AI 🔬 ANALYSIS June 24, 2026

The Multi-Model Orchestration Era Arrives: How Sakana AI’s Fugu Challenges the Billion-Parameter Scaling Paradigm

On June 22, 2026, Japanese AI startup Sakana AI officially launched Fugu and Fugu Ultra—not a new foundation model, but an entirely new category: the ...

7 minutes min read

AI June 23, 2026

Anthropic: From AI Safety Research to a $965 Billion Valuation Pioneer

On May 28, 2026, Anthropic completed the largest financing round in AI history — raising $65 billion in Series H funding at a $965 billion valuation, ...

11 minutes min read

AI 🔬 ANALYSIS June 22, 2026

SubQ and the Subquadratic Attention Breakthrough: Reshaping AI's Economic Foundation

Since the Transformer architecture was introduced in 2017, the quadratic computational complexity of the attention mechanism has been the most fundame...

7 minutes min read

AI 🔬 ANALYSIS June 20, 2026

POC.HK Future Technology Weekly Digest #4 — Fourth Week of June 2026

This Week Summary The fourth week of June 2026 (June 15-20) reveals a clear structural theme across technology frontiers: infrastructure bottlenecks a...

8 minutes min read

AI 🔬 ANALYSIS June 20, 2026

AI Data Centers Hit the Grid Wall: The Structural Drivers Behind Big Tech Pivot to Nuclear in 2026

In the first half of 2026, a silent energy crisis is reshaping the geography of global AI infrastructure. Microsoft, Amazon, and Google have all signe...

8 minutes min read

AI 🔬 ANALYSIS June 19, 2026

AI Protein Language Models: From Evolutionary Screening to Computational Enzyme Creation

Proteins are the catalytic machinery of life. From the amylase that digests your food, to PETase that breaks down plastic, to CRISPR-Cas9 that edits g...

8 minutes min read

AI 🔬 ANALYSIS June 18, 2026

DiffusionGemma: Google's Text Diffusion Model and the End of Autoregressive Generation

On June 10, 2026, Google released DiffusionGemma, an experimental open model that applies text diffusion — a technique previously limited to image and...

6 minutes min read

AI 🔬 ANALYSIS June 15, 2026

POC.HK Future Technology Weekly Digest #3 — June 2026 Week 3

June 15, 2026 | POC.HK Future Technology Observatory This week's technology highlights: SpaceX completes historic Nasdaq IPO, DOE releases finalized f...

4 minutes min read

AI 🔬 ANALYSIS June 15, 2026

Genesis Mission: How the $1 Billion US-Japan AI Research Partnership Is Reshaping Scientific Discovery

On June 4, 2026, the U.S. Department of Energy and Japan's Ministry of Education, Culture, Sports, Science and Technology (MEXT) and Ministry of Econo...

4 minutes min read

AI 🔬 ANALYSIS June 14, 2026

AI Inference Economics: How the 1,000x Cost Collapse Is Reshaping the Industry

In late 2022, running GPT-4-class models cost approximately $20 per million tokens. By early 2026, equivalent performance costs approximately $0.40 pe...

9 minutes min read

AI 🔬 ANALYSIS June 13, 2026

Computing in Extreme Cold: How HKU's Cryogenic Neuromorphic Chip Bridges Brain-Inspired Computing and Quantum Computing

A research team at the University of Hong Kong (HKU) has developed a programmable neuromorphic hardware platform capable of operating near absolute ze...

9 minutes min read

AI 🔬 ANALYSIS June 12, 2026

AI Accelerates Molecular Simulations 10,000-Fold: A Computational Revolution for Drug Discovery

In June 2026, a research team at Chalmers University of Technology in Sweden published a landmark study in Science Advances: an AI model called TITO (...

6 minutes min read

AI June 10, 2026

Quantinuum's $15.7 Billion IPO: A Watershed Moment for Quantum Computing

On 4 June 2026, Quantinuum began trading on Nasdaq under the ticker QNT, pricing at the upper end of its range to raise $1.68 billion and reaching a m...

7 minutes min read

AI June 8, 2026

Jensen Huang's Seoul Diplomacy: How NVIDIA Transformed South Korea from Chip Supplier to Physical AI Strategic Partner

Jensen Huang's Seoul Diplomacy: How NVIDIA Transformed South Korea from Chip Supplier to Physical AI Strategic Partner In June 2026, NVIDIA founder an...

5 minutes min read

AI June 7, 2026

AI Weather & Climate Models: The Paradigm Shift from GraphCast to AIMIP

AI is fundamentally transforming weather forecasting and climate simulation. Traditionally, weather forecasting relied on Numerical Weather Prediction...

8 minutes min read

AI 🔬 ANALYSIS June 3, 2026

DeepSeek V4-Flash Released: A 1.5T Open-Source Model Challenges the Closed Ecosystem

DeepSeek V4-Flash Released: A 1.5T Open-Source Model Challenges the Closed Ecosystem On June 1, 2026, DeepSeek officially open-sourced its fourth-gene...

10 minutes min read

AI 📊 DATA June 1, 2026

AI Infrastructure Index

A weekly temperature check of the global AI infrastructure landscape. We track compute capacity, cloud capital expenditure, data center construction, ...

12 minutes min read

AI 🔬 ANALYSIS May 31, 2026

EU AI Act Takes Effect: A New Era of Global AI Regulation

The European Union’s Artificial Intelligence Act, the world’s first comprehensive horizontal regulation of AI technology, has officially taken effect,...

15 minutes min read

AI May 31, 2026

Tesla FSD v13: End-to-End Neural Network Takes the Wheel

Tesla has released Full Self-Driving (FSD) version 13.0 to its early access fleet, and the consensus among testers is unambiguous: this is the most si...

17 minutes min read

AI May 31, 2026

Claude 4 and Agentic AI: Native Tool Chaining and Multi-Step Reasoning

Claude 4 and Agentic AI: Native Tool Chaining and Multi-Step Reasoning Artificial intelligence has crossed yet another threshold. With the release of ...

8 minutes min read

AI May 31, 2026

DeepSeek V3 Open-Weight Release: China's 671B MoE Model Shakes Up AI

In a move that has sent shockwaves through the artificial intelligence community, DeepSeek — the ambitious Chinese AI research lab — has publicly rele...

11 minutes min read

AI 🔬 ANALYSIS May 30, 2026

Enterprise AI Agents: From Chatbots to Autonomous Workflows

Enterprise AI Agents: From Chatbots to Autonomous Workflows Enterprise AI applications are undergoing their third wave. The first was rule-based chatb...

2 minutes min read

AI 📊 DATA May 30, 2026

Open-Source LLMs 2026: The Beginning of the End for Closed Model Hegemony

Open-Source LLMs 2026: The Beginning of the End for Closed Model Hegemony If 2024 was the year open-source LLMs proved themselves "good enough," then ...

6 minutes min read

AI 🔬 ANALYSIS May 30, 2026

From Language Models to Bodies: The 2025 Industrialization Inflection Point of Embodied AI

From Language Models to Bodies: The 2025 Industrialization Inflection Point of Embodied AI Large language models can not only write poetry and code — ...

5 minutes min read

AI 📝 REVIEW May 30, 2026

The Fission Moment of AI Video Generation: From Sora to Veo, From Demo to Industry

The Fission Moment of AI Video Generation: From Sora to Veo, From Demo to Industry In 2025, AI video generation has officially transitioned from "tech...

4 minutes min read

AI 📝 REVIEW May 30, 2026

AI Coding Assistants Three-Way Battle: Copilot, Cursor, and Codex's 2025 Ecosystem War

AI Coding Assistants Three-Way Battle: Copilot, Cursor, and Codex's 2025 Ecosystem War By 2025, software development is inseparable from AI coding ass...

4 minutes min read

AI 🔬 ANALYSIS May 30, 2026

The Quantum Error Correction Era Begins: The Deep Significance of 99.9% Fidelity

The Quantum Error Correction Era Begins: The Deep Significance of 99.9% Fidelity The greatest obstacle to quantum computing's transition from academic...

~1 minute min read

AI 📝 REVIEW May 30, 2026

The Era of AI Computer Control: How Claude Computer Use Rewrites the Rules of Human-Computer Interaction

The Era of AI Computer Control: How Claude Computer Use Rewrites the Rules of Human-Computer Interaction In October 2024, Anthropic introduced an expe...

4 minutes min read

AI 📊 DATA May 16, 2026

Google Willow Chip: A Milestone on the Path to Practical Quantum Computing

Google Willow Chip: A Milestone on the Path to Practical Quantum Computing In December 2024, Google Quantum AI released its next-generation quantum co...

~1 minute min read

AI 🔬 ANALYSIS April 29, 2026

ILMA and AI-Designed Protein Drugs: First Human Validation

ILMA and AI-Designed Protein Drugs: First Human Validation In 2024, Australian biotech company ILMA published landmark clinical data: its AI de novo d...

~1 minute min read

AI 🔬 ANALYSIS April 28, 2026

The Efficiency Revolution of Open-Source Models: DeepSeek R1 and the Cost Disruption of Mixture-of-Experts Architecture

The Efficiency Revolution of Open-Source Models: DeepSeek R1 and the Cost Disruption of Mixture-of-Experts Architecture At the end of 2024, DeepSeek r...

4 minutes min read

AI 📝 REVIEW May 13, 2026

The Million-Token Era Arrives: GPT-5's Architectural Revolution and Expanding Application Boundaries

The Million-Token Era Arrives: GPT-5's Architectural Revolution and Expanding Application Boundaries In 2025, OpenAI officially launched GPT-5 — not m...

4 minutes min read