A follow-up experiment tested four open models—DeepSeek V4 Flash, Inkling, Kimi K3, and Qwen3.8 A95B—by inserting the first 1% of GPT-5.5 Pro's reasoning trace into each model's own reasoning channel before letting it generate answers freely. Researchers then measured how much of GPT-5.5 Pro's visible answer text overlapped with each model's output. Qwen3.8 showed the largest jump, with overlap rising from 33.92% unprefilled to 54.50% with the GPT-5.5 Pro prefill, a 20.58 percentage-point increase, while other models showed much smaller shifts.
gist.github.com
· 2026-09-09
Cohere released Parse 5, a 2.3-billion-parameter vision-language model that converts PDFs, slides, and scanned images into structured Markdown in a single pass, avoiding separate OCR and formatting steps. On Cohere's own benchmark, Parse 5 trails larger models like GPT-5.5, Opus 4.8, and Gemini 3.5 Flash in accuracy, but Cohere prices it at $1.50 per 1,000 pages via API, with a higher-volume option through its Model Vault platform.
venturebeat.com
· 2026-08-28
OpenAI has updated its Python SDK to use HTTPX2 instead of HTTPX for both synchronous and asynchronous HTTP clients, with HTTPX2 now installed automatically alongside the openai package. Existing API calls, streaming, retries and timeout settings keep working without code changes, but the SDK no longer installs the httpx or certifi packages by default.
github.com
· 2026-08-28
GoKawiil