They ran a bounty on Kaggle last year but with $500k in payouts and with all results open and publishable. https://www.kaggle.com/competitions/openai-gpt-oss-20b-red-t... With only $25k in payouts and everything locked…
The Claude UI still only has "adaptive" reasoning for Opus 4.7, making it functionally useless for scientific/coding work compared to older models (as Opus 4.7 will randomly stop reasoning after a few turns, even when…
In the announcement webpage: >For API developers, gpt-5.5 will soon be available in the Responses and Chat Completions APIs at $5 per 1M input tokens and $30 per 1M output tokens, with a 1M context window.
For API usage, GPT-5.5 is 2x the price of GPT-5.4, ~4x the price of GPT-5.1, and ~10x the price of Kimi-2.6. Unfortunately I think the lesson they took from Anthropic is that devs get really reliant and even addicted on…
Does this mean Claude no longer outputs the full raw reasoning, only summaries? At one point, exposing the LLM's full CoT was considered a core safety tenet.
I believe you're right, it's an issue of the model misinterpreting things that sound like user message as actual user messages. It's a known phenomenon: https://arxiv.org/abs/2603.12277
>Several people questioned whether this is actually a harness bug like I assumed, as people have reported similar issues using other interfaces and models, including chatgpt.com. One pattern does seem to be that it…
They ran a bounty on Kaggle last year but with $500k in payouts and with all results open and publishable. https://www.kaggle.com/competitions/openai-gpt-oss-20b-red-t... With only $25k in payouts and everything locked…
The Claude UI still only has "adaptive" reasoning for Opus 4.7, making it functionally useless for scientific/coding work compared to older models (as Opus 4.7 will randomly stop reasoning after a few turns, even when…
In the announcement webpage: >For API developers, gpt-5.5 will soon be available in the Responses and Chat Completions APIs at $5 per 1M input tokens and $30 per 1M output tokens, with a 1M context window.
For API usage, GPT-5.5 is 2x the price of GPT-5.4, ~4x the price of GPT-5.1, and ~10x the price of Kimi-2.6. Unfortunately I think the lesson they took from Anthropic is that devs get really reliant and even addicted on…
Does this mean Claude no longer outputs the full raw reasoning, only summaries? At one point, exposing the LLM's full CoT was considered a core safety tenet.
I believe you're right, it's an issue of the model misinterpreting things that sound like user message as actual user messages. It's a known phenomenon: https://arxiv.org/abs/2603.12277
>Several people questioned whether this is actually a harness bug like I assumed, as people have reported similar issues using other interfaces and models, including chatgpt.com. One pattern does seem to be that it…