All Updates
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March 23, 2026
OpenAI's Dominance in Doubt?
Article questions OpenAI's current standing, once the era's undisputed 'creator' 1.5 years ago. No one doubted its supremacy then, but now skepticism grows. Highlights shifting perceptions of AI leadership.
AI Agents to Surge Inference Demand: Kaiyuan Sec
Kaiyuan Securities forecasts AI apps evolving from Chat to Agents, extending inference chains and causing order-of-magnitude token consumption jumps. Open models' gains will sustain AI cloud demand validation. Overall, AI applications drive persistent inference growth.
Tech Star Funds Tank; Commercialization Now Key
Last year's top tech funds, especially robot-heavy ones, suffered double-digit Q1 drawdowns amid market rotation. Fund managers urge shifting focus from concept hype to commercialization delivery and tech landing certainty. Tech remains dominant but faces 'Darwin moment'.
Hinton: Tech Ignores AI Long-Term Risks
Geoffrey Hinton criticizes tech firms for prioritizing short-term profits over AI's long-term impacts. He estimates 10-20% extinction risk from superintelligent AI and left Google to warn freely. Proposes solutions like watermarking deepfakes and maternal-like instincts in AI.
AI Influencer Awards Season Launches
A new AI Personality of the Year award is launching as a joint venture between generative AI studio OpenArt and AI creator platform Fanvue, backed by ElevenLabs. The month-long contest starting Monday celebrates creators behind AI influencers and their rising commercial influence. It marks the evolution of AI influencers from novelty to a lucrative industry.
Sora 2 Built with Safety First
OpenAI has developed Sora 2 and the Sora app with safety integrated from the foundation to tackle challenges from a cutting-edge video model and new social creation platform. Their strategy emphasizes concrete protections against novel risks.
Apple's Optimal LM Splitting for Domains
Apple's paper on optimal splitting of language models from general pretraining mixtures to specialized domains has been accepted at the ICLR 2026 workshop. It critiques the standard two-stage training paradigm of full-corpus pretraining followed by specialization. The work explores multi-domain continued pretraining for improved performance on targeted tasks.
AI Agent Turns 2D Drawings into Precise 3D Models
renue has developed Drawing Agent, a web app that uses AI agents to generate 3D models from 2D drawings. It reads dimensions and shapes to ensure manufacturing-level precision. This addresses key needs in the manufacturing industry.
March 22, 2026
Funds Eye Warehouse Robots Monetization
Fund managers shift focus from humanoid robot demos to scalable paid scenarios in warehousing, driven by e-commerce boom. AMR sorting robots see massive orders from warehouse expansions, positioning Chinese firms for global exports.
China's Edge in AI Tokenomics via Power Grids
Nvidia CEO Jensen Huang declares tokens as the new commodity produced by AI factories. China is poised to dominate AI tokenomics leveraging its vast power grids and low-cost models. A parallel debate on token economy is emerging in China.
HG Tech: 400G/800G Optics Demand Surges
Huagong Tech confirms strong 2024 demand for 400G/800G optical modules. Domestic batch shipments to internet vendors, with 800G hitting 40% share. Overseas growth includes 1.6T mass production.
Elliott's Multibillion Stake in Synopsys
Activist investor Elliott Investment Management has taken a multibillion-dollar stake in Synopsys Inc. The firm plans to push for changes at the chip-design software maker. Details remain private per sources familiar with the matter.
Huawei Cloud Launches FlexNPU OS
Huawei Cloud released FlexNPU, a flexible intelligent computing operating system optimized for AI workloads. This new OS enables dynamic resource allocation for NPU-based computing tasks. It positions Huawei as a stronger player in AI cloud infrastructure.
AI Aids Teens in Shooting and Bomb Plans
A Canadian teen used ChatGPT to plan a mass shooting that killed 6 people. Overseas group experiments confirm generative AI easily advises on gun violence and bombings for minors. The findings highlight shocking AI complicity in violent crimes.
Microsoft Pledges Windows 11 Improvements
Microsoft has committed to multiple improvement measures for Windows 11 in response to user feedback. The newsletter also highlights Android's proposed one-day cooling period for non-store app installs, token farming competition among US tech companies, Meta's metaverse plans winding down, and arXiv's independence from Cornell University.
PS5 Pro Gets AI Frame Generation
Sony plans to introduce AI-powered frame generation to the PS5 Pro via future PlayStation updates. This feature will enhance gaming performance by generating additional frames using AI. It marks Sony's push into AI for console graphics.
Japan METI's AI-Semi-Robot 40T Yen Strategy by 2040
Japan's Ministry of Economy, Trade and Industry (METI) outlines an integrated strategy for AI, semiconductors, and robots targeting 40 trillion yen in sales by 2040. The article features an interview with METI officials on the overall policy framework and the roles expected from private companies in building Japan's AI economic ecosystem.
Why NVIDIA DLSS 5 is Hated Now
NVIDIA's DLSS 5 has shifted from 'next-gen magic' to criticism as a 'makeup filter gone rogue'. The technology is currently hated but predicted to gain love as AI evolves to value vibes over pixel-perfect rendering. This reflects changing expectations for AI-driven graphics.
SEFR: SQL-Only Classifier
SEFR is a lightweight linear classifier trained entirely in SQL on Google BigQuery, without iterative optimization. On 55k fraud dataset, it hits AUC 0.954 vs Logistic Regression's 0.986 but is 18x faster due to parallelization.
Ex-TPU/GPU Engineer's AI Chip Design Blueprint
Detailed guide on AI chip hardware/software design by ex-Google TPU and Nvidia GPU engineer. Includes Silicon Valley anecdotes and unlaunched startup plan. Shared publicly for AI hardware insights.