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Anthropic reportedly agreed to buy six years of cloud capacity from AI infrastructure startup Volta. The planned 133-megawatt Norway data center would be developed with Bitdeer and powered by NVIDIA Vera Rubin systems.
Model routing on the Google Cloud API Gateway is now available in public preview. The API gateway provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT. It can be used standalone for simple rate limiting and token tracking or paired seamlessly with the Gemini Enterprise Agent Platform. This article contains a step-by-step guide on how to configure router logic.
Cloudflare Wallets is a system designed to give AI agents stable identities and controlled access to payments for APIs, MCP tools, and online content. Virtual Wallets will support spending limits, allow lists, and transaction caps for safer agentic commerce.
ChatGPT Work is OpenAI's agent product for knowledge work. Its current form is an amalgamation of ChatGPT, the Codex app, the Codex harness, the original Codex cloud agent, ChatGPT agent, Atlas, OpenClaw, and more. This article decodes the complex product lineup and explains what Work is, where it fits in OpenAI's lineup, the many interesting choices in its design, the tensions underneath, and where the product is likely headed. OpenAI plans to merge Chat and Work, so Work is really a preview for how ChatGPT's billions of users will soon use the app.
A developer recorded the requests Codex generated for a 16-character prompt by pointing it at a custom local server. They measured what changed as it loaded instructions, exposed tools, read files, ran commands, received images, and compacted its history. The experiment did not call an external model. This post details the findings from the experiment.
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Shieldstral features a 3B open-weights multimodal safety classifier that outperforms models up to 7x its size. It accepts plain-language policies at inference time, unifying text and image safety evaluation without retraining. Shieldstral delivers calibrated safety scores across diverse benchmarks while running efficiently on a single 16GB NVIDIA GPU. It is a step toward moderation that adapts to context instead of forcing every product through one frozen taxonomy.
NVIDIA has released Alpamayo 2 Super under a commercial license for robotaxis and autonomous vehicles. The reasoning model was designed to handle rare driving scenarios with inspectable decisions and broad multitask capabilities.
Kiro Crew is a persistent workspace for development work that self-improves and continues beyond one session. It can run locally or remotely on personal hardware. Kiro Crew allows developers to start work from within a desktop app, web dashboard, or CLI, and continue the same work through connection tools like Slack and Discord. It can run multistep tasks and recurring jobs on a schedule and also monitor systems until something needs attention.
DiffusionGemma adapted Gemma 4 into a discrete diffusion model that refined 256-token blocks in parallel, reaching roughly 1,500 output tokens per second on a single NVIDIA H100.
Computer-use verification lets coding agents reproduce bugs, validate implementations against specs, and attach screenshots or videos to pull requests. Integrated into triage, implementation, and review workflows, cloud-based subagents reduce human review burden and enable iterative self-debugging.
SpaceX's capital expenditures hit $18.4 billion in the most recent quarter. The bulk of that figure is tied to the company's ongoing AI build-out. The company is plowing money into terrestrial computing infrastructure, signing AI deals, and working toward launching orbital data centers. SpaceX is on track to have $100 billion in annualized recurring revenue by December, most of it coming from data center deals.
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NemotronLabs VoiceChat is an 11B end-to-end speech model that handles streaming understanding, speech generation, and tool calling within one architecture.
Backflip AI developed a model that converts physical parts into digital CAD files in minutes for around $10.
Cursor's Mixture-of-Kittens (MoK) is an open-source optimized Mixture-of-Experts (MoE) megakernel that improves efficiency on NVL72s GPUs, which significantly boosts performance for models like Composer by addressing computation and communication bottlenecks.
LFM2.5-2.6B, a 2.6B parameter on-device agentic model, enables free inference, low latency, and robust privacy by running locally on hardware like phones or CPUs.
At a Senate Indian Affairs Committee roundtable, Indian Gaming Association VP Tehassi Hill urged lawmakers to amend the Clarity Act to bar sports and casino gambling via prediction markets and affirm state/tribal jurisdiction over the CFTC, with Senator Tina Smith suggesting similar language could be added to the Farm Bill. CFTC Chair Michael Selig has argued the agency has exclusive jurisdiction over prediction markets and sued several states, while platforms like Polymarket and Kalshi favor CFTC oversight. Senate Agriculture Chair John Boozman said he's sympathetic but doesn't think the amendment belongs in Clarity, calling it a separate issue from crypto.
BlackRock will consolidate every three ETHA shares into one on October 6, raising the fund's per-share NAV without changing investors' total holdings. Bloomberg's Eric Balchunas said the move should cut the trading spread from about 7bps to 2bps. ETHA remains the largest ETH ETF with over $5 billion AUM, though its price is down roughly 40% year-to-date alongside ether itself.
Base captured 90% of agentic stablecoin transaction volume in Q2 2026 and tripled its share of onchain spot volumes over the past year, now leading in both BTC and FX markets. The chain launched Base Verify Onchain on Sepolia, a smart-contract Sybil resistance primitive that requires no personal data collection, while B20s (Base Native Token Standard) hit $200M in trading volume within their first 30 days on mainnet. Bankr platform coins surpassed $5B in cumulative trading volume, and Morpho's market crossed $500M without incentives, with Coinbase's borrow product returning to all-time highs as the largest DeFi mullet integration. Axis Robotics closed a $12M seed (Hack VC) for its Physical AI data engine on Base, Exa App raised $2.2M for self-custodial onchain credit, and MoonPay rolled out conversational AI trading on Base for Claude and ChatGPT users.
A draft EIP co-authored by Ethereum Foundation researcher Justin Drake proposes a tapered issuance burn that destroys a rising share of validator rewards as the staking ratio climbs, hitting a 100% burn (zero net issuance) at roughly 60.25 million ETH staked (~50% of supply), phased in over 18 months to prevent overconcentration among large custodians. Aave's Stani Kulechov criticized the plan as likely to kill ETH borrowing and DeFi yield use cases, while Grayscale's Zach Pandl argued reduced inflation should be a first-order positive for ETH's price. The proposal was submitted ahead of the deadline for Ethereum's upcoming Hegotá upgrade.
Traditional bank balances are claims on institutional ledgers ("closed money") and contrast with self-custody wallets that move assets directly on public networks, making money programmable and composable. MetaMask has built this out with mUSD, a wallet-native stablecoin earning up to 6% APY through onchain lending markets with no lockup, and a MetaMask Card that holds assets in self-custody until the moment of merchant payment. ERC-7710 delegation and ERC-7715 permission requests allow users to grant scoped authority to an AI agent, and x402 extends this to machine-to-machine HTTP payments per request. Wallets are becoming the permission layer through which user-delegated agents move money.
Bitcoin has two attack vectors: Shor's algorithm threatens Bitcoin's ECDSA/Schnorr signatures, while Grover's algorithm against SHA-256 mining would require roughly 3% of the Sun's energy output, a physical barrier that makes the mining threat negligible. Approximately 6.26M BTC holds exposed public keys, with 1.7M BTC in legacy P2PK outputs immediately vulnerable to a capable quantum computer and 5.2M BTC in reused or Taproot addresses requiring migration before exposure becomes critical. Expert timelines for cryptographically capable quantum computing span 10 to 40 years, and BIP-360, introducing Dilithium post-quantum signatures under a bc1z address type, merged to the BIP repo in early 2026 with a projected 7-year full deployment window. Classical cryptanalysis is the stronger reason to upgrade now.
Golem Foundation CEO Julian Zawistowski announced Octant's next epoch will use a 100 ETH matching pool, down from prior levels, as the foundation exits its role as primary matching contributor. Golem Foundation will instead commit 5% of treasury capital proceeds to Octant for direct project grants, currently split 3% to Ethereum Labs, 1% to Ethereum Institutional, and 1% at the foundation's discretion. The restructuring shifts Octant toward thematic, results-focused rounds with higher per-user rewards, while treasury diversification into low-risk ETH-long instruments responds to declining staking yields that previously funded the program. Zawistowski hinted at GLM token utility overhauls in coming months, framing the changes around Ethereum's 11-year anniversary, as the program has distributed 5,273 ETH in grants across 13 epochs since 2023.
A hands-on test of five stablecoin neobanks (RedotPay, EtherFi, KAST, Avici, and Gnosis Pay) found EUR-to-stablecoin round-trip costs on a €5,000 test ranged from about $2 to over $130, with RedotPay's OpenPayd-powered account charging the highest effective fee (2%) and taking ~60 hours to clear, while Avici's Iron-powered account had near-zero fees but an invasive week-long KYC process. USD rails were cheaper and more uniform across providers ($2–$16 round-trip via ACH), with Bridge, Due, Noah, OpenPayd, and Monerium identified as the main vendors powering these neobanks' banking infrastructure behind the scenes.
DeFi Kingdoms will shut down DFKChain, its proprietary Layer-1 blockchain, on August 28, ending the project's self-hosted chain infrastructure.
On Visa's Q3 FY26 earnings call, an executive endorsed OpenUSD as a partner stablecoin, citing its neutral governance and shared-economics model as the mechanism to drive payment-scale adoption.
Tornado Cash logged 968 deposits on July 23, its highest single-day total of 2026, processing 29,573 ETH ($57.2M) across 110 addresses per L2Beat data.
Western Union's Stablecard lets remittances arrive as stablecoins and be spent instantly anywhere Visa is accepted.
Figma's nested folders are a long-requested feature that helps growing teams stay organized. Creating the feature required rebuilding the company's content and permissions system from scratch. The team abandoned traditional product development in favor of leading with code, blurring roles across engineering, design, and product, and replacing handoffs with ongoing collaboration and shared craft. Customer feedback from early-access programs and community outreach shaped the rollout, which is expected to reach all users within a few weeks.
Apple has asked the court for a preliminary injunction in its trade secrets lawsuit against OpenAI, arguing that it is being irreparably harmed as OpenAI continues to use allegedly stolen confidential information in its hardware development. While OpenAI agreed to stop using Apple's confidential information, preserve evidence, and halt disclosures, it refused Apple's requests for forensic inspections and comprehensive searches of its systems. Apple is also seeking expedited discovery, as OpenAI continues to publicly reject the allegations and criticize the lawsuit.
Google has removed a newly launched Google Earth feature that let users generate AI satellite images, citing screenshots violating its policies. Open-source researchers and journalists had shown the tool could produce convincing fake imagery of disasters, like fires on Iran's Kharg Island or Capitol flooding, raising misinformation concerns. Experts warned such tools threaten satellite imagery's role as a trusted verification source, especially as fake satellite images had already circulated during the US-Israel-Iran conflict.
Since AI can generate endless ideas, the real bottleneck shifts to selecting, validating, and applying judgment to those ideas, rather than producing them. A structured invention pipeline—discovering opportunities, generating concepts through methods like SIT, TRIZ, and cross-domain collision, then stress-testing, scoring, and validating—turns raw ideation into genuinely usable, defensible proposals. Invention is fundamentally about killing weak ideas and distilling survivors into a clear, actionable brief.
AI has become the first audience for much of our work, interpreting and summarizing content before people see it, which makes machine-readable structure increasingly important. However, the goal should be to optimize for AI without designing for it, as the real value of design still lies in the invisible decisions—systems, accessibility, information architecture, and judgment—that AI-generated interfaces can't replicate. The challenge is to create experiences that are easy for machines to understand while remaining focused on the humans they're ultimately meant to serve.
Vermont Tourism has unveiled its first dedicated brand identity, created by DNCO, with a custom wordmark inspired by the state's hand-painted signs, landscapes and cultural heritage. Rather than relying on generic travel imagery, the branding highlights Vermont as a "State of Inspiration," using a flexible design system to showcase its artistic community, natural beauty and local traditions. While some critics compared the logo to Comic Sans, the design's details intentionally reference Vermont's hills, roads, moonlit landscapes and folklore, making it part of a broader identity rather than a standalone logo.
Describe what you need. Watch a polished, on-brand deck appear in seconds. Iterate by chat. Export to PowerPoint, Google Slides, or as a PDF.
Repaint is an AI website builder. Paste in your current URL, tell it what to keep or change, and get a new site in minutes.
Autograph is a drag-and-drop motion design tool for all types of creators. You can swap images, video, and audio, and Autograph will handle the rest.
Frictionless design is often forgettable and meaningless, while friction can bring memory, reflection, connection, and personal growth back into experiences. Embracing friction, rather than eliminating it, is the path toward greater awareness, transparency, and growth.
Runtime-assembled AI interfaces require a fundamental shift in design thinking, not just new tactics. Rather than shipping fixed screens, designers must move toward outcome-oriented thinking—defining goals, constraints, and rules for generation, much like an improv director shaping a scene instead of scripting every line. This essay outlines ten outdated design instincts to unlearn, replacing assumptions like "same input, same output" with approaches suited to radically adaptive, agent-driven interfaces.
Adoratorio Studio rebranded luxury eyewear retailer Indice for its 10th anniversary by repositioning it as "The Eyewear Lounge"—a welcoming, culture-driven destination rather than a traditional optical store. Inspired by the shop's interiors, the new identity features a flowing logo based on the curves of a De Sede sofa (which also resembles an eyelash), a muted color palette drawn from the space itself, and a mix of expressive typography and soft film-style photography. The result is a brand system that reflects the store's atmosphere of craftsmanship, intimacy, and slow, considered shopping, making the visual identity feel like a natural extension of the physical experience.
Epics and user stories often spark pointless arguments that muddy clarity.
Anthropic's $1.5 billion settlement with authors, over pirated books used to train Claude, sounds like a major win but changes little for creatives.
Illustrator Anna Karetnikova creates richly detailed, emotionally expressive illustrations inspired by Slavic folklore, everyday life and traditional drawing techniques, inviting viewers to slow down and discover layered stories.
The new GPT-Live voice system integrates continuous speech processing, enabling full-duplex communication that eliminates the need for traditional turn-based dialogue detection. Its architecture is designed for low-latency performance, with audio streaming and asynchronous delegation that allow deeper reasoning without interrupting the flow of conversation.
The management of AI-generated pull requests can be improved on GitHub now by structuring them into smaller, reviewable components known as stacked pull requests. This allows for the decomposition of large features into manageable layers, each addressing a single concern.
Case folding is an operation in text processing that makes sure strings differing only in case are treated as equal, but achieving this quickly at scale is a challenge. GitHub's code search engine, Blackbird, efficiently implements case folding by using a branch-free loop and byte-space arithmetic, enabling it to process ASCII characters at speeds exceeding 45 GiB/s on a single core.
The future of software development will have automatic coding generated from high-level formal specifications rather than conventional written code. While this shift presents opportunities for improved software security and adaptability, it also requires changes to current development practices and a move away from viewing legacy code as a lasting resource.