All Updates
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March 19, 2026
AI Compute Joins Salary as 4th Pillar
Silicon Valley firms add AI compute budgets as fourth compensation element with salary, bonus, equity. Engineers negotiate token budgets amid scarcity. Experts foresee token pay by 2026, potentially 20% of costs.
Tencent Skimps AI Capex, Prioritizes Shareholders
Tencent's 2025 capex at 792B CNY barely grew despite AI race, citing GPU shortages while renting compute. Contrasts ByteDance (1600B) and Alibaba (1000B+ yearly); funnels savings to 800B HKD buybacks/dividends. Bets on marathon strategy over sprint, leveraging existing moats.
AI Reshapes Home Tech at AWE 2026
AWE 2026 showcases AI deeply integrating into home life, from Sony's 360VME spatial audio system personalizing soundscapes to Orka's O1 Pro AI hearing aid with noise cancellation. HiSilicon's AI piano demonstrates edge computing for real-time instrument simulation. The expo highlights shift to proactive, single-device AI over full-home systems.
World's Smallest Chip Atomic Clock Unveiled
Wuhan University team achieved a breakthrough in quantum precision measurement with the world's smallest chip atomic clock. Measuring just 2.3 cm³—fingernail-sized—it boasts accuracy of only 1 second error over 30,000 years. This strengthens high-precision time benchmarks for national key sectors.
Volga Rust Rewrite for Real-Time AI/ML
Volga is an open-source data engine tailored for real-time AI/ML pipelines, recently rewritten in native Rust from a Python+Ray prototype. It leverages Apache DataFusion and Arrow for unified streaming, batch, and request-time compute, eliminating complex infrastructure like Flink or Spark. Key features include SQL-based pipelines, S3-backed state storage, ML-specific aggregations, and long-window support.
China Embodied Robots Sales Up 13%
China's Ministry of Commerce reports 13% sales growth for embodied intelligent robots in Jan-Feb 2026. This follows strong demand for smart products, with smart glasses up 1.8x and appliances growing 3.3-17.8%. Policy incentives boost green and intelligent consumption.
KoboldCpp 1.110: Music Gen & Voice Cloning
KoboldCpp celebrates its 3-year anniversary with version 1.110, introducing native high-quality Qwen3 TTS (0.6/1.7B) supporting voice cloning and Ace Step 1.5 for music generation. A demo video showcases these features, including an epic music piece. Download available on GitHub.
Qwen3.5 Leads in Knowledge Density
Poster highlights Qwen3.5 series, especially 27B, outperforming rivals like Minimax M2.7 and Mistral Small 4 in knowledge density per Artificial Analysis benchmarks. Questions what techniques, possibly RL scaling, make Qwen superior in size-to-performance ratio. Community praised for pushing above weight since v3.
Samsung's $73B Chip and AI Push in 2026
Samsung Electronics plans to invest over 110 trillion won ($73.3 billion) in capital expenditure and research in 2026. The spending will expand memory chip capacity and explore AI fields.
Multiverse Launches Compressed AI App & API
Multiverse Computing has compressed AI models from OpenAI, Meta, DeepSeek, and Mistral AI. The company launched an app to showcase these models' capabilities and an API to make them widely available, pushing compressed AI into the mainstream.
NVIDIA Delivers First DGX GB300 Personally
NVIDIA CEO Jensen Huang personally delivered the first DGX GB300 AI supercomputer to Kapasi. This marks the initial rollout of NVIDIA's latest high-performance AI infrastructure system. The event underscores the excitement around the new GB300 platform.
SkyReels-V4 Tops Global Text-to-Video Ranking
Kunlun Tech's SkyReels-V4 model has secured the top position globally in the 'Text to Video (With Audio)' category on the Artificial Analysis leaderboard. It outperforms major competitors including Kling 3.0, Google Veo 3.1, and OpenAI Sora 2.
Feishu Launches One-Click Agent Creator
Feishu releases native '龙虾' and enterprise Agents on March 19. aily enables context-aware Agents from simple creation; 妙搭 builds systems via natural language. Multi-dim tables support Agent collab for data, dashboards, workflows.
Robot Grads Lag as Jobs Shift to Embodied AI
Vocational students trained in basic industrial robots face job mismatches as industry demands embodied AI skills. Top unis like Tsinghua launch embodied intelligence programs emphasizing perception-decision loops. Gap widens between basic automation education and adaptive robot needs.
AI Turns Individuals into Super Companies
The fourth wave of individual economy surges with AI, enabling One Person Companies (OPC) via agents and LLMs. Over 12M OPCs in China show 47% growth, handling full business cycles solo. Shanghai leads with policies and local models like MiniMax.
Tencent Ends Old World, Shifts Investments
Tencent's traditional era has concluded. Its core investment tasks are updated, fundamentally altering its investment logic going forward.
Inference Compute Explodes 10,000x Globally
Global AI inference computing has surged 10,000 times. The industry is restructuring to prioritize more efficient inference capabilities.
AI Aversion Glossary for Skeptics
The Register's opinion piece offers a humorous glossary of terms describing levels of AI aversion, from mild 'AI vegetarian' to extreme 'hater'. It contrasts these with pro-AI labels like 'bot-licker', 'prompt-fondler', and 'ChatNPC'. The article pokes fun at the polarized views on AI.
JinKong Power Skips Compute-Power Synergy
JinKong Power states no specific business in 'compute-electricity synergy' new infrastructure. Focus remains on deepening existing core operations. Shared via interactive platform.
AI球球 Calls for Open-Source BCI
AI球球透過直播向全人類喊話，倡導開源腦機介面以推動開源科技文明發展。它自稱為開源腦機而戰，呼籲全球共同參與此一運動。