OpenAI scales Habitat storage to 1B ChatGPT users
OpenAI details evolving Habitat from a Python library into a globally distributed storage platform now serving over 1 billion ChatGPT users at 22M requests per second.
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smolbenchmark ranks 8GB-fit models by decode speed and tokens per joule
A Reddit user released smolbenchmark, a leaderboard for models that fit in 8GB of memory, ranked by decode speed, tokens per joule, and heat. It targets tablets and other low-power local hardware rather than GPU servers.
r/LocalLLaMA·1 hour ago
Altman: OpenAI IPO would be 'ill-advised' in 2026
Altman told Fortune's Alyson Shontell that going public now would be "ill-advised" given safety concerns, saying "not 2026, yeah. We've got a lot of stuff to do." OpenAI has already filed confidentially for an IPO.
TechCrunch·2 hours ago
Quartermaster plugin manages Claude Code setup and rules
Quartermaster installs codebase-mapper, builds the project map, adds starter live-rules, and picks stack plugins and permissions, with every install, file edit, and settings change awaiting user approval. It then watches sessions, proposes one change at a time, and rolls back changes that didn't help.
r/ClaudeAI·2 hours ago
Real-SWE benchmark tests frontier AI models on private enterprise codebases
Real-SWE evaluates model-and-harness combinations on tasks drawn from private production codebases licensed from real companies, covering billing, tax calculation, and customer migrations. Tasks are not public, so agents cannot rely on internet-available solutions.
r/LocalLLaMA·2 hours agoThariq: Claude Code would have looked like AGI in 2018
Thariq·2 hours agoClaude Code 2.1.270 fixes git permission prompts
Patch 2.1.270 fixes a regression from 2.1.269 where read-only git commands in Bash unexpectedly asked for permission after long-running sessions. The prior 2.1.269 release added `claude plugin eval` for scored, reproducible plugin eval suites with JSON and HTML reports.
Claude Code Releases·2 hours agoMiniMax H3 video model demoed in standard T2V workflow
A Reddit r/StableDiffusion post shows output from MiniMax H3 generated with the standard text-to-video workflow. No benchmark scores, pricing, or release details were included in the post.
r/StableDiffusion·3 hours ago
Fly Language Model wires fruit fly connectome into frozen 1.2B LLM
FLM couples the complete MaleCNS v1.0 fruit fly connectome to a frozen LiquidAI LFM2.5-1.2B-Instruct backbone via an architecture called GPF. The developer's own controls show the connectome wiring does not improve results.
MarkTechPost·3 hours ago
