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Mark Zuckerberg's restructuring creates separate teams for research, superintelligence, products, and infrastructure as Meta abandons its previous "Behemoth" frontier model to start fresh under new chief AI officer Alexandr Wang. The shake-up includes potential downsizing of the thousands-strong AI division and a strategic shift—Meta is now exploring third-party AI models after years of relying exclusively on its own technology.
Grok Imagine will enable users to generate images and short videos on the web. The feature, already accessible to mobile users, offers a dedicated gallery where people can view generations created by the model. xAI is close to releasing Team accounts, which will enable organizations to manage workspaces with isolated namespaces, dedicated chat histories, and collaborative projects. It fits into xAI's broader strategy of supporting both individual and enterprise workflows.
People from a decade ago would hardly believe that we have an abundance of supercomputers in our homes. It's now possible to conduct end-to-end experiments in a solo project with modern hardware. We're entering into a new era of personal supercomputing. This article looks at an approach to training without backpropagation on GPUs efficiently - an experiment like this used to cost researchers an insane amount of money and resources just to test the idea.
Cursor rebuilt the Mixture-of-Experts layer from scratch using CUDA and PTX, achieving a 3.5x speedup in MoE operations. This resulted in a 1.5x end-to-end training speedup on Blackwell GPUs compared to Hopper.
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Our research found that _only 21% of security leaders report having full visibility into the AI tools used in their organization_. As organizations play catch-up with AI governance, they often find they're unequipped to enforce their policies. Read the research and
Lemonade is a server that helps users run local LLMs with the highest performance by configuring state-of-the-art inference engines for their NPUs and GPUs. It supports both GGUF and ONNX models - Lemonade has a Model Manager that allows users to import custom models. Lemonade makes it easy to switch between configurations at runtime. It can be used with any OpenAI-compatible client library.
PyTorch has introduced a cache-aware Triton BF16 Grouped GEMM kernel optimized for Mixture-of-Experts models like DeepSeekv3. The implementation offers up to 2.6× speedup over baseline PyTorch loops by batching independent GEMMs into a single kernel call.
Benchmarks with high signal (ability to distinguish between models) and low noise (consistency across training steps) are far more reliable for making scaling decisions, with some benchmarks showing 32% error reduction when filtered by signal-to-noise ratio. An analysis of 900K evaluation results across 465 models suggests that quality evaluation sets matter more than large sample sizes.
NVG introduces a structured sequence-based framework for image generation, refining outputs progressively from global layout to fine details.
Claude models favor classic artists, especially jazz musicians like Herbie Hancock and Nina Simone. Reasoning models from OpenAI, xAI, and DeepSeek exhibit a bizarre preference for artists with numbers or dollar signs in their names, suggesting overly aggressive reinforcement learning may be creating unintended biases.
Databricks, now valued at over $100 billion, joins an exclusive club of private companies at this valuation alongside SpaceX and OpenAI. CEO Ali Ghodsi announced a new funding round exceeding $1 billion, with the company projecting $3.7 billion in annual revenue. This funding will support further AI product development, positioning Databricks against rivals like Snowflake and major cloud providers.
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Trump's recent openness to allowing more advanced chip sales creates a narrow window for regulatory approval.
Rami Sinno ran engineering teams at Arm before joining Amazon - Sinno will now return to Arm.
Sam Altman says the US could be underestimating China's progress and capability in artificial intelligence.
You can now build text-only conversational agents on ElevenLabs.
Fed Vice Chair for Supervision Michelle Bowman said the U.S. is at a “crossroads” and must embrace crypto and new technologies to stay ahead in financial innovation. She urged regulators to abandon an “overly cautious mindset,” noting the Fed has already scrapped its crypto bank supervision program and eased restrictions on stablecoin activities. Bowman added that Fed staff should hold small amounts of crypto to better understand the technology, comparing it to learning to ski by actually putting on skis.
Bitcoin fell 2.8% to ~$113K and ETH dropped 5.4% to ~$4.1K as traders took profits and repositioned ahead of Fed Chair Powell's Jackson Hole speech. BTC faces pressure from liquidations, while ETH's $4,200 level is a key pivot that could determine whether flows shift toward $3,900.
Circle Gateway has launched on mainnet, offering a unified USDC balance that provides instant crosschain liquidity access in under 500 milliseconds across seven supported chains, including Arbitrum, Avalanche, Base, Ethereum, OP Mainnet, Polygon PoS, and Unichain. The platform combines smart contract infrastructure with an offchain attestation service to solve fragmented liquidity issues that force businesses to pre-position USDC across multiple chains, improving capital efficiency for payment service providers, exchanges, custodians, and wallets. Gateway operates on non-custodial principles where users retain control of their funds while enabling next-block speed transfers through user signatures combined with Gateway attestations. The solution targets businesses building at scale who need fast, capital-efficient settlement across chains without the operational overhead of managing chain-specific balances and rebalancing processes.
Bullish became the first U.S.-listed company to raise over half its IPO proceeds in stablecoins, securing $1.15B across eight stablecoins, mostly minted on Solana and custodied by Coinbase. The move transforms IPO settlement from single-currency, T+2 processes to instant, multi-currency rails with liquidity provided by major issuers like Circle, Paxos, and SocGen. By proving stablecoin-based settlement at scale, Bullish signals how public equity markets may adopt crypto infrastructure for capital raising.
DeFAI (Decentralized Finance AI) will be the breakout category of 2025, addressing crypto's decade-long user experience problem where wallets remain difficult and intimidating for newcomers. The thesis centers on AI-powered crypto interfaces that allow users to execute complex operations through simple text commands like "swap my XRP for LINK" or "bridge my SOL to ETH," eliminating the need for step-by-step tutorials and dangerous seed phrase management. An example of this "net-new" application category is bankrbot, which completely reimagines crypto interaction at its core, making it accessible and safe for mainstream adoption. The investment case rests on DeFAI representing the first truly innovative crypto use case since previous cycles' DeFi, NFTs, and gaming narratives, with AI serving as the "ultimate frontend" that crypto has desperately needed.
The current bull market is driven by AI-generated liquidity rather than traditional Fed policy, with hyperscaler equity gains and capex cascading through the economy while crypto treasury companies create a reflexive loop converting equity euphoria into onchain demand. Key structural changes include ETH ETFs recording over $1 billion in single-day inflows and companies like BitMine expanding treasury strategies to $24.5 billion, creating persistent institutional buyers that previous cycles lacked. Despite macro headwinds, including sticky inflation from tariffs, labor market softening, and policy uncertainty, the analysis remains valid as long as the "AI → Retail → Treasury Company → Spot" transmission mechanism stays intact. This cycle can continue until either hyperscaler capex rolls over or ETF demand stalls, making it fundamentally different from the Fed-driven liquidity cycles of 2021.
A prominent crypto influencer explains their evolution from being anti-tokenization to embracing it with strict principles, arguing that the key difference between legitimate and scammy tokenization lies in transparency and the social contract rather than the act of putting things onchain itself. Clear communication about holdings, promises, and intentions, and maintaining credibility through transparent practices actually enhanced their reputation while allowing them to benefit from tokenized services. They highlight a new wave of tokenization focused on actual services like access, time, and information rather than pure speculation, comparing it to legitimate business models like selling online courses. The core philosophy presented is that onchain deployment is neither inherently good nor bad, but success depends on responsible promotion, clear expectations, and delivering genuine value rather than making grandiose promises or engaging in pump-and-dump schemes.
SharpLink's core mission is to accumulate ETH and grow shareholder value by tracking “ETH Concentration,” a metric showing how much Ethereum backs every 1,000 fully diluted SBET shares. Since launch, ETH Concentration has risen 94% from 2.00 to 3.87, meaning each share now represents more ETH despite dilution.
Over $6 billion of Ethena assets are now being borrowed and lent on Aave, some being leveraged and looped, which could cause stress to Aave's stablecoin markets if there's a depegging or other unforeseen event.
Digital Asset Treasuries have raised $15B this year, passing traditional VC funding, which has dropped 56% year-over-year to just 856 deals.
Cathie Wood's Ark Invest bought $21.2M in Bullish shares and $16.2M in Robinhood through its ARK Innovation ETF on Tuesday, marking its third straight day adding Robinhood.
SharpLink acquired 143,593 ETH at an average price of $4,648, bringing its total holdings to 740,760 ETH.
Eurovision's 2026 logo redesign, created by the European Broadcasting Union and UK agency PALS, has sparked intense backlash from fans who call it the "biggest downgrade" in the contest's 70-year history. The updated design features more rounded, juvenile typography and makes "song contest" more prominent than the main Eurovision wordmark, leading critics to compare it unfavorably to a TikTok rebrand. Fans have criticized specific details like inconsistent capitalization, with many expressing strong disapproval of the departure from the beloved 2004 design.
Adobe recognized nine universities as its inaugural Creative Campus Innovators for integrating creativity, productivity, and AI tools across disciplines through inclusive, scalable programs. These institutions are improving student retention and career readiness through innovative approaches like microcredentials, authentic assessments, and community partnerships. The programs demonstrate how creative technology integration can boost engagement, build workforce-ready portfolios, and prepare students for a digital-first world.
Spotify has launched a new “Mix” feature that allows Premium users to add custom transitions—like fades, rises, and blends—between tracks in their playlists, with additional controls for volume, EQ, effects, and timing. This update is aimed at music fans and playlist creators, supporting nearly 9 billion existing playlists and helping Spotify compete with Apple Music's upcoming AutoMix feature.
Figma celebrated its NYSE listing on July 31 with "Figma Commons," a massive public event outside the New York Stock Exchange featuring interactive experiences, local food vendors, and citywide marketing activations. The celebration included a colossal Brooklyn mural, Times Square billboards, hands-on Figma Make stations, and custom merchandise, all designed to make design feel accessible to everyone. Approximately 4,500 attendees participated in the block-party-style event, which aimed to humanize the brand and foster community connections rather than follow traditional corporate IPO ceremonies.
AI has revolutionized code generation through "vibe coding," allowing developers to create features in minutes using natural language prompts. However, this speed creates a dangerous illusion of progress, as teams mistake rapid output for genuine value creation while the fundamental challenge of understanding user needs remains unchanged. The most successful approach combines AI's development speed with rigorous user research and validation, ensuring that faster building doesn't lead to building the wrong solutions more efficiently.
With Thumbler, you can effortlessly create scroll-stopping thumbnails tailored to your videos.
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Anything is an AI agent that turns ideas into apps. Build sites, apps, tools, products, and more just by describing what you want.
AI systems are evolving from reactive chatbots to autonomous agents that can pursue goals, make decisions, and act independently without constant user supervision. This shift requires UX designers to create interfaces that maintain trust and transparency while supporting systems that operate asynchronously and may change application states without immediate user awareness. Design teams must adopt an "AI-first" philosophy, focusing on outcomes rather than traditional UI flows, and build explainability, interruptibility, and state management into experiences where users collaborate with intelligent systems that act on their behalf.
Romanian freelancer Adriana Danaila built her creative career by challenging the undervaluation of Eastern European talent and redefining her relationship with money. Through trial, error, and mindset shifts, she developed a pricing practice based on value rather than location, embraced her carpenter uncle's advice to charge more for undesirable projects, and prioritized freedom and personal passions over tying her identity solely to work.
Coder's rebrand by London agency Together positions it as infrastructure for human–AI collaboration, with the concept Open to Build welcoming all creators, a versatile cursor-inspired mascot called Blink, and a clean, minimal identity system designed to resonate with both developers and enterprise leaders.
This compilation of 36 robot fonts showcases typefaces that capture futuristic aesthetics through angular letterforms, geometric precision, and technological embellishments.
YouTube's new AI guidelines require creators to add meaningful human input to monetize AI-generated content, protecting authentic creators from being overwhelmed by low-quality synthetic material.
Gaia Alari creates myth-inspired, childlike yet elegant illustrations and animations that blend figurative and abstract movement, capturing emotions beyond words for artists like Alessia Cara, Porridge Radio, and Coldplay.
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Delve ran 4 ads across 2 TLDR newsletters and brought in 66 leads, with a meaningful chunk from enterprise. The result: $1M in attributed pipeline and a 52x ROI.
Databricks announced a new funding round that valued the company at over $100 billion, surpassing last year's $62 billion valuation. CEO Ali Ghodsi revealed the round exceeded $1 billion, enabling investment in AI-driven products. Rival Snowflake anticipates $4.5 billion in annual revenue, with a market cap of $65 billion.
Saronic is positioning itself in the defense-tech sector with autonomous surface vessels, securing $600 million in Series C funding and targeting military contracts amidst a US Navy shipbuilding crisis. Despite some skepticism about its strategy, Saronic focuses on landing smaller contracts and developing prototypes to eventually secure a major program of record. The company's revenue projections for 2025 have jumped to $400 million. It plans to expand beyond the DoD to clients like the Coast Guard and international allies.
Founders often mistakenly use their investor pitch deck for customer marketing, ignoring that investors and customers have different priorities. Effective early B2B marketing requires tailored messaging that focuses on a specific audience's immediate needs, not the broad vision in a pitch deck. Translate pitch deck messages into clear customer-focused website content by addressing specific pain points, differentiating the product, and building trust with social proof. Ensure communication is relevant, precise, and customer-centric.
Six founders who went viral share how they turned product launches into millions of views and instant waitlists. The pattern across all winners? Show, don't tell, make viewers say "I can't believe this didn't exist," and treat launches as weapons, not your end goal. Silicon Valley now treats B2B software like entertainment products because everyone's fighting for attention. Early investors literally write checks based on viral tweets - social media has become social currency.