mercury Agent to the Sav.ink personal finance manager. The connection uses a secure LLM bridge to enable natural language chat about accounts and transactions.
Google releases Gemma 4 12B, a powerful multimodal AI model that runs locally on consumer laptops with 16GB of RAM.
Google has launched Gemma 4 12B, an open-weight, unified encoder-free multimodal model designed to run locally on consumer laptops with at least 16GB of RAM. By bypassing traditional separate encoders and feeding text, vision, and audio directly into the LLM backbone, the model reduces latency and hardware constraints. Gemma 4 12B offers a 256K token context window, allowing developers and users to run agentic workflows locally without needing APIs, cloud connections, or paying per token.
Amp UI rebuild enables real-time agent control
Sourcegraph has rebuilt the user interface for Amp, its agentic coding tool, allowing developers to monitor and control their AI agents in real-time. This update supports tracking and interacting with agents across web, mobile, and CLI environments, making autonomous coding workflows more transparent and manageable for engineers.
Hermes Agent Official NEW Desktop App - The 24/7 Self-Evolving AI Agent!
WorldofAI
Microsoft JUST BROKE OpenAI...
Wes Roth
Claude Plans, Gemini Designs: The Workflow to Build BEAUTIFUL Frontends
Cole Medin
Microsoft Just Shocked The Entire AI World: 7 New AI Models
AI Revolution
Gemma 4 12B Is INSANE – Is THIS the BEST Local Coding Model Yet?
Bijan Bowen
Is Gemma 4 12B Better Than The Big Models? #Gemma4 #LocalLLM #AI
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Introducing Cosmos: the platform for AI-native engineering teams
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It's time to fly | Codex
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Headroom: Revolutionizing AI with Smart Token Compression #shorts
Income stream surfers