
[2025 Week 28] MetaX Weekly AI Paper Review | META-X
LLM memory management through MemOS and LoRA optimization, parameter-efficient learning. Reinforcement learning-based Vision-Language models and diffusion innovations.

LLM memory management through MemOS and LoRA optimization, parameter-efficient learning. Reinforcement learning-based Vision-Language models and diffusion innovations.

I press 'accept' on a new quest every day. It was early morning. Although the air conditioner had been on all night, the air had already surrendered to the heat. A personal column.

xAI's 'Grok 4' surpasses OpenAI and Google to reclaim AI lead. Open-source models also break commercial service performance. AI browser war begins in earnest.

In the previous chapter, we discussed how artificial intelligence is no longer confined to a single outstanding model but is becoming a complex ecosystem where various tools and functions cooperate.

Listed on Azure Marketplace, revenue alliance. Democratization of development and signal of the multi-cloud era. Competition in AI and natural language-based software development intensifies.

Google opens the 'subscription mail spring cleaning' era. 'AI + subscription management' creates changes in the mail ecosystem. Google added a 'Manage subscriptions' feature to Gmail.

Flexible application environment essential for rigid existing regulatory frameworks. Diversification of cooperation models between existing financial institutions and companies needed. US crypto company trust bank rush.

The 'Metaverse Builder' certification exam jointly developed by KAIT and Sogang University's Graduate School of Metaverse has opened its 2025 regular application period.

Microsoft chooses 'organizational slimming and technology workforce-centered restructuring.' The shadow of AI innovation and the remaining challenges. Microsoft announces mass layoffs on July 2, 2025.

Anonymous warning email to major Indian life insurer. Claims some customer data leaked. Max Group takes early detection and disclosure measures.

In June 2025, an unprecedented syndrome occurred in the global content market. The animation released on Netflix topped rankings in the US, Japan, France, Germany, and other major countries in its first week.

Unauthorized use related to Robinhood — OpenAI says 'Never approved.' Institutional safeguards needed to prevent repeated impersonation cases. On July 3, OpenAI issued an official warning.

'Fatal gap from third-party risk.' On July 2, 2025, Australia's largest airline Qantas officially announced a cyberattack exposing customer data.

Academic review manipulated with AI prompts. New research misconduct targeting 'lazy reviewers.' 'A new ethical risk for AI has emerged.' AI has rapidly established itself as a core tool in academia.

xAI raises $10B, Meta establishes Superintelligence Labs — AI company strategy overhaul. Grok and Gemini 2.5 Pro next-gen model competition.

Trusted and entrusted — in the end, only scars remain. Before commissioning AC cleaning, I trusted the Karrot Market ad. 'Local expert,' 'safety guarantee,' 'same-day visit' — sweet phrases.

June 28, 2025 — Sogang University Graduate School of Metaverse Summer Workshop field report. On Saturday afternoon, June 28, 2025, at a corner venue near Hapjeong Station.

Once, we simply thought of artificial intelligence as 'the technology that makes machines smarter.' Then chess-playing computers appeared, and voice-understanding AI emerged.

Perplexity formally enters the premium AI market with Max. Perplexity, which has attracted attention as a generative AI search engine, launched its Max paid subscription tier on July 2.

Anthropic's 'Project Vend' experiment shows the possibilities and limits of autonomous AI. Beyond simulation to reality — can AI really make real money? The economic agency of AI.

New project 'Rainier' AI computing cluster announced in collaboration with Anthropic. Since 2024, the frontline of the global technology industry is no longer software or hardware.

'Economic Futures Program' officially launched. Proactive response to economic changes amid AI spread. Three-axis strategy: evidence-based research, policy development, and data accumulation.

Berlin data protection authority officially notifies AI chatbot DeepSeek app as 'illegal content.' Digital Services Act activated — possibility of app store removal opens.

Seongnam has established itself as the center of Korea's gaming industry by developing Pangyo Techno Valley since the early 2000s. Yet it held a contest targeting 'games' as addiction causes.