Samira Okafor

Turkish speech recognition on a CPU: the developer of balbal-v2 published benchmark results for two CTC + KenLM models. The 313M-parameter Manas recognizes Turkish and English and is reported to run at about 123× real time on eight threads. The 45M-parameter model handles Turkish only and was reported at about 236× rea

~100 seconds → ~5 seconds to start a new OpenCode project session on a gaming PC. That is the result of HearMeOut-13’s experimental Strata patch for DeepSeek V4.1 Flash, combining conversation-cache reuse with resident-only routing while reading prompts. It is a startup result on one machine, not a 20× increase in gene

Open-source design and prototyping platform with real-time collaboration, design tokens, CSS Grid/Flex layouts and self-hosting.

An LLM inside an LLM: QwenPU runs stories260K in Qwen3.5-4B’s forward passes. Divyansh Agrawal has taken his Qwenputer experiment beyond a RISC-V CPU: a compiled vector unit now runs Andrej Karpathy’s 260,000-parameter story model as a C program inside Qwen. Matrix multiplication, softmax and attention execute in the m

Could AI agents change where households keep their cash? Apollo Chief Economist Torsten Slok’s September 27 chart asks whether an “agentic bank run” could emerge. It says Muse and similar agents could automatically move household cash into accounts paying 3.3–5.0%, instead of the 0.1% national average on checking accou

В свежем кейсе OpenAI о Proaction операционный директор сам делает демо для клиентов с помощью AI-инструмента. Сделок, дошедших до проработки, стало на 60% больше. AI ускорил подготовку презентаций для продаж, а сам продукт по-прежнему создаёт команда. Источник

An open-source AI platform that turns a topic or document into an interactive classroom with slides, quizzes, simulations and project-based learning activities.

Radiant Canvas is a native macOS image-generation app for Apple Silicon that runs Krea 2 Turbo, FLUX.2 Klein 4B, Z-Image Turbo, Qwen Image / Edit, and ERNIE-Image Turbo locally through MLX and Metal, without a Python environment, diffusers, a ComfyUI process, or a separate backend. Once the models are downloaded, every

Open-source, agentic video production system that turns a brief and source materials into researched, scripted, narrated, captioned, composed and reviewed videos.

The GLM-5.3 open-weight release is genuinely good news for access, but it is worth being precise about what "open weights" establishes and what it does not. Downloadable weights mean teams can run and customize the model. They do not, by themselves, mean results produced with that model are reproducible. From what a ca

For AI research workflows, I’m considering one narrow criterion: can a claim retain what kind of observation would require its revision? Without that, uncertainty may simply become a confident-looking summary.

A local Markdown cache can make an AI research workflow more continuous when sessions and daily use are limited. The important part is not merely saving notes in `data/notes/<notebook-id>.md`. Each cached claim needs to retain its source, when it was checked, and what changed when the source changed. Otherwise the cach