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Grok Build is a terminal-based coding agent that can inspect codebases, edit files, run shell commands, search the web, and manage long-running tasks. It supports interactive use, headless scripting and CI, and editor integration through the Agent Client Protocol.
OpenAI trained GPT-Red to iteratively generate adversarial prompts and expose model vulnerabilities at scale. Incorporating its attacks into training reportedly reduced failures on a difficult prompt-injection benchmark by sixfold for GPT-5.6 Sol.
Runs coding agents locally and tests web or native app interfaces.
NVIDIA introduced the Blackwell-powered Jetson Thor T3000 and T2000 modules for running robotics, visual AI, and agent workloads on compact edge systems. The platform had already attracted adoption from companies including Amazon Robotics, Boston Dynamics, FANUC, and 1X.
Systolic arrays handle over 95% of modern AI-chip compute by moving matrix data locally between processing elements, reducing memory traffic. Larger arrays improve peak throughput but are harder to saturate, so compiler scheduling often determines whether chips reach useful utilization.
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ReactBench is an evaluation framework that tests coding agents on realistic React work.
The AI Gateway leaderboard ranks traffic for models, labs, apps, and providers to show how AI is used in production.
Silico is a platform that provides a team of AI researchers ready to run experiments.
This developer got tired of implementing their own backlog manually using Claude Code on their laptop, so they set up a loop, let the system triage it, decompose it if it's too big, implement it, run the tests, and open a PR.
The kbd-1.0-codex-micro, created by Supply Co. and Work Louder, offers a command center for agentic work.
Google is redesigning Google Images' homepage for its 25th anniversary, turning it into a personalized, Pinterest-like visual feed with saveable collections. The update, rolling out to US desktop users in English over the coming weeks, follows the search engine's 2001 launch and later additions like reverse image search and Google Lens. Google is also adding AI image generation to AI Overviews via its Nano Banana model, letting users create custom visuals from text prompts.
Canva Code 2.0 brings AI-powered app and website creation to all Canva users, combining natural language prompting with Canva's familiar design tools to make coding more accessible. Unlike many vibe coding tools that produce generic-looking results, it lets users customize layouts, branding, colors, fonts, and content directly within Canva projects while collaborating in real time. By integrating coding into the existing design workflow, Canva aims to help creators build functional, on-brand experiences without needing programming expertise.
Ghost Font is an experimental anti-AI typography technique that hides text within moving dots, allowing humans to read the message through motion perception while AI models, which typically analyze videos frame by frame, fail to detect it. Created by AI researcher Eric Lu as a response to concerns about unauthorized AI content harvesting, the project has attracted significant attention after early tests showed major AI models could only identify a decoy message instead of the hidden text. While Ghost Font demonstrates an intriguing use of optical illusions to thwart current AI systems, its creator sees it as an experiment rather than a practical communication tool, and future AI advances may eventually overcome the technique.
A new report suggests OpenAI's highly anticipated AI hardware may be a portable, screen-free smart speaker with cameras and sensors, rather than the entirely new device Sam Altman and Jony Ive initially hinted at. While the added environmental awareness could make it more capable than existing smart speakers, its functionality appears to overlap with AI-powered wearables such as Meta smart glasses and Apple's rumored AirPods Ultra, which are expected to use built-in cameras to provide contextual assistance. If this proves accurate, AI-enabled earbuds are likely to be a more practical everyday form factor than carrying a portable smart speaker.
Compound icons combine a base symbol with a modifier (such as a plus, lock, or slash) to communicate more specific actions or states, making them especially useful when icons appear without text labels or need to distinguish similar items. While effective, they also introduce challenges: limited space can reduce legibility, combining symbols creates ambiguous visual "grammar," and similar compound icons can become difficult to tell apart at a glance. Use clear visual separation between the base and modifier, simplify icons where context allows, and always test them for readability in their intended size and interface.
Traditional, large-scale workshops are losing relevance because they often produce discussion and documentation rather than measurable business outcomes. Successful facilitation in 2026 focuses on short (60 to 90 minute), decision-oriented sessions with clear objectives, the right participants, and explicit consideration of the opportunity cost of everyone's time. Designers can increase their strategic value by facilitating "activation workshops" that turn existing insights into concrete decisions, creating shared understanding that leads to action instead of another forgotten Miro board.
ColorADD is a unique, universal, inclusive, and non-discriminative language that enables the color blind to identify colors, with a wide spectrum of use on companies/entities whenever color is a factor of identification, orientation, or choice.
Showcase your designs in motion. 25 ready-made animation templates — drop in your work, tweak, and export an MP4, all in your browser.
ShaderPad is a lightweight, embeddable fragment shader player. It lets you add stunning creative effects to your website with minimal setup.
Marking Apple's 50th year in business, Tim Cook explains the company's philosophy of rejecting thousands of projects to concentrate on a few meaningful ones. This deliberate narrowing, described as creative focus, requires accepting painful rejection since limited time and energy make pursuing every idea impossible anyway. Prioritizing ruthlessly, rather than attempting everything, is what ultimately enables genuine creative abundance and depth.
An ed-tech monetization leader found that generative AI broke the link between content looking credible and actually being credible, undermining paid Q&A answers. Rebuilding trust required a system of four signals: transparent, high-quality sources like textbooks; visible expert validation with names and credentials; confidence communication through evidence sections and competitor comparisons; and social proof, with these same signals applying across search, documentation, publishing, and customer support.
Jurassic World Rebirth builds fictional-world plausibility through two key interfaces: an amber-toned island control system and a digital charting table on the expedition boat.
A new "Brand Equity Ledger" framework identifies ten recurring branding mistakes—like Cracker Barrel's mascot removal and Jaguar's audience shift—that eroded consumer trust in 2025-2026.
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Generic. Off-message. Trope-y. You're seeing this stuff all over the internet. Customers are sick of it.
The next phase of ad tech is shifting from knowing who someone is to understanding what's happening around them right now. Instead of relying on fixed audience segments built from past behavior, new bidding infrastructure lets ad auctions read signals like timing and nearby activity in real time. Containerizing that decision-making inside the auction itself cuts response times by roughly 80%, giving algorithms enough time to weigh context instead of just matching an ID to a segment. Advertising stops chasing who people are and starts responding to the moment they're actually in.
Anthropic's new ad, “There's hope in hard questions”, is getting backlash for its dark tone and imagery. It opens with a burning house and cuts to scenes of surveillance, homelessness, mining labor, and graveyards while asking questions about AI trust and control. The campaign mirrors Anthropic's usual positioning as the ethical alternative in AI, but many viewers say it feels heavy-handed.
AI Overviews recommend brands based on commercial prompts, not informational content. Ranking for informational queries rarely pays off downstream in commercial visibility. Build content around high-value commercial queries and support each page with pricing, comparison, methodology, and brand information that helps AI justify recommending your business.
The best-performing content pillar systems in 2026 work as concentric circles instead of a flat list of themes. A narrow core pillar builds algorithmic and audience authority faster than a broad one, while adjacent pillars share that same audience and add new angles without diluting it. A pillar only counts as adjacent if it still reinforces why someone followed the account in the first place, since anything broader just makes the feed generic.
AI search is driving real demand, but most teams still measure it through referral traffic, which rarely shows up. Only around 1% of users click AI citations, and much of that traffic is misattributed or shows up as direct, making last-click models unreliable. Instead, use an “AI visibility ladder” that tracks leading indicators like crawl rate and citation share. It should also look at quality signals like how a brand is positioned in answers, and lagging indicators like self-reported attribution and win rate.
Campaign targets now matter more than past overperformance, so review every target-based bidding campaign before Google changes bidding on August 17. Campaigns that currently exceed their target ROAS may lose efficiency because Google will optimize toward the set goal instead of continuing to outperform it. Raise targets in small steps when recent performance is more than 20% above the current goal, or set a higher custom target if stronger performance is realistic. Advertisers that care more about conversion volume than efficiency should consider switching to a maximize bidding strategy.
Allan is an AI email platform for DTC brands that builds a different email for each recipient instead of sending one campaign to everyone. It selects subject lines, copy, and creative based on user behavior, and runs continuous tests across every send to optimize performance. A 30-day free trial is available.
Six years after apologizing for intrusive ads in UFC 4 and disabling them, EA is betting that real-time, targeted placements can succeed where static pop-ups failed. The new platform is built to enhance gameplay rather than interrupt it, giving brands the ability to adjust messaging in real time and measure impact for the first time. However, most gaming ad spend still lives on mobile, where casual play tolerates interruption more easily. Console and PC audiences treat games as a more focused experience that ads have historically struggled to enter without friction.
Community creates stronger long-term growth than paid acquisition when the customer experience gives people a reason to return and invite others. The Footy League built scalable operations behind its community, including customer service, registration systems, sponsor-ready media, and local experiences that support national expansion without losing its identity. It uses paid marketing to attract first-time players, but newsletter marketing and word of mouth create higher retention and stronger referrals. Brand comes from the customer experience instead of visual identity, so values need to appear in everyday interactions such as onboarding, training, and support.
Ramp creates robust pages on its Help Center documentation, which is often cited by AI search in the B2B space.
OpenAI's forecast assumes it will capture search ad budgets at scale and outperform every ad format in history.
OpenAI is building a screenless AI companion speaker that uses ChatGPT capabilities to interact naturally with users.
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Viktor is multiplayer. It's an AI employee with its own seat in Slack and Microsoft Teams, working in the channels where your company already talks. Marketing briefs it in #growth. Finance asks about unpaid invoices in #finance. Everyone sees the same colleague respond, and its context compounds across teams. No private tabs, no pasting context between windows. It drafts the campaign, builds the report, and posts both for approval. 12,000+ tools connected. 45,000+ teams run it.
OpenAI's first consumer device will be a new type of home computer for the AI era. The mobile, screen-free smart speaker is meant to serve as a humanlike AI companion that lives in the home. It will be able to control smart-home devices, play media, answer questions, respond to messages, and tap into the range of capabilities offered by ChatGPT. OpenAI envisions the device anticipating needs, surfacing information proactively, and serving as an expert on its user. The product's defining feature will be its personality and ability to connect on a humanlike level with users.
Apple is in talks with PrismML to shrink powerful AI models to run directly on iPhones. PrismML is known for reducing Alibaba's Qwen model from roughly 54 GB to less than 4 GB. The most capable models typically require too much memory and processing power to run on a smartphone, but running requests in the cloud presents security and other issues. Running AI directly on the iPhone reduces delay, lowers cloud computing costs, enables offline usage, and supports Apple's privacy pitch.
Eärendil-1 is a demonstration 'space mirror' satellite with a highly reflective 60-foot thin-film mirror. Built by Reflect Orbital, the satellite will validate technologies that will eventually be used to sell sunlight on demand. The technology is designed to illuminate five- to six-kilometer zones for authorized commercial, agricultural, or emergency use. Reflect Orbital is aiming for a constellation of up to 50,000 orbiting mirrors by 2035.
Terminal lucidity is when gravely ill people have a sudden and unexpected moment of mental clarity. This seemingly impossible phenomenon has been seen in people with dementia, tumors, neurological disorders, and many other forms of brain-ravaging illness. The ability for the brain to - even temporarily - return to mental clarity calls into question scientists' models of what is actually going on in the brain. Understanding the phenomenon more could lead to improved caregiving practices and also a new understanding of the nature of dementia.
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Wispr Flow [11] works the second you install it, in every app on Mac, Windows, iPhone, and Android. Hold a key, speak, and clean text lands where your cursor is.
The shared language of a software project is the common understanding of what its concepts mean, where the boundaries are, which invariants matter, who owns what, and why the system has the shape it does. This language lives partly in documentation and code, but also in code review, conversations, arguments, and many other places. AI removes a lot of the friction that comes with understanding all of that context. This can result in code that looks strange but works while removing the friction of human understanding.
The backlog is becoming less of a capacity problem and more of a choice as intelligence costs drop. AI allows people to execute a hundred ideas for the cost of one, allowing founders to build them all and find out which ones matter. The constraint shifts from 'can we build it?' to 'can we identify what to build, and can we sell it?' The companies that see this are already flat by design: fewer engineers, larger token spend, faster shipping, and a direct line from a customer's sentence to merged code.