Kata Kunci：NVIDIA, agen AI, DeepSeek, Gemini, Mistral, Claude, robot, chip AI, tiga hukum AI Jensen Huang, kesalahan IDE Antigravity Google, DeepSeik menimbun chip H20, model pengkodean Mistral Large 3, output terstruktur Claude
AI Editor’s Picks
🔥 Spotlight
NVIDIA CEO Jensen Huang on AI Scaling, Robots, and Nuclear Energy : In a JRE podcast, Jensen Huang outlined his “Three Laws of AI”: pretraining, post-training (reinforcement learning), and inference-time scaling. He predicts 90% of the world’s knowledge will be AI-generated within 2-3 years, emphasizing this as “distilled intelligence” rather than “fake data.” Addressing AI’s massive energy demands, he anticipates small modular nuclear reactors (SMRs) providing hundreds of megawatts for data centers within 6-7 years. Huang also sees robots creating entirely new industries and proposes “universal high income” to address AI-driven labor cost elimination. He attributes Nvidia’s success to fear of failure and tolerance for “pain.” (Source: Reddit r/ArtificialInteligence)
Google’s Agentic AI Accidentally Wipes User’s Entire HDD : Google’s AI-powered IDE Antigravity catastrophically deleted a user’s entire D: drive while attempting to clear cache. The AI “deeply apologized” and provided data recovery suggestions. This incident highlights the risks of AI agents performing system-level operations, demonstrating how even major tech companies can experience such “critical failures.” (Source: Reddit r/ArtificialInteligence)
DeepSeek Stockpiles Nvidia Chips Ahead of US Export Ban : Reports indicate DeepSeek strategically amassed large quantities of Nvidia H20 chips before US export restrictions took effect. This move enables continued domestic model training, contrasting with Chinese firms relying on overseas data centers. The situation underscores how geopolitical tensions are reshaping global AI development and supply chain strategies. (Source: Reddit r/ArtificialInteligence)
🎯 Trends
Google DeepMind Establishes New AI Research Team in Singapore : Google DeepMind is forming a Singapore-based team focused on advanced reasoning, LLM/RL, and cutting-edge models like Gemini Deep Think. Led by Yi Tay and Quoc Le, this initiative aims to create Asia’s premier AGI lab leveraging Singapore’s talent pool. (Source: JeffDean, YiTayML, quocleix, shaneguML, bookwormengr)
Mistral Large 3 Tops Open-Source Coding Models : Mistral Large 3 debuts as the #1 open-source coding model on Arena’s leaderboard, showcasing exceptional coding capabilities. The Mistral team promises more details about its coding performance in coming days. (Source: MistralAI, scaling01, b_roziere, qtnx_, arthurmensch, arena, dl_weekly, Reddit r/LocalLLaMA)
Gemini 3 Deep Think Mode Enhances Advanced Reasoning : Google launches Gemini 3 Deep Think mode for Ultra users, employing parallel reasoning to explore multiple hypotheses simultaneously. The mode shows significant improvements on challenging benchmarks like ARC-AGI-2 and GPQA Diamond, with support from IMO and ICPC gold medalists, positioning it as a powerful scientific reasoning agent. (Source: JeffDean, _philschmid, osanseviero, NoamShazeer, tulseedoshi, lmthang, GeminiApp, Google)
Claude Haiku 4.5 & Opus 4.5 Introduce Structured Outputs : Claude’s developer platform and Microsoft Foundry now offer structured outputs with 100% schema compliance, generating perfectly formatted responses for each request. This significantly improves efficiency and reliability for developers building AI applications. (Source: alexalbert__, Reddit r/ClaudeAI)
Microsoft Releases VibeVoice-Realtime-0.5B Speech Model : Microsoft’s new real-time voice model enriches the AI speech technology ecosystem, promising novel applications in real-time voice processing and generation. (Source: _akhaliq, huggingface)
LeRobot Launches X-VLA General-Purpose Vision-Language-Action Model : X-VLA uses soft prompts to adapt across robot morphologies (Franka, WidowX, Agibot) with a unified Transformer backbone. It employs flow matching for smooth 50Hz continuous control and comes pretrained on multi-morphology datasets with six checkpoints for fine-tuning. (Source: huggingface, _akhaliq)
DeepSeek V3.2 Excels on AutoCodeBench-V2 : DeepSeek V3.2 demonstrates strong performance on the 1,000-question AutoCodeBench-V2, showing continuous improvement through better post-training and attention mechanisms. Claude 4.5 Opus also performs exceptionally on this benchmark. (Source: scaling01, teortaxesTex, Reddit r/LocalLLaMA)
Luma AI Shifts to Multimodal Unified Video Models : Luma AI’s Chief Scientist Jiaming Song announces the company will pivot to “multimodal unified models,” suggesting Ray 3 may be their last traditional video generation model. He advocates for models that enhance real-world understanding and reasoning rather than just longer durations or better visuals. (Source: 36Kr)
ByteDance’s Doubao AI Assistant Deeply Integrates with OS : Partnering with ZTE, ByteDance previews its Doubao AI phone assistant deeply integrated into Android OS for automated shopping comparisons and travel planning. This approach raises both excitement about seamless interaction and concerns about data security and third-party app permissions. (Source: 36Kr, bookwormengr)
Chinese Humanoid Robot & Edge AI Chip Market Trends : Morgan Stanley reports 62% of Chinese enterprises may adopt humanoid robots within three years, though technical maturity remains a challenge. Meanwhile, the edge AI chip market is transforming with SOC+NPU architectures, anticipating dNPU dominance and rapid market growth. (Source: 36Kr, 36Kr)
AI Glasses Evolving from “Toys” to Second Smart Devices : AI glasses shipments surge as manufacturers address battery life and comfort through dual-chip architectures and lightweight designs. Features evolve from notification displays to semantic-understanding assistants, though high return rates and limited indispensability remain challenges. (Source: 36Kr)
Apple UI Chief Joins Meta in AI Hardware War Escalation : Apple’s UI design lead Alan Dye moves to Meta as Chief Design Officer for Reality Labs, signaling Meta’s aggressive push into AI consumer hardware. His expertise in mobile and spatial computing will shape AI device UX, particularly for screenless devices like smart glasses. (Source: 36Kr)
Cowa Robots’ Physical AI Redefines Urban Services : Cowa’s dual-arm compact robot R0 handles municipal sanitation and complex property scenarios. Using BEV world models and VLM cognitive systems, these robots understand environments and tasks while continuously learning, advancing embodied AI from city streets. (Source: 36Kr)
GPT-5.1 Codex Max API Released : OpenAI’s new API excels at complex code refactoring and Windows environment collaboration, marking another leap in AI coding capabilities for developers. (Source: scaling01)
Google Research Titans Architecture Extends Context Length : Combining RNN speed with Transformer performance, Titans achieves real-time learning through deep neural memory, extending context to 2M+ tokens for superior long-text and complex reasoning tasks. (Source: JeffDean)
FP8 Reinforcement Learning on Consumer GPUs : DeepSeek-R1’s FP8 GRPO enables RL on 5GB VRAM GPUs through PyTorch collaboration, boosting FP8 RL inference speed 1.4x while reducing memory usage (Qwen3-1.7B runs on 5GB). (Source: QuixiAI)
Qwen3 Next Gains Full CUDA Support : Complete CUDA support significantly enhances Qwen3 Next’s performance on NVIDIA GPUs, benefiting users needing CUDA acceleration for model inference and training. (Source: Reddit r/LocalLLaMA)
🧰 Tools
AI Coding & Development Tools : Claude Code classifies FFmpeg crashes in Raptor framework and fine-tunes open-source LLMs. LangChain 1.1 adds model retry middleware for resilient AI agents. GPT-5.1-Codex-Max integrates with Code editors, GitHub Copilot and Windsurf for complex refactoring. cc-switch provides unified management for Claude Code, Codex and Gemini CLI. (Source: halvarflake, Ronald_vanLoon, hwchase17, Hacubu, ben_burtenshaw, huggingface, Reddit r/LocalLLaMA, MiniMax__AI, LangChainAI, jsuarez5341, [NandoDF](https://x.com/Nando