AI
Artificial intelligence: LLMs, agents, diffusion, vision, NLP and the latest from top labs.
201 published articles
Software development
The hidden tax on vibe-coded projects that shows up when you least expect it
An in-depth analysis of the promise and peril of vibe coding: why AI-generated code accelerates prototyping but introduces security risks, performance limits, and technical debt that demand careful human oversight.
2026-07-09
AI Tools
Kimi slides takes on every file format you throw at it, and that is the easy part
Kimi Slides covers the full workflow from research and content structuring to layout and formatting, accepting text, documents, images, or your own PowerPoint template. Complex diagrams are rendered as editable native components, and on-slide citations make the content verifiable.
2026-07-09
AI Agents
Parallel agents aren't about speed. They're about coordination.
Parallel agents split complex tasks across concurrent workers, each with isolated state and defined scope. The real challenge isn't speed, it's coordination.
2026-07-09
Artificial Intelligence
Kimi K2.7 Code is faster and cheaper. But open-source coding just hit a wall called GPT-5.5.
Moonshot AI's Kimi K2.7 Code makes big gains on long-horizon coding tasks with 30% less token waste. Yet GPT-5.5 and Claude Opus 4.8 still lead on key benchmarks, highlighting the real-world trade-offs of open-source decisions.
2026-07-09
Open-source AI
China's MiniMax just open-sourced a 1M-token model that outruns GPT-5.5 on real coding tasks
MiniMax M3 is the first Chinese open-source model to combine native multimodality, 1M-token context, and advanced agentic coding. Its structured approach to scale, including a new attention architecture called MSA, challenges the assumption that open models must trail behind proprietary systems.
2026-07-09
AI Labs & Research
MiniMax's M3 just wrote its own CUDA kernel, and opened the code
MiniMax M3 scores 83.5 on BrowseComp, edges past Opus 4.7, and handles up to 1M tokens natively. In a remarkable autonomy test, it self-optimized a GPU kernel from 7.6% to 71.3% peak utilization without human intervention.
2026-07-09
Voice AI race
OpenAI's GPT-Live is racing to make voice chats with AI feel real
OpenAI releases GPT-Live, a new voice model for ChatGPT that aims to make spoken interactions with the AI more fluid and human-like. The update is rolling out now, but key details are still under wraps.
2026-07-09
DeepSeek's DSpark framework rearms speculative decoding for high-concurrency serving
Semi-autoregressive decoding just broke the 85% speed barrier in production AI inference
A new speculative decoding framework from DeepSeek tackles the two bottlenecks that have limited parallel drafters: suffix decay and wasteful verification. DSpark achieves 60, 85% faster generation speeds in production by coupling a semi-autoregressive architecture with a confidence-scheduled scheduler that prunes low-value tokens before the target model verifies them.
2026-07-08
Usage Policy
Anthropic Updates Usage Policy: New Rules for High-Risk AI Applications
Anthropic has released an updated Usage Policy categorizing permissible and prohibited uses of its AI models, with stricter requirements for high-risk sectors such as healthcare, finance, and legal. The policy applies universally to all users and introduces mandatory human oversight and disclosure for consumer-facing decisions.
2026-07-08
Product Launch
Anthropic Unveils Claude Sonnet 5, Claude Science, and Claude Tag in Major Product Push
Anthropic introduced Claude Sonnet 5, a frontier AI model for coding and professional work, plus Claude Science, an AI workbench for scientists, and Claude Tag for team workflows. The company also opened a Seoul office and published policy proposals on AI acceleration.
2026-07-08
Product Launch
Anthropic Launches Claude Science, an AI Workbench for Scientific Research
Claude Science by Anthropic brings together databases, analysis tools, and compute management into one AI-powered workbench. Researchers can analyze literature, run multi-step analyses, and generate publication-ready figures with auditable histories.
2026-07-08
AI Model Release
MiniMax launches M2.7 model with strong software engineering and office productivity skills
MiniMax's M2.7 model delivers strong results in software engineering benchmarks and professional office tasks, with a 97% skill adherence rate on complex instructions and an ELO score of 1495 on GDPval-AA.
2026-07-08