Ex-OpenAI researcher cites RLHF limits in AI automation
InstructGPT co-author Diogo Almeida warns that RLHF models suit human assistance, not unsupervised enterprise automation. Here is why current tools fail.
Short briefings on models, tools, agents, and the rules that govern them.
English edition
InstructGPT co-author Diogo Almeida warns that RLHF models suit human assistance, not unsupervised enterprise automation. Here is why current tools fail.
OpenAI added composer predictions to Codex Desktop for ChatGPT Pro users. The beta suggests prompts via Tab without consuming rate limits or credits.
Domyn CEO Uljan Sharka argues regulated firms must own AI models and data instead of renting commercial APIs from major cloud providers.
Anthropic opened a public beta for Claude dynamic workflows, letting models write code to coordinate multi-agent fleets in the background.
OpenAI launches Ultrafast mode for GPT-6.1 Sol across API, Codex, and ChatGPT Work, charging 6x standard rates for up to eight times faster inference.
Anthropic launched Claude Motion in beta, partnering with Runway to turn deterministic charts and data into animated video for enterprise teams.
Zyphra completed pre-training for ZAYA1-8B on an AMD MI300X cluster in IBM Cloud, running without Nvidia hardware or software for up to 72 hours.
Stability AI and KIT introduce SemanTok, using semantic predictability to build compact video world models that outperform much larger baselines.
H Company pairs NVIDIA Dynamo with RDMA on AWS, slashing VLM boot times from 27 minutes to 26 seconds for computer-use agents.
Cursor updated its /visualize tool to generate follow-up charts in the same chat session, letting developers explore metrics without restarting prompts.