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Glitch Tokens that affect GPT5.3 Reasoning Models - 񎔊pp and 񹚊pp.

BACKGROUND
1 SIGNALFIRST DETECTED 8 April 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
Other feeds and industry voices
14 May
Anthropic merges consecutive same-role messages, OpenAI doesn't (+4 tokens), anyone token-counted this on open-weight models?

<!-- SC_OFF --><div class="md"><p>I build context/harness optimization tooling, so provider-side serialization quirks actually matter to me. If you're optimizing over prompts, you

OPINION · WHAT · LocalLLaMAOPEN STORY
13 May
Tokens can be Pointers to “Ontic Payloads”

<!-- SC_OFF --><div class="md"><p>Most people describe GPT systems as “predicting tokens.”</p> <p>That is true, but I think it is incomplete.</p> <p>A token is usually treated as

OPINION · WHAT · ChatGPTOPEN STORY
13 May
qwen3.6 just stops

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tbzr64/qwen36_just_stops/"> <img alt="qwen3.6 just stops"

OPINION · WHAT · 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
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
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