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Question about the new models and the data they're built on

BACKGROUND
1 SIGNALFIRST DETECTED 12 July 2026
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How the story developed
Other feeds and industry voices
6 May
Most people seem obsessed with token generation speed, but isn’t prefill the real bottleneck? Am I missing something?

<!-- SC_OFF --><div class="md"><p>I read this sub every day and I keep seeing benchmarks and discussions focused almost entirely on tokens/s generation speed. Prompt processing

OPINION · WHAT · LocalLLaMAOPEN STORY
28 Mar
Where do you guys find good comparisons of Chinese coding models?

<!-- SC_OFF --><div class="md"><p>Long time Claude Opus user, but after the recent session limit changes by Anthropic, I am seriously considering trying Chinese models for coding.

OPINION · WHERE · LocalLLaMAOPEN STORY
27 Mar
RYS Part 3: LLMs think in geometry, not language — new results across 4 models, including code and math

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s59rct/rys_part_3_llms_think_in_geometry_not_language/"> <img alt="RYS Part 3: LLMs think in geometry, not

OPINION · WHAT · LocalLLaMAOPEN STORY
12 May
How is the tech community addressing the use of public/open-source data by large corporate models without an explicit "opt-in" or compensation model?

<!-- SC_OFF --><div class="md"><p>I am trying to understand the current consensus and legal landscape regarding how public data and developer contributions are being utilized by

OPINION · HOW · ChatGPTOPEN STORY
12 Aug
Difference between models

<!-- SC_OFF --><div class="md"><p>I just had a question. I use the free mode of GPT, I don’t use it terribly often so I don’t see a point in paying for it, can someone explain the

OPINION · WHAT · ChatGPTOPEN STORY
22 Apr
Is dynamic moe models possible?

<!-- SC_OFF --><div class="md"><p>is it possible that a moe model can decide how many billion parameters to activate per token according to the task. eg if qwen 3.6 35b a3b - if a

OPINION · HOW · LocalLLaMAOPEN STORY
21 Apr
New LLM Position Bias Benchmark: does an LLM keep the same judgment when you swap the answer order? Judge models compare two lightly edited versions of the same story twice, with the order swapped. The median model flips in 45% of decisive case pairs. GPT-5.4 is worst at 66%.

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1srx4i1/new_llm_position_bias_benchmark_does_an_llm_keep/"> <img alt="New LLM Position Bias Benchmark: does

OPINION · WHEN · singularityOPEN STORY
7 May
Are local models becoming “good enough” faster than expected?

<!-- SC_OFF --><div class="md"><p>One thing we’ve been noticing lately is that a surprisingly large percentage of day-to-day AI workflows no longer seem to require frontier-scale

OPINION · WHAT · LocalLLaMAOPEN STORY
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