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What’s real value of high reasoning?

BACKGROUND
1 SIGNALFIRST DETECTED 31 July 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
31 Jul
What’s real value of high reasoning?
OPINION · WHAT · LocalLLaMA
Other feeds and industry voices
15 Apr
Been trying to get Qwen 3.5 to stop reasoning using old methods like /no_think, it didn't work, but it said something like "too late" in its reasoning

<!-- SC_OFF --><div class="md"><blockquote> <p>Wait, I need to be careful about the &quot;no_think&quot; tag in the system prompt. The system prompt says <code>/no_think</code>.

OPINION · WHO · LocalLLaMAOPEN STORY
3 May
General vs Reasoning [Qwen 3.6]

<!-- SC_OFF --><div class="md"><p>I want to play with Qwen 3.6. <em>Unsloth</em> shows 4 different parameter options for different use-cases. I'm confused about the difference

OPINION · WHAT · LocalLLaMAOPEN STORY
11 Apr
Do you have any best practices for when to have reasoning on versus off?

<!-- SC_OFF --><div class="md"><p>In my testing, i have only seen improvements in response on specific “misguided attention” questions for models below 10b.</p> <p>Example: Gemma

OPINION · WHO · LocalLLaMAOPEN STORY
14 Aug
3.8 27B is bench maxed because reasoning is default to xhigh in the chat template Jinja file.

<!-- SC_OFF --><div class="md"><p>Though every model is bench maxed, you might not be used to 3.8 amount of thinking because it just wasn't like this before.</p> <p>However, they

OPINION · WHAT · LocalLLaMAOPEN STORY
28 Apr
Do the "*Claude-4.6-Opus-Reasoning-Distilled" really bring something new to the original models?

<!-- SC_OFF --><div class="md"><p>No offense to the fine-tune model providers, just curious. IMO the original models were already trained on massive amount of high quality data,

OPINION · WHAT · LocalLLaMAOPEN STORY
1 Apr
new to AI, does a good-value desktop for local models actually exist yet?

<!-- SC_OFF --><div class="md"><p>i am just getting into ai and still learning, and i am trying to figure out if there is even such a thing yet as a desktop setup that can run

OPINION · WHAT · LocalLLaMAOPEN STORY
2 Oct
Auto Adjusting Reasoning

<!-- SC_OFF --><div class="md"><p>Is that a new thing in GPT 6/6.1? Models seem to auto adjust reasoning at will. Predefined models at medium, often flip to extra high on their

OPINION · WHAT · ChatGPTOPEN STORY
18 Aug
Has your own reasoning gotten weaker since you started using LLMs regularly?

<!-- SC_OFF --><div class="md"><p>Since using LLMs daily I notice that the moment I know a model is available, I offload the effortful part: breaking down the problem, building

OPINION · WHEN · ArtificialInteligenceOPEN STORY
Sources
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