If you are using background agents in Claude Code, a significant number of tokens can be consumed in the background to display status bar text such as "Modifying file…" next to…
Even two models with similar average success rates can produce different results when the same task is repeated. Having attempted a task at least once many times is a different…
Where is the sweet spot for balancing cost and efficiency in AI-driven development workflows? Recently, approaches that maintain performance while reducing token waste in…
The era is emerging in which AI directly reads and modifies model weights—the model’s “brain cells”—rather than relying on further training. OpenAI’s frontier model, GPT-6…
A public experiment has been revealed, training a 1.35B-parameter, Korean-centric model from scratch using only personal GPUs. The scarlet-alpha-1.3b-preview project achieved…
Artificial intelligence (AI) is moving beyond its role as a simple data-analysis support tool and entering a new phase in which it proposes novel scientific hypotheses and even…
OpenAI CEO Sam Altman described local inference on personal PCs as "terrible resource allocation" during an appearance on the podcast "Cheeky Pint" on October 29, 2026, noting…
KAIST researchers recently unveiled a new learning technique that focuses on reducing the time burden of AI foundational training processes by optimizing complex computational…
If a home PC-based LLM agent takes 100 seconds to utter its first word, ensuring a practical, real-world usable conversation is difficult. However, a case reported on November…
We examine the favorable view conditions in JEPA research, the scope of the 42× sample-efficiency comparison, and the differences between captioning and pair-free alignment,…
A paradigm shift in content discovery is taking place in the 2026 online video streaming service (OTT) market. Moving beyond technologies that analyze users’ viewing histories…
According to a November 1, 2026, report by Herald Economy, an artificial intelligence (AI) that deduces the identities of other players achieved a 24-percentage-point (P)…
