Opinions
Christian Science Monitor: Schools’ AI “Gold Rush” Is Outpacing the Evidence
The Christian Science Monitor reports that the K-12 education technology market built around generative AI has grown to roughly $730…
News
OpenAI to Introduce Ads on ChatGPT’s Free and Go Tiers in Europe This Month
OpenAI announced on August 15, 2026 that advertisements will begin appearing on ChatGPT’s Free and Go plans for users in…
News
Anthropic Projects First-Ever Quarterly Operating Profit on $10.9 Billion in Q2 Revenue
Anthropic told investors it is on track to report $10.9 billion in second-quarter 2026 revenue, up 127% from $4.8 billion…
News
Manus to Resume Independent Operations as Meta’s $2 Billion Acquisition Unwinds
AI agent startup Manus announced it will soon resume operating as an independent company as Meta’s roughly $2 billion acquisition…
News
OpenAI Pauses Parts of Astra Development Over Critical Cyber Capability Concerns
OpenAI has paused certain internal work on its upcoming Astra model after preliminary evaluations found the system’s agentic coding and…
News
OpenAI Previews Ultrafast Mode, Running GPT-5.6 Sol at 14x Speed on Cerebras Chips
OpenAI introduced a preview of “Ultrafast,” a new API service tier that runs its GPT-5.6 Sol model on Cerebras hardware…
News
Google Launches Gemini 3.7 Flash With Steep Price Cut for Coding and Agent Workloads
Google unveiled Gemini 3.7 Flash, a faster, cheaper multimodal model built for coding and AI agent workflows, arriving three weeks…
Engineering
Thought-Level Beam Search for Reasoning
This paper targets inefficient test-time compute scaling in large reasoning models, where independent sampling wastes resources and naive pruning fails…
Engineering
SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models
SKILLER addresses the model-mismatch problem, where reusable skills designed around powerful frontier models fail when deployed on smaller, cheaper language…
Engineering
Maglev: Sliding Recurrent Memory
Maglev proposes a way for transformers to maintain persistent, token-wise memory while keeping both inference cost bounded and training parallelizable.…
Engineering
LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation
LycheeMemory V2 targets the cost of maintaining long-term memory in long-horizon LLM agents, replacing conventional turn-by-turn memory consolidation with semantic…
Engineering
Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning
This paper studies why large language models keep generating long, expensive reasoning chains on problems beyond their real capability, producing…