eve
30 articles about eve in AI news
Claude Code vs. eve: Ora's Live-Site Benchmark Shows 7% Fewer Steps
Ora's benchmark shows Vercel's eve beats Claude Code with 7% fewer steps and 2x native success on live sites. Claude Code users should evaluate eve for web-integration tasks.
Papers with Code Adds Chat with PDF on Every Paper Page
Hugging Face's Papers with Code adds native PDF chat to every paper page. Niels Rogge announced the feature on X, positioning it to displace standalone PDF chat tools.
NIQ reports 34% AI-native revenue growth as agentic commerce product nears
NIQ reported 34% AI-native revenue growth as its agentic commerce product nears launch. The move signals agentic AI is maturing in retail data, with NIQ competing against Google and Alipay in this emerging category.
Musk: xAI to Hit 10GW Compute, $300-500B Revenue by 2027
Musk told SpaceX staff xAI will hit 10GW by 2027, projecting $300-500B revenue. The 7x expansion faces unprecedented supply chain and monetization challenges.
Nvidia to Invest Up to $3B in Stargate Power Developer Lancium
Nvidia to invest up to $3B in Lancium, Stargate's power developer, per The Information. Deal signals Nvidia's move into energy infrastructure.
Shepherd: Stanford's Git-Like Reversible AI Agent Runs
Stanford's Shepherd makes agent runs reversible via Git-like commits and syscall-level permissions. Copy-on-write forks are 5x faster than docker commit with 95% KV cache reuse.
Havaianas Debuts First-Ever Heeled Silhouette at Copenhagen Fashion Week
Havaianas debuted its first-ever heeled silhouette at Copenhagen Fashion Week, marking a significant expansion beyond its classic flip-flop lineup. Pricing, release date, and materials remain undisclosed.
AMD 2Q26: Revenue Hits Record $11.54B, DC Segment Doubles
AMD reported record 2Q26 revenue of $11.54B, up 50% y/y with 56% gross margin, as data center segment revenue is set to more than double year-over-year.
Opus 5 Backlash Signals Anthropic's Souring Developer Mood
Opus 5 launch draws harsh developer criticism per X post, signaling Anthropic's eroding technical brand amid competitive pressure.
BEAMS 50th Anniversary: First-Ever Teatora Patterned Pieces
BEAMS partners with Teatora for 50th anniversary, releasing first-ever patterned pieces from the workwear label. Details on pricing and availability remain undisclosed.
Nike and Zellerfeld Reveal 3D-Printed AirWorks Concept by Motoi Hatsuki
Nike and Zellerfeld revealed a 3D-printed AirWorks concept by Motoi Hatsuki. The fully printed sneaker signals Nike's push into on-demand additive manufacturing, though no release plans were disclosed.
Travis Scott's Nike Odyssey Sneakers: Exclusive Cast Gifts Revealed
Travis Scott revealed exclusive Nike sneakers for 'The Odyssey' cast, per WWD. The non-retail drop signals a gifting strategy over commercial sales.
METR's 'Expenditure Horizon': AI Agents Break Even at $3,300
METR's expenditure horizon metric shows AI agents break even at $0–$3,300 on NanoGPT, vs $2,500 per 1% speedup for humans. GPT-5 and Opus-4.1 pro lead, but blind spots remain.
NIQ Report: AI Personalization Boosts Retail Revenue 10-30%—Here’s How
NIQ reports AI in personalized shopping boosts retail revenue 10-30% by transforming product discovery via predictive analytics. This matters as retailers seek competitive edge through customer experience.
Fujitsu Develops AI Agent to Collaborate with Store Managers for AEON Food
Fujitsu developed an AI agent for AEON Food Style to assist store managers with strategic operations, improving decision-making for inventory and staffing. This matters for retail AI as it demonstrates practical agentic AI in real-world store management.
Levi's Q2 Revenue Up 8% to $1.47B, Women's Segment Leads
Levi's Q2 revenue rose 8% to $1.47B, led by 11% women's growth and supply chain margin gains.
Anthropic ARR Hits $69B, Daily Revenue Growth Accelerates to $550M
Anthropic ARR hits $69B per Yipit, daily revenue growth accelerates to $550M. Secondary market valuation reaches $1.2T.
Reverse-engineering Nvidia's cuda-checkpoint reveals 70x cold-start speedup path
Reverse-engineering Nvidia's cuda-checkpoint reveals PCIe bandwidth underutilization. The tool enables up to 70x faster cold starts for GPU servers, critical for AI inference scaling.
ByteDance Finds AI Agents Double Learning Speed Every 3 Months
ByteDance's Seed AI team discovered that AI agents double learning speed every three months via real-world interaction, per a Thursday paper. EdgeBench benchmark with 134 tasks ≥12 hours each underpins the finding.
LLMs Spontaneously Develop Human-Like Brain Regions for Language, Math
LLMs spontaneously develop human-like brain regions for language, math, physics, and social reasoning, per @LiorOnAI. Two optimization processes converged on the same solution.
Cargo thieves steal $1.3M in AI data center gear
Cargo thieves stole $1.3M in AI data center gear, targeting GPU shipments. Thefts expose supply chain vulnerability as AI hardware demand surges.
AI Data Center Scale Doubles Every 7 Months, Epoch Finds
Epoch AI finds AI data center scale doubles every 7 months, driven by Google, Microsoft, and Amazon investments. This accelerates beyond the earlier 12-month cycle, raising training cost projections to $10 billion by 2028.
Micron Profit Surges 15-Fold; HBM4 Revenue Tops $1B
Micron profit surged 15-fold to $4.2B as HBM4 revenue topped $1B, with gross margin near 85%.
Anthropic's CB-2 Gap Shows Biorisk Thresholds Need Intermediate Warning Levels
Anthropic deployed protections for Mythos 5 despite CB-2 not being crossed. The gap reveals a structural bias in biorisk thresholds that intermediate warning levels could fix.
OpenAI Q1 revenue triples to $5.7B but burns $3.7B
OpenAI Q1 revenue tripled to $5.7B but cash burn also tripled to $3.7B. Stock compensation hit $2.3B. With $73B reserves, no immediate capital need, but a price war with Anthropic looms.
Mirage Probes Paper Reveals Two Distinct VLM Failure Modes
Mirage Probes paper reveals VLMs have two distinct failure modes—textual biases and spurious images—requiring different mitigations. Text cleaning only fixes one; the other needs representational interventions.
Huawei HarmonyOS 7 Ships 2,100 System-Level AI Agent Capabilities
Huawei launched HarmonyOS 7 with Xiaoyi as a system-level AI agent exposing 2,100 capabilities, shifting from app-centric to intent-driven interaction.
OpenRouter Fusion API Claims Fable-Level IQ at Half the Cost
OpenRouter's Fusion API routes queries across providers to match Fable-level intelligence at half the cost, per company claims. No third-party benchmarks disclosed.
Claude Desktop Spawns 1.8 GB Hyper-V VM on Every Windows Launch
Claude Desktop spawns a 1.8 GB Hyper-V VM on every Windows launch due to 2,689 stale session files, consuming 11% of RAM.
111-Page Survey Maps 5 AGI Levels: Responder to Ecosystem
111-page survey from US/China labs defines 5 AGI levels, argues epistemic exploration — not better answering — is key. Challenges scaling orthodoxy.