Clarity-1 proved sustainable orbit operations in VLEO, validated its mid-size, high-performance Precision bus, and validated 98% of the technology required to capture 10 cm resolution visible imagery and 2-meter thermal infrared imagery.
Apple plans to unveil a Gemini-powered Siri assistant in February, leveraging Google's AI models to enhance task completion using user data. An even more advanced version that offers more conversational capabilities akin to ChatGPT will be revealed at the Worldwide Developers Conference in June. This development marks a shift in Apple's AI strategy following key leadership changes and its partnership with Google.
OpenAI is adding a dedicated shopping cart section to ChatGPT. It will serve as a centralized space for reviewing selected items and finalizing purchases. The company is also adding support for personal responses in temporary chat sessions to balance privacy with customized assistance. There is no clear timeline for public availability of these features.
Codex CLI is a cross-platform local software agent designed to produce high-quality, reliable software changes while operating safely and efficiently on users' machines. This is the first part in a series of posts that explores how Codex works. It focuses on the agent loop, which is the core logic responsible for orchestrating the interaction between the user, the model, and the tools the model invokes to perform work. The post provides a view into the role the Codex harness plays in making use of a large language model.
Building AI agents for financial services requires rigorous technical infrastructure and data normalization to avoid costly errors. Key insights include the essentiality of sandbox environments for secure multi-step workflows and the transformation of raw financial data into structured, searchable context through markdown and metadata. Skills systems, using markdown instead of code, allow dynamic, user-specific instructions for models, which is crucial as AI models rapidly improve and reduce the need for complex scaffolding.
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Large language model inference is hard. The primary challenges are memory and interconnect rather than compute. This paper highlights four architecture research opportunities: High Bandwidth Flash for 10X memory capacity with HBM-like bandwidth, Processing-Near-Memory and 3D memory-logic stacking for high memory bandwidth, and low-latency interconnect to speedup communication. The paper focuses on datacenter AI, but it also reviews the architectures' applicability for mobile devices.
TTT-Discover applies reinforcement learning during inference, allowing LLMs to adapt to each task on the fly. It sets new performance benchmarks across math, biology, algorithms, and GPU kernels.
Stable-DiffCoder introduces block diffusion continual pretraining for code LLMs, showing performance gains over autoregressive models across several programming benchmarks, especially for editing, reasoning, and low-resource languages.
One CEO of a frontier AI lab might say AI will replace all software engineers within the next few months, while another will say that current AI systems are nowhere near human-level intelligence. Neither is probably lying, they're just making statements that benefit their businesses. AI executives aren't neural experts. The truth is usually somewhere in the middle.
Clawdbot is an autonomous AI agent that runs locally and can execute real actions, not just generate text. Some features work immediately out of the box, like file management, basic research, and document processing, while advanced automations require hours or days of setup.
Big Iron Bits is a 12-episode series of shorts following a CIO trying to kill the mainframe - only to learn why that's a terrible idea. Office hijinks, myth-busting, and surprising clarity. Start watching
Claude Chic is an alternative to Claude Code that visually organizes the message stream for legibility, organizes concurrent work trees, runs many sessions from the same window, and contains loads of quality-of-life features.
Recent evaluations show models like Claude Sonnet 4.5 can perform multistage penetration attacks using only standard open‑source tools, lowering the barrier to autonomous exploitation.
FolioLM extends NotebookLM's capabilities directly into the browser, allowing users to query and transform web content accessed via tabs, bookmarks, and history.
Certain psychological and social dynamics emerge when a small group of people convince themselves they have discovered a truth so important that normal ethical constraints no longer apply to them.
Ahead of next week's Senate Agriculture Committee markup, Democrats filed amendments to the market structure bill including a proposed “Digital Asset Ethics Act” that would bar senior officials (president/VP/lawmakers) from certain digital-asset transactions, plus a proposal to delay the bill's effectiveness until the CFTC has at least four commissioners. The bill's path still depends on bipartisan support (60 votes), and Senate momentum has been complicated by parallel Banking Committee frictions after Coinbase pulled support over issues like tokenized equities, DeFi treatment, SEC/CFTC roles, and stablecoin rewards.
BlackRock is positioning Ethereum as the primary beneficiary of real-world asset tokenization growth, with the network currently hosting 66% of all tokenized assets compared to distant competitors like BNB Chain (10%) and Solana (5%). JPMorgan launched its first tokenized money market fund on Ethereum, Morgan Stanley filed for an Ethereum ETF, and BlackRock's own iShares Ethereum Trust holds $11 billion in assets. This institutional validation comes despite ETH trading 40% below its August all-time high, suggesting TradFi players are prioritizing Ethereum's infrastructure advantages for regulated tokenization products.
The Ethereum Foundation (EF) has formed a dedicated post-quantum security team, led by cryptographic engineer Thomas Coratger, elevating quantum resistance to a core strategic priority as timelines accelerate. To fund the effort, EF announced a $1 million Poseidon Prize to harden a critical ZK hash function, adding to a separate $1 million Proximity Prize for broader post-quantum cryptographic research. The move follows growing industry concern around quantum threats, with active post-quantum devnets already running and Ethereum positioning itself for a smoother migration than Bitcoin due to its account abstraction roadmap.
Euler scaled to over $4 billion in deposits across multiple ecosystems in 2025, launching products like EulerSwap and EulerEarn, but identified UX gaps around risk transparency and curator accountability. The 2026 roadmap pivots toward institutional adoption with ERC-4626-compatible lending markets featuring predictable rates, RWA tokenization with built-in compliance frameworks, and partner-focused infrastructure including APIs and white-label solutions. Euler aims to be the foundational "credit layer of the internet," bridging DeFi-native participants and traditional financial institutions through programmable, permissionless lending infrastructure.
The last two years of intensifying public hostility toward the crypto sector stemmed from self-inflicted reputational damage across successive hype cycles – 2017's ICO boom, 2020's DeFi/NFT wave punctuated by LUNA and Celsius collapses, and 2023-24's memecoin speculation. There is a generational shift where younger demographics are increasingly rejecting crypto's speculation-focused culture in favor of physical experiences and tangible collectibles. The industry's persistent prioritization of short-term speculation over utility-building has systematically alienated potential users.
Neynar is acquiring control of the Farcaster protocol, clients, and Clanker operations from Merkle. Clanker's team, including founder Jack Dishman, will join Neynar after Merkle's 5+ year development period. The company's strategy centers on enabling builders to achieve recurring revenue through Farcaster's "scenius" community that has driven key innovations like Frames, Degen, and Warplets, while maintaining composability across applications with integrated crypto rails for global transactions and asset issuance. Neynar pledges no immediate changes to existing products and commits to preserving the network's open architecture so builders retain ownership of its distribution channels.
Prediction markets struggle with biased human resolution, evidenced by disputed Venezuela and Ukraine contracts. Committing specific LLM versions and prompts to the blockchain ensures manipulation resistance and credible neutrality. This automated approach solves scaling bottlenecks, providing transparent, predictable outcomes for markets exceeding 200 million dollars in volume.
B2B stablecoin rails bypass $25 trillion in inefficient correspondent banking, slashing 3-4% cross-border friction. While consumer rewards stall retail adoption, USDC settlement via Bridge and BVNK boosts mid-market EBITDA by 13-19%. July 2025's GENIUS Act provides the legal clarity necessary for this massive treasury transformation.
Apple has quietly expanded John Ternus's remit to act as executive sponsor for all design, giving him greater strategic influence. Design leaders will still formally report to Tim Cook. The move positions Ternus as a leading internal CEO successor.
San Diego Comic-Con reversed its AI-friendly art show policy after artists publicly protested, now banning AI-generated material from the exhibition altogether. Artists Tiana Oreglia and Karla Ortiz led the backlash, arguing the policy normalized exploitative technology that threatens their livelihoods and diminishes creative spaces. The convention changed its rules within 24 hours, shifting from allowing non-sale AI art with disclosure to prohibiting any AI-created work.
Donald Trump unveiled a new entity called the Board of Peace at the World Economic Forum, complete with a shiny gold logo that closely resembles the United Nations emblem. The near-copy—featuring a gold wreath and a globe reduced to North America—has sparked online ridicule, especially since no official design rationale has been offered.
An inclusive design workshop with the Korea Disability Arts & Culture Center flipped the design process by starting from excluded users—challenging hidden “reference user” assumptions in everyday products and services. By mapping personas, journeys, emotions, and scalability across permanent, life-stage, and situational constraints, the workshop showed that designing for exclusion often creates solutions that benefit everyone and protect user independence.
UX designers face growing pressure to demonstrate business value as AI tools can now generate visuals quickly, making their strategic work appear invisible to stakeholders. Designers must translate their research, user insights, and problem-solving into measurable business outcomes by connecting user behavior to revenue and cost savings. Rather than focusing on visual execution, UX professionals should position themselves as essential troubleshooters who bridge user needs, business objectives, and technical possibilities in an AI-integrated workplace.
AI tools like Cursor and Claude Code enable designers without coding experience to build functional web applications through "vibe-coding". The guide demonstrates how to create a personal portfolio website with AI chat functionality in 48 hours and a growth design tool in 5 days, using a workflow that includes planning with Claude Code, iterating on natural language prompts, and deploying to GitHub and Vercel. Step-by-step instructions cover how to set up these tools, build projects from static sites to full web apps with authentication and databases, and deploy them with custom domains.
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Cursor AI for Figma bridges Cursor's AI capabilities with Figma via the Model Context Protocol (MCP), enabling AI-driven design workflows that don't exist natively in Figma.
New convenience brand STORRD has launched its first store in Camden, positioning itself as a radically different, more uplifting take on the “top-up” shop. Working with London agency Among Equals, the brand uses an ultraviolet purple palette, bold logo, and highly legible typography to cut through high-street clutter and make late-night convenience shopping feel safer, brighter, and more enjoyable.
Multimodal UX enables users to interact with digital products through multiple modes like touch, voice, gesture, and vision, working together naturally, reflecting how people actually behave in real-world contexts. This approach improves accessibility for over 1 billion people with disabilities and situational limitations while increasing user satisfaction through choice and control. Successful implementation requires harmonious design patterns, contextual testing in messy environments, and careful restraint as AR, VR, and AI-powered interfaces become mainstream.
Pharrell Williams unveiled Drophaus, a water droplet-inspired "future living concept" created with Tokyo-based Not a Hotel, as the centerpiece of his Louis Vuitton A/W 2026 menswear show in Paris. The compressed glass structure blurs indoor-outdoor boundaries and features the Homework furniture series, designed with intentional "ten percent imperfection" in irregular forms and textured surfaces. Williams' collection explored timelessness through reimagined menswear archetypes, using technical fabrics like reflective yarns and crystal embroidery that evoke water droplets.