Meta AI Arrives on Mac
Meta has introduced a new Meta AI app for Mac that lets users interact with their applications through conversation. The app’s dictation feature is powered by Meta’s Muse Spark model.
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SMIC’s Record Quarter Signals AI-Capacity Pressure
SMIC reported its first $3 billion quarter, with revenue rising 36.1% year over year and net profit nearly tripling to $479.2 million. The Chinese foundry is also raising wafer prices as US sanctions strengthen demand from China’s captive AI market.
Unitree and the Embodied AI Funding Reality Check
The article examines whether Unitree can become the defining company in embodied AI amid a surge of 93.5 billion yuan in funding. It argues that embodied-AI financing is entering a more rational phase, with investor enthusiasm facing closer scrutiny.
Skanska Wins $1.2B US Data Centre Deal
Skanska has signed a $1.2 billion contract to build four data centres for an unnamed existing customer in the southeastern United States. The facilities will cover approximately 75,000 square metres, or 808,000 square feet.
Lightelligence’s Photonic Pivot: Bright Technology, Uncertain Business
Lightelligence is shifting from computing with light to connecting with light, signaling a more pragmatic focus on photonic interconnects. Despite strong investor enthusiasm following a 383.62% first-day stock surge in Hong Kong, the company faces concentrated customers, slow receivables, declining margins, and supply-chain risks.
Model Cards Alone Can’t Govern Open-Weight AI
A position paper analyzing 500 Hugging Face model cards argues that model cards alone do not provide enough information for governing open-weight foundation models. It proposes combining model cards with acceptable use policies and licenses to address safety, provenance, behavior, and enforcement gaps.
Agentic AI: Evolution, Applications, and Research Gaps
This systematic review examines Agentic AI’s historical evolution, architectures, working principles, real-world applications, adoption factors, and current challenges. It also identifies research gaps and proposes future directions, including a stakeholder adoption framework based on system-quality dimensions.
A New Complexity Scorecard for Game World Models
The paper proposes Transition Complexity Profile (TCP), a reproducible framework for measuring how difficult game-world transition prediction is at a specified interface. It evaluates branching, interaction-driven uncertainty, opponent influence, and temporal or spatial dependencies to improve comparisons across game-modeling and reinforcement-learning benchmarks.
Gemini Live Adds Voice-Driven Deep Research
Gemini Live can now start Deep Research reports through voice commands. It can work on reports in the background and let users discuss the findings when they are ready.
Nyx Opens Public Access for AI Red Teaming
Fabraix has opened public access to Nyx, an AI security red team agent for continuous testing of customer-facing AI systems. Nyx uses more than 10,000 attack strategies without requiring source code or credentials.