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zQ1XV~{;wVc{HJSx$N+hb)BR`FhzcHLLkH%heP3!NBE*5hnoRxrcbMMr>fK2flQ)_j zwh`Mw$esM65m+W(q$<|dIA*j3?pyFZgVrC7o9ykuPy}g&{A5f3r1Q|s%KP)y5!8U9 zM#BHzBvr?R6)HA_XTF9t0^B;&5VSp$_RMc{*|{Z*N<6I$SP4d%9Ed+B&~!-&+x}vA zmd8E;bBg-S0f6t*>pLs3ErFe7mOMuEs1LT52J;l+$+`g|*Yp!UP$&>x4Qf1E4DFju z|8t)uSr89p!!(Gf9P}?8g>4Nhh85G&5r)59aoAqNG0>D1$;oYO{mh`YsVmw9P5gG~p z@0D~t>VF^mzbpR#_XYm%t%SRN3}VoKzy80+5nj`v1C Date: Mon, 3 Mar 2025 12:38:06 -0500 Subject: [PATCH 02/17] Add link to code --- content/research/Can AI Models Predict What Youll Say Next.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index abc5fa584..213aa38c2 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -12,6 +12,8 @@ tags: We developed a benchmark to evaluate how well language models can predict social interactions in conversation settings. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, this validates key aspects of the thesis behind our product Honcho. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. +Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). + ## The Challenge: Finding Verifiable Social Rewards The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers—like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards"—objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. @@ -124,6 +126,8 @@ We're also interested in exploring several technical improvements to the methodo We were excited to find that this social prediction task was genuinely challenging for most current models, with only the very latest releases showing strong performance. The fact that models optimized for reasoning performed poorly suggests interesting trade-offs in current training approaches. Meanwhile, the effectiveness of pre-processed context summaries supports a key principle behind Honcho: ambient processing of user context can significantly improve personalization while managing compute costs. +Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). We used our private Discord messages for the experiment so we're unable to publish our own dataset, but the repository contains instructions to replicate the experiment with your own data. If you have any questions, feel free to ask on GitHub! + --- *If you're interested in discussing this research or exploring how improved social modeling could benefit your AI applications, [join our Discord](https://discord.gg/plasticlabs) or reach out to us at [hello@plasticlabs.ai](mailto:hello@plasticlabs.ai).* \ No newline at end of file From 97502433e8afd313bfae1ab0eaecade859265d1e Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 14:44:26 -0500 Subject: [PATCH 03/17] Add Claude 3.7 Thinking results --- .../research/Can AI Models Predict What Youll Say Next.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 213aa38c2..a48220bd0 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -10,7 +10,7 @@ tags: ## TL;DR -We developed a benchmark to evaluate how well language models can predict social interactions in conversation settings. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, this validates key aspects of the thesis behind our product Honcho. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. +We developed a benchmark to evaluate how well language models can predict social interactions in conversation settings. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models in its non-reasoning variant, while its reasoning variant performed between 10 and 15 percentage points worse. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, this validates key aspects of the thesis behind our product Honcho. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). @@ -64,7 +64,7 @@ For each model and context mode combination, we ran three trials with different ## Results and Discussion -![Figure 1: Model performance across different context modes](VSR_results.png) +![Figure 1: Model performance across different context modes](model_performance) Our evaluation produced several notable results: @@ -86,7 +86,7 @@ We didn't observe significant performance differences between 50-message and 100 ### Newest Models Lead the Way -Only the newest models perform well on this task. Claude 3.7 Sonnet (released last week) and GPT-4.5 (released yesterday) were the only models to achieve accuracy significantly above 40% in any context mode, with Claude 3.7 reaching nearly 60% accuracy with summary context—more than doubling the 25% random baseline. +Only the newest models perform well on this task. Claude 3.7 Sonnet and GPT-4.5 (both released last week) were the only models to achieve accuracy significantly above 40% in any context mode, with Claude 3.7 (non-thinking) reaching nearly 60% accuracy with summary context—more than doubling the 25% random baseline. This is particularly interesting because tasks that would have seemed impossible for models that existed just months ago are now becoming tractable. This rapid progress also informs how we should think about designing evaluations—creating hard tasks that aren't saturated from the start rather than ones where models already perform at ceiling. @@ -96,7 +96,7 @@ While summary context generally outperformed raw context, this pattern wasn't un ### Reasoning and Social Understanding May Involve Trade-offs -The relatively poor performance of models optimized for technical reasoning, like DeepSeek R1, O-1, and O-3 Mini, raises interesting questions. Despite their strong results on math and coding benchmarks, these models achieved well below random performance on our social prediction task. +The relatively poor performance of models optimized for technical reasoning, like Claude 3.7 Sonnet (thinking), DeepSeek R1, and OpenAI's O-1 and O-3 Mini, raises interesting questions. Despite their strong results on math and coding benchmarks, these models achieved well below random performance on our social prediction task. This suggests potential trade-offs in model optimization. The reinforcement learning or supervised fine-tuning techniques used to enhance reasoning abilities might come at the expense of social cognition capabilities, possibly through: From 63d245095d45dc181a9e03a03500cd5940bbcd09 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:02:07 -0500 Subject: [PATCH 04/17] Add snippet example --- ...an AI Models Predict What Youll Say Next.md | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index a48220bd0..ee9bc81a6 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -40,6 +40,24 @@ For each genuine target message, we generated three convincing decoys using Clau We specifically chose to use our internal Discord data because it represents authentic, messy communication—complete with inconsistent formatting, shorthand, emojis, and other real-world conversational artifacts that make this a particularly challenging test. +Below is an example of the resulting snippets: + +#### Context +- Vince: the ultimate test of trust +- Courtland: oh shit, like that could be the eval metric! +you can directly monitor coherence over time by monitoring how your honcho wagers in a prediction market +or how it interacts in a socal sandbox with other agents +this is always running if you want and updating as it learns about you +- Vince: yeah, over-arching idea here is to come up with a plethora of ways to assess the coherence of the psychological renderings to their principals IRL +- Courtland: you could even "train" your honcho by reviewing and rewarding highly cohered actions +- Courtland: exactly, ones that are relevant in practice + +#### Options +- A) "I'm thinking we need to establish some baseline metrics first though - like what does 'coherence' even mean in this context? psychological fidelity?" +- B) "this reminds me of those old Tamagotchi pets, but instead of feeding it you're constantly training it to think like you do. kinda wild when you think about it" +- C) "yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done" +- D) "ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information" + ### Context Modes Upon visual inspection of the resulting dataset, we found that the decoys were remarkably similar to the real messages, making it difficult even for us to consistently identify the genuine response. We wondered if providing additional context about the users might help determine the correct answer, which led us to explore different context modes: From bff8b6766c8a39e1345e8b8689f27293e5f8c8ce Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:03:31 -0500 Subject: [PATCH 05/17] Edit example --- .../Can AI Models Predict What Youll Say Next.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index ee9bc81a6..f45dcef6c 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -53,10 +53,11 @@ this is always running if you want and updating as it learns about you - Courtland: exactly, ones that are relevant in practice #### Options -- A) "I'm thinking we need to establish some baseline metrics first though - like what does 'coherence' even mean in this context? psychological fidelity?" -- B) "this reminds me of those old Tamagotchi pets, but instead of feeding it you're constantly training it to think like you do. kinda wild when you think about it" -- C) "yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done" -- D) "ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information" +Next message from Vince: +- A) I'm thinking we need to establish some baseline metrics first though - like what does 'coherence' even mean in this context? psychological fidelity? +- B) this reminds me of those old Tamagotchi pets, but instead of feeding it you're constantly training it to think like you do. kinda wild when you think about it +- C) yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done +- D) ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information ### Context Modes From 759429e882a587fef13d560c218b59c563be54b9 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:05:16 -0500 Subject: [PATCH 06/17] Format example as quote --- ...n AI Models Predict What Youll Say Next.md | 32 +++++++++---------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index f45dcef6c..b1a93b6b3 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -42,22 +42,22 @@ We specifically chose to use our internal Discord data because it represents aut Below is an example of the resulting snippets: -#### Context -- Vince: the ultimate test of trust -- Courtland: oh shit, like that could be the eval metric! -you can directly monitor coherence over time by monitoring how your honcho wagers in a prediction market -or how it interacts in a socal sandbox with other agents -this is always running if you want and updating as it learns about you -- Vince: yeah, over-arching idea here is to come up with a plethora of ways to assess the coherence of the psychological renderings to their principals IRL -- Courtland: you could even "train" your honcho by reviewing and rewarding highly cohered actions -- Courtland: exactly, ones that are relevant in practice - -#### Options -Next message from Vince: -- A) I'm thinking we need to establish some baseline metrics first though - like what does 'coherence' even mean in this context? psychological fidelity? -- B) this reminds me of those old Tamagotchi pets, but instead of feeding it you're constantly training it to think like you do. kinda wild when you think about it -- C) yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done -- D) ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information +> #### Context +> - Vince: the ultimate test of trust +> - Courtland: oh shit, like that could be the eval metric! +> you can directly monitor coherence over time by monitoring how your honcho wagers in a prediction market +> or how it interacts in a socal sandbox with other agents +> this is always running if you want and updating as it learns about you +> - Vince: yeah, over-arching idea here is to come up with a plethora of ways to assess the coherence of the psychological renderings to their principals IRL +> - Courtland: you could even "train" your honcho by reviewing and rewarding highly cohered actions +> - Courtland: exactly, ones that are relevant in practice +> +> #### Options +> Next message from Vince: +> - A) I'm thinking we need to establish some baseline metrics first though - like what does 'coherence' even mean in this context? psychological fidelity? +> - B) this reminds me of those old Tamagotchi pets, but instead of feeding it you're constantly training it to think like you do. kinda wild when you think about it +> - C) yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done +> - D) ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information ### Context Modes From 9c2f254dc35aee4ff8a788e4e537427e61bed601 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:27:31 -0500 Subject: [PATCH 07/17] Try spoiler --- .../Can AI Models Predict What Youll Say Next.md | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index b1a93b6b3..4366505d3 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -14,7 +14,7 @@ We developed a benchmark to evaluate how well language models can predict social Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). -## The Challenge: Finding Verifiable Social Rewards +## Finding Verifiable Social Rewards The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers—like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards"—objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. @@ -40,7 +40,7 @@ For each genuine target message, we generated three convincing decoys using Clau We specifically chose to use our internal Discord data because it represents authentic, messy communication—complete with inconsistent formatting, shorthand, emojis, and other real-world conversational artifacts that make this a particularly challenging test. -Below is an example of the resulting snippets: +We ended up with 123 snippets—below is an example: > #### Context > - Vince: the ultimate test of trust @@ -59,6 +59,9 @@ Below is an example of the resulting snippets: > - C) yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done > - D) ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information +Right answer +>! D + ### Context Modes Upon visual inspection of the resulting dataset, we found that the decoys were remarkably similar to the real messages, making it difficult even for us to consistently identify the genuine response. We wondered if providing additional context about the users might help determine the correct answer, which led us to explore different context modes: @@ -99,7 +102,7 @@ What's particularly significant is that injecting pre-processed summaries of use 2. The summarization can be done once with a smaller, cheaper model 3. The resulting performance gains are substantial compared to no-context baselines, and in some cases even better than providing the full context -This supports a core thesis behind Honcho: ambient processing of user context to generate compressed representations can improve model performance while keeping inference costs manageable. Rather than injecting massive amounts of data into the context window, models can achieve better results with distilled personality profiles. +This supports a core [thesis](https://blog.plasticlabs.ai/blog/Theory-of-Mind-Is-All-You-Need) behind Honcho: ambient processing of user context to generate compressed representations can improve model performance while keeping inference costs manageable. Rather than injecting massive amounts of data into the context window, models can achieve better results with distilled personality profiles. We didn't observe significant performance differences between 50-message and 100-message contexts, suggesting there may be diminishing returns beyond a certain point. This is likely dependent on factors like user count and conversation density. @@ -113,7 +116,7 @@ This is particularly interesting because tasks that would have seemed impossible While summary context generally outperformed raw context, this pattern wasn't universal. Some models (notably Claude 3.5 Sonnet) performed better with raw context than with summaries. This suggests different architectures may vary in their ability to extract relevant information from different types of context. -### Reasoning and Social Understanding May Involve Trade-offs +### Reasoning vs Social Understanding Trade-offs The relatively poor performance of models optimized for technical reasoning, like Claude 3.7 Sonnet (thinking), DeepSeek R1, and OpenAI's O-1 and O-3 Mini, raises interesting questions. Despite their strong results on math and coding benchmarks, these models achieved well below random performance on our social prediction task. From 59b668aa7989e1708c03899faa54a22203ec61fb Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:30:22 -0500 Subject: [PATCH 08/17] Add callout for example answer --- content/research/Can AI Models Predict What Youll Say Next.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 4366505d3..0b4839cec 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -59,8 +59,8 @@ We ended up with 123 snippets—below is an example: > - C) yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done > - D) ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information -Right answer ->! D +> [!warning] Correct answer +> D ### Context Modes From 65b155f0cca0d83c7800f044f19ec9e163a606e5 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:33:35 -0500 Subject: [PATCH 09/17] Make spoiler callout foldable --- .../research/Can AI Models Predict What Youll Say Next.md | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 0b4839cec..9d355e455 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -26,6 +26,9 @@ This creates a clear, verifiable reward signal for social understanding: either This benchmark also allows us to test whether models specifically optimized for technical reasoning excel at social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. +## Prior work and inspiration + + ## Methodology ### Dataset Creation @@ -59,8 +62,8 @@ We ended up with 123 snippets—below is an example: > - C) yeah and we could even gamify the process, giving users points for when their honcho makes decisions that align with what they would've done > - D) ohh yeah like a more proactive approach as opposed to being bayesian, updating priors based on new information -> [!warning] Correct answer -> D +> [!question]- Can you guess the right answer? +> D! 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zQ1XV~{;wVc{HJSx$N+hb)BR`FhzcHLLkH%heP3!NBE*5hnoRxrcbMMr>fK2flQ)_j zwh`Mw$esM65m+W(q$<|dIA*j3?pyFZgVrC7o9ykuPy}g&{A5f3r1Q|s%KP)y5!8U9 zM#BHzBvr?R6)HA_XTF9t0^B;&5VSp$_RMc{*|{Z*N<6I$SP4d%9Ed+B&~!-&+x}vA zmd8E;bBg-S0f6t*>pLs3ErFe7mOMuEs1LT52J;l+$+`g|*Yp!UP$&>x4Qf1E4DFju z|8t)uSr89p!!(Gf9P}?8g>4Nhh85G&5r)59aoAqNG0>D1$;oYO{mh`YsVmw9P5gG~p z@0D~t>VF^mzbpR#_XYm%t%SRN3}VoKzy80+5nj`v1C Date: Mon, 3 Mar 2025 16:42:55 -0500 Subject: [PATCH 11/17] Add updated image --- content/research/Can AI Models Predict What Youll Say Next.md | 1 + 1 file changed, 1 insertion(+) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 9d355e455..41fc0df35 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -29,6 +29,7 @@ This benchmark also allows us to test whether models specifically optimized for ## Prior work and inspiration + ## Methodology ### Dataset Creation From 10f183f8b0f16fef3a3cc01110d3f765c06eb455 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 16:58:21 -0500 Subject: [PATCH 12/17] Add prior work and inspiration --- content/research/Can AI Models Predict What Youll Say Next.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 41fc0df35..b4e89b34c 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -27,7 +27,9 @@ This creates a clear, verifiable reward signal for social understanding: either This benchmark also allows us to test whether models specifically optimized for technical reasoning excel at social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. ## Prior work and inspiration +At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [reason about user psychology](https://blog.plasticlabs.ai/blog/Theory-of-Mind-Is-All-You-Need) led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [research](https://blog.plasticlabs.ai/research/Violation-of-Expectation-via-Metacognitive-Prompting-Reduces-Theory-of-Mind-Prediction-Error-in-Large-Language-Models) on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. +With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges - yet establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. ## Methodology From e1f43ca0dae9333e52f799f86c8dd771b4f20dbe Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Mon, 3 Mar 2025 17:02:48 -0500 Subject: [PATCH 13/17] Fix broken image link --- content/research/Can AI Models Predict What Youll Say Next.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index b4e89b34c..62f3f46e1 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -92,7 +92,7 @@ For each model and context mode combination, we ran three trials with different ## Results and Discussion -![Figure 1: Model performance across different context modes](model_performance) +![Figure 1: Model performance across different context modes](VSR_results.png) Our evaluation produced several notable results: From b7e61d0cec9a0338603613b23c2fe845ac099f09 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Tue, 4 Mar 2025 15:15:48 -0500 Subject: [PATCH 14/17] Vince comments --- content/assets/VSR_results.png | Bin 375508 -> 0 bytes .../model_performance_by_context_mode.png | Bin 0 -> 405019 bytes ...n AI Models Predict What Youll Say Next.md | 32 ++++++++++-------- 3 files changed, 17 insertions(+), 15 deletions(-) delete mode 100644 content/assets/VSR_results.png create mode 100644 content/assets/model_performance_by_context_mode.png diff --git a/content/assets/VSR_results.png b/content/assets/VSR_results.png deleted file mode 100644 index 83e63cfb0e0a1ccadfa94f75cfcebf74bf104092..0000000000000000000000000000000000000000 GIT binary patch literal 0 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kn4t&p|6ESG@L*v6uYA*Gjs`zuqbq7ETQ??dFg^8u0FB!~^Z)<= literal 0 HcmV?d00001 diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 62f3f46e1..ad4345a56 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -10,26 +10,30 @@ tags: ## TL;DR -We developed a benchmark to evaluate how well language models can predict social interactions in conversation settings. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models in its non-reasoning variant, while its reasoning variant performed between 10 and 15 percentage points worse. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, this validates key aspects of the thesis behind our product Honcho. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. +We developed a benchmark to evaluate how well language models can predict social interactions in conversation settings. We wanted to test wether context can improve these predictions, and whether recent advances in reasoning models translate well from math and coding to social cognition. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models in its non-reasoning variant, while its reasoning variant performed between 10 and 15 percentage points worse. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, this validates key aspects of the [[Theory of Mind Is All You Need|thesis behind our product Honcho]]. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). +![Figure 1: Model performance across different context modes](model_performance_by_context_mode.png) + +Figure 1. Next-message prediction accuracy (%) by model and context mode. Error bars show standard error over three different runs with different random seeds to shuffle the order of the options. + ## Finding Verifiable Social Rewards The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers—like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards"—objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. -While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence—an area that has largely relied on more subjective evaluation metrics. +While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence--an area that has largely relied on more subjective evaluation metrics. -To address this gap, we developed a multiple-choice next-message prediction task using real conversations from our team's Discord. The premise is straightforward: given a snippet of conversation between two people and four possible options for what came next (with only one being the actual message), can a model identify the genuine response? +To address this gap, we developed a multiple-choice next-message prediction task using real conversations from our team's Discord. The premise is straightforward: given a snippet of conversation between two people and four possible options for what came next (with only one being the actual message), can a model identify the correct response? -This creates a clear, verifiable reward signal for social understanding: either the model correctly identifies the real message or it doesn't. Yet unlike many technical tasks, success requires the model to understand conversational dynamics, recognize individual communication patterns, track context across multiple turns, and model how specific people behave in specific social contexts. +This creates a clear, verifiable reward signal for social understanding: either the model correctly identifies the real message or it doesn't. Yet unlike many technical tasks, success requires the model to understand conversational dynamics, recognize individual communication patterns, track context across multiple turns, and model how different people behave in specific social contexts. -This benchmark also allows us to test whether models specifically optimized for technical reasoning excel at social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. +This benchmark also allows us to test whether models specifically optimized for technical reasoning generalize to social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. ## Prior work and inspiration -At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [reason about user psychology](https://blog.plasticlabs.ai/blog/Theory-of-Mind-Is-All-You-Need) led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [research](https://blog.plasticlabs.ai/research/Violation-of-Expectation-via-Metacognitive-Prompting-Reduces-Theory-of-Mind-Prediction-Error-in-Large-Language-Models) on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. +At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [[Theory of Mind Is All You Need|reason about the user's psychology]] led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [[Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models|research]] on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. -With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges - yet establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. +With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges--yet establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. ## Methodology @@ -74,7 +78,7 @@ Upon visual inspection of the resulting dataset, we found that the decoys were r 1. **No Context**: Models only received the immediate conversation snippet and the four options. 2. **Raw Context**: Models received the conversation snippet plus the previous 50 or 100 messages from the Discord history (unfiltered and unprocessed). -3. **Summary Context**: Models received the conversation snippet plus a generated personality profile of the target user, created by processing the previous 50 or 100 messages through Llama 3.3 70B. +3. **Summary Context**: Models received the conversation snippet plus a generated personality profile of the target user, created by processing the previous 50 or 100 messages through Llama 3.3 70B. The prompt used to generate this summary is available in the [project repo](https://github.com/plastic-labs/next-message-prediction-public/blob/950384174023ba315b628d3ba7bdb7c00b918544/generate_dataset.py#L156) on GitHub. This design allowed us to compare whether any context provides useful signals for predicting social behavior, and whether a summary can provide results comparable to the full context. @@ -92,9 +96,11 @@ For each model and context mode combination, we ran three trials with different ## Results and Discussion -![Figure 1: Model performance across different context modes](VSR_results.png) +The results of our experiment are shown in Figure 1. In this section, we analyze them in detail and provide some insights and interpretation. -Our evaluation produced several notable results: +![Figure 1: Model performance across different context modes](model_performance_by_context_mode.png) + +Figure 1. Mean next-message prediction accuracy (%) by model and context mode. Error bars show standard error over three different runs with different random seeds to shuffle the order of the options. ### Context Helps Regardless of Form @@ -126,11 +132,7 @@ While summary context generally outperformed raw context, this pattern wasn't un The relatively poor performance of models optimized for technical reasoning, like Claude 3.7 Sonnet (thinking), DeepSeek R1, and OpenAI's O-1 and O-3 Mini, raises interesting questions. Despite their strong results on math and coding benchmarks, these models achieved well below random performance on our social prediction task. -This suggests potential trade-offs in model optimization. The reinforcement learning or supervised fine-tuning techniques used to enhance reasoning abilities might come at the expense of social cognition capabilities, possibly through: - -1. Training data composition that emphasizes technical content over social interactions -2. Alignment techniques that optimize for step-by-step reasoning rather than social intuition -3. Reinforcement learning objectives that prioritize factual accuracy over social understanding +This suggests potential trade-offs in model optimization. The reinforcement learning or supervised fine-tuning techniques used to enhance reasoning abilities might come at the expense of social cognition capabilities. However, without access to the architectures, data and training procedures that major labs like Anthropic and OpenAI use to build these models, it's hard to know exactly what might be causing models like Claude 3.7 Sonnet and GPT-4.5 to perform so much better on this task. ### Caveat: Decoy Generation From b3c74b09581b5c1edaacce15605d7b848ff67146 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Wed, 5 Mar 2025 12:05:51 -0500 Subject: [PATCH 15/17] Add context on social intelligence in introduction --- .../research/Can AI Models Predict What Youll Say Next.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index ad4345a56..2eae9dc81 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -10,7 +10,7 @@ tags: ## TL;DR -We developed a benchmark to evaluate how well language models can predict social interactions in conversation settings. We wanted to test wether context can improve these predictions, and whether recent advances in reasoning models translate well from math and coding to social cognition. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models in its non-reasoning variant, while its reasoning variant performed between 10 and 15 percentage points worse. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, this validates key aspects of the [[Theory of Mind Is All You Need|thesis behind our product Honcho]]. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. +We developed a benchmark to evaluate how well language models can predict social interactions in conversational settings. We wanted to test wether context can improve these predictions, and whether recent advances in reasoning models translate well from math and coding to social cognition. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models in its non-reasoning variant, while its reasoning variant performed between 10 and 15 percentage points worse. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, we're excited that this validates key aspects of the [[Theory of Mind Is All You Need|thesis behind our product Honcho]]. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). @@ -20,9 +20,9 @@ Figure 1. Next-message prediction accuracy (%) by model and context mode. Error ## Finding Verifiable Social Rewards -The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers—like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards"—objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. +The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers--like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards"--objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence. -While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence--an area that has largely relied on more subjective evaluation metrics. +Here, by social intelligence we mean the ability to accurately interpret others' intentions, emotions, and likely behaviors in social contexts--essentially modeling other minds to predict social outcomes. In this sense, our social cognition is as essential to our functioning as having a robust predictive model of physics, our environment and proprioception. creating objective measures for this in AI systems remains challenging. While humans develop this ability naturally through social feedback (successful predictions are "rewarded" with smoother interactions), creating objective measures for this in AI systems remains challenging. To address this gap, we developed a multiple-choice next-message prediction task using real conversations from our team's Discord. The premise is straightforward: given a snippet of conversation between two people and four possible options for what came next (with only one being the actual message), can a model identify the correct response? @@ -30,7 +30,7 @@ This creates a clear, verifiable reward signal for social understanding: either This benchmark also allows us to test whether models specifically optimized for technical reasoning generalize to social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. -## Prior work and inspiration +## Prior work & inspiration At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [[Theory of Mind Is All You Need|reason about the user's psychology]] led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [[Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models|research]] on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges--yet establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. From ce98fcc716a328afe16c377d086d40a492171541 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Wed, 5 Mar 2025 12:15:47 -0500 Subject: [PATCH 16/17] Fix typos --- .../Can AI Models Predict What Youll Say Next.md | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index 2eae9dc81..f1efaee18 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -20,9 +20,9 @@ Figure 1. Next-message prediction accuracy (%) by model and context mode. Error ## Finding Verifiable Social Rewards -The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers--like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards"--objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence. +The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers, like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards": objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence. -Here, by social intelligence we mean the ability to accurately interpret others' intentions, emotions, and likely behaviors in social contexts--essentially modeling other minds to predict social outcomes. In this sense, our social cognition is as essential to our functioning as having a robust predictive model of physics, our environment and proprioception. creating objective measures for this in AI systems remains challenging. While humans develop this ability naturally through social feedback (successful predictions are "rewarded" with smoother interactions), creating objective measures for this in AI systems remains challenging. +Here, by social intelligence we mean the ability to accurately interpret others' intentions, emotions, and likely behaviors in social contexts--essentially modeling other minds to predict social outcomes. In this sense, our social cognition is as essential to our functioning as having a robust predictive model of physics, our environment and proprioception. While humans develop this ability naturally through social feedback (successful predictions are "rewarded" with smoother interactions), creating objective measures for this in AI systems remains challenging. To address this gap, we developed a multiple-choice next-message prediction task using real conversations from our team's Discord. The premise is straightforward: given a snippet of conversation between two people and four possible options for what came next (with only one being the actual message), can a model identify the correct response? @@ -31,9 +31,10 @@ This creates a clear, verifiable reward signal for social understanding: either This benchmark also allows us to test whether models specifically optimized for technical reasoning generalize to social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. ## Prior work & inspiration -At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [[Theory of Mind Is All You Need|reason about the user's psychology]] led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [[Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models|research]] on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. -With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges--yet establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. +At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [[Theory of Mind Is All You Need|reason about the user's psychology]] led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found that AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [[Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models|research]] on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. + +With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges--yet, establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. ## Methodology @@ -42,9 +43,9 @@ With recent work on reasoning models, including DeepSeek's R1, showing remarkabl We created our dataset by extracting conversation snippets from our internal team Discord channels (accessible only to our core team of 5-10 people). Each snippet contained: -- 6-10 messages between exactly two participants -- At least two messages from each participant, ensuring each person had at least two conversational turns -- A target message (the message that was sent immediately after the snippet) +- 6-10 messages between exactly two participants. +- At least two messages from each participant, ensuring each person had at least two conversational turns. +- A target message (the message that was sent immediately after the snippet). For each genuine target message, we generated three convincing decoys using Claude 3.7 Sonnet. These decoys were designed to be plausible alternatives that matched the style and substance of the real message while being distinctly different. From 0620fd37e4460c4410a7862febd9aa9a6d8dd036 Mon Sep 17 00:00:00 2001 From: Daniel Balcells Date: Wed, 5 Mar 2025 13:47:32 -0500 Subject: [PATCH 17/17] Fix formatting --- ...n AI Models Predict What Youll Say Next.md | 61 ++++--------------- 1 file changed, 12 insertions(+), 49 deletions(-) diff --git a/content/research/Can AI Models Predict What Youll Say Next.md b/content/research/Can AI Models Predict What Youll Say Next.md index f1efaee18..0097add5e 100644 --- a/content/research/Can AI Models Predict What Youll Say Next.md +++ b/content/research/Can AI Models Predict What Youll Say Next.md @@ -6,20 +6,15 @@ tags: - research - ml --- - - ## TL;DR - We developed a benchmark to evaluate how well language models can predict social interactions in conversational settings. We wanted to test wether context can improve these predictions, and whether recent advances in reasoning models translate well from math and coding to social cognition. By testing various models on the task of predicting the next message in real Discord conversations, with and without different types of context, we found that Claude 3.7 Sonnet significantly outperforms other models in its non-reasoning variant, while its reasoning variant performed between 10 and 15 percentage points worse. We discovered that generating context summaries with a smaller model (Llama 3.3 70B) and injecting these into inference yields comparable or better results than providing raw conversation history. On one hand, we're excited that this validates key aspects of the [[Theory of Mind Is All You Need|thesis behind our product Honcho]]. On the other hand, we discovered that models highly optimized for technical reasoning often underperform on social cognition tasks. Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). ![Figure 1: Model performance across different context modes](model_performance_by_context_mode.png) -Figure 1. Next-message prediction accuracy (%) by model and context mode. Error bars show standard error over three different runs with different random seeds to shuffle the order of the options. - +*Figure 1. Next-message prediction accuracy (%) by model and context mode. Error bars show standard error over three different runs with different random seeds to shuffle the order of the options.* ## Finding Verifiable Social Rewards - The machine learning community has made significant progress optimizing language models for tasks with clear, verifiable answers, like math, coding, and factual reasoning. These domains offer what are called "verifiable rewards": objective measures that can be used for reinforcement learning without relying on human preferences or subjective judgments. While this approach has yielded impressive results for technical reasoning, at Plastic Labs we've become increasingly curious about whether similar verifiable reward structures could be developed for social intelligence. Here, by social intelligence we mean the ability to accurately interpret others' intentions, emotions, and likely behaviors in social contexts--essentially modeling other minds to predict social outcomes. In this sense, our social cognition is as essential to our functioning as having a robust predictive model of physics, our environment and proprioception. While humans develop this ability naturally through social feedback (successful predictions are "rewarded" with smoother interactions), creating objective measures for this in AI systems remains challenging. @@ -29,18 +24,12 @@ To address this gap, we developed a multiple-choice next-message prediction task This creates a clear, verifiable reward signal for social understanding: either the model correctly identifies the real message or it doesn't. Yet unlike many technical tasks, success requires the model to understand conversational dynamics, recognize individual communication patterns, track context across multiple turns, and model how different people behave in specific social contexts. This benchmark also allows us to test whether models specifically optimized for technical reasoning generalize to social understanding, and to get a granular, quantifiable understanding of models' social reasoning abilities. - ## Prior work & inspiration - At Plastic Labs, our journey into AI social cognition began with our experimental tutor, Bloom. We discovered that giving AI systems autonomy to [[Theory of Mind Is All You Need|reason about the user's psychology]] led to dramatic improvements in performance. By allowing models to predict users' mental states and identify what additional information they needed, we found that AI systems could develop a nascent theory of mind for each user. This approach, which we later formalized in our [[Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models|research]] on metacognitive prompting, demonstrated that social context reasoning can significantly reduce prediction errors in large language models. With recent work on reasoning models, including DeepSeek's R1, showing remarkable gains through reinforcement learning on mathematical and coding tasks, we're particularly interested in developing verifiable social rewards that could drive similar improvements in social reasoning. Unlike technical domains with clear right and wrong answers, social prediction introduces unique challenges--yet, establishing benchmarks in this area could unlock entirely new dimensions of AI capability that are crucial for creating systems that truly understand and adapt to human users. - - ## Methodology - ### Dataset Creation - We created our dataset by extracting conversation snippets from our internal team Discord channels (accessible only to our core team of 5-10 people). Each snippet contained: - 6-10 messages between exactly two participants. @@ -72,9 +61,7 @@ We ended up with 123 snippets—below is an example: > [!question]- Can you guess the right answer? > D! Classic Vince being Bayesian. - ### Context Modes - Upon visual inspection of the resulting dataset, we found that the decoys were remarkably similar to the real messages, making it difficult even for us to consistently identify the genuine response. We wondered if providing additional context about the users might help determine the correct answer, which led us to explore different context modes: 1. **No Context**: Models only received the immediate conversation snippet and the four options. @@ -82,83 +69,59 @@ Upon visual inspection of the resulting dataset, we found that the decoys were r 3. **Summary Context**: Models received the conversation snippet plus a generated personality profile of the target user, created by processing the previous 50 or 100 messages through Llama 3.3 70B. The prompt used to generate this summary is available in the [project repo](https://github.com/plastic-labs/next-message-prediction-public/blob/950384174023ba315b628d3ba7bdb7c00b918544/generate_dataset.py#L156) on GitHub. This design allowed us to compare whether any context provides useful signals for predicting social behavior, and whether a summary can provide results comparable to the full context. - ### Experimental Setup - We tested a wide range of models including: -- Claude 3.7 Sonnet, Claude 3.5 Sonnet, Claude 3.5 Haiku -- GPT-4.5, GPT-4o, GPT-4o Mini, O-1, O-3 Mini -- Google's Gemini 2.0 Flash -- Meta's Llama 3.3 70B Instruct -- Nous Research's Hermes 3 (405B and 70B variants) -- DeepSeek models (Chat and R1) +- Claude 3.7 Sonnet, Claude 3.5 Sonnet, Claude 3.5 Haiku. +- GPT-4.5, GPT-4o, GPT-4o Mini, O-1, O-3 Mini. +- Google's Gemini 2.0 Flash. +- Meta's Llama 3.3 70B Instruct. +- Nous Research's Hermes 3 (405B and 70B variants). +- DeepSeek models (Chat and R1). For each model and context mode combination, we ran three trials with different random seeds to control for position bias in option selection. Ideally we would have run more trials, but we wanted to constrain the compute needed for this experiment. - ## Results and Discussion - The results of our experiment are shown in Figure 1. In this section, we analyze them in detail and provide some insights and interpretation. ![Figure 1: Model performance across different context modes](model_performance_by_context_mode.png) -Figure 1. Mean next-message prediction accuracy (%) by model and context mode. Error bars show standard error over three different runs with different random seeds to shuffle the order of the options. - +*Figure 1. Mean next-message prediction accuracy (%) by model and context mode. Error bars show standard error over three different runs with different random seeds to shuffle the order of the options.* ### Context Helps Regardless of Form - Additional context helps models predict social behavior, whether that context is provided as raw conversation history or as a processed summary. Moving from no context to either raw or summary context yielded substantial improvements for virtually all models tested. This confirms what might seem intuitive: knowing more about someone helps predict what they might say next. - ### Efficient Context Processing Works - What's particularly significant is that injecting pre-processed summaries of user context works as well as or better than providing raw context for most models. This has important implications for system design: -1. The summaries contain far fewer tokens than raw context (approximately one paragraph versus potentially thousands of tokens) -2. The summarization can be done once with a smaller, cheaper model -3. The resulting performance gains are substantial compared to no-context baselines, and in some cases even better than providing the full context +1. The summaries contain far fewer tokens than raw context (approximately one paragraph versus potentially thousands of tokens). +2. The summarization can be done once with a smaller, cheaper model. +3. The resulting performance gains are substantial compared to no-context baselines, and in some cases even better than providing the full context. This supports a core [thesis](https://blog.plasticlabs.ai/blog/Theory-of-Mind-Is-All-You-Need) behind Honcho: ambient processing of user context to generate compressed representations can improve model performance while keeping inference costs manageable. Rather than injecting massive amounts of data into the context window, models can achieve better results with distilled personality profiles. We didn't observe significant performance differences between 50-message and 100-message contexts, suggesting there may be diminishing returns beyond a certain point. This is likely dependent on factors like user count and conversation density. - ### Newest Models Lead the Way - Only the newest models perform well on this task. Claude 3.7 Sonnet and GPT-4.5 (both released last week) were the only models to achieve accuracy significantly above 40% in any context mode, with Claude 3.7 (non-thinking) reaching nearly 60% accuracy with summary context—more than doubling the 25% random baseline. This is particularly interesting because tasks that would have seemed impossible for models that existed just months ago are now becoming tractable. This rapid progress also informs how we should think about designing evaluations—creating hard tasks that aren't saturated from the start rather than ones where models already perform at ceiling. - ### Different Models Benefit from Different Contexts - -While summary context generally outperformed raw context, this pattern wasn't universal. Some models (notably Claude 3.5 Sonnet) performed better with raw context than with summaries. This suggests different architectures may vary in their ability to extract relevant information from different types of context. - +While summary context generally outperformed raw context, this pattern wasn't universal. Some models (notably Claude 3.5 Sonnet and GPT-4.5) performed better with raw context than with summaries. This suggests different architectures may vary in their ability to extract relevant information from different types of context. ### Reasoning vs Social Understanding Trade-offs - The relatively poor performance of models optimized for technical reasoning, like Claude 3.7 Sonnet (thinking), DeepSeek R1, and OpenAI's O-1 and O-3 Mini, raises interesting questions. Despite their strong results on math and coding benchmarks, these models achieved well below random performance on our social prediction task. This suggests potential trade-offs in model optimization. The reinforcement learning or supervised fine-tuning techniques used to enhance reasoning abilities might come at the expense of social cognition capabilities. However, without access to the architectures, data and training procedures that major labs like Anthropic and OpenAI use to build these models, it's hard to know exactly what might be causing models like Claude 3.7 Sonnet and GPT-4.5 to perform so much better on this task. - ### Caveat: Decoy Generation - We should note that our decoys were generated using Claude 3.7 Sonnet, which was also the best-performing model on the task. It's possible that Claude 3.7 is better at recognizing the subtleties in its own generations. However, this almost creates a generative adversarial setup—Claude 3.7 is both generating challenging decoys and trying to identify them—which makes its strong performance even more notable. - ## Future Directions - ### Verifiable Social Rewards for RL So far, we've used this task purely as an evaluation metric, but with a large enough dataset, it could potentially serve as a reward signal for reinforcement learning. This would allow for optimization of social cognition abilities with objective metrics, similar to how technical reasoning has been enhanced. Expanding our toolkit of objective social evaluation metrics could help bridge the gap between technical and social intelligence. - ### Social-Reasoning Balance - Can we develop training techniques that enhance reasoning capabilities without sacrificing social cognition? This might involve carefully designed datasets that balance technical and social tasks, or novel fine-tuning approaches that preserve multiple types of capabilities. Understanding the apparent trade-off between these abilities could be crucial for developing more well-rounded AI systems. - ### Context Optimization and Alternative Approaches We're also interested in exploring several technical improvements to the methodology: finding the minimum effective context window size across different environments; testing different prompting techniques and models for generating personality summaries; experimenting with combinations of raw and summary contexts; and trying different models for decoy generation to address potential advantages Claude 3.7 might have in recognizing its own outputs. - ## Conclusion - We were excited to find that this social prediction task was genuinely challenging for most current models, with only the very latest releases showing strong performance. The fact that models optimized for reasoning performed poorly suggests interesting trade-offs in current training approaches. Meanwhile, the effectiveness of pre-processed context summaries supports a key principle behind Honcho: ambient processing of user context can significantly improve personalization while managing compute costs. Check out the code [here](https://github.com/plastic-labs/next-message-prediction-public). We used our private Discord messages for the experiment so we're unable to publish our own dataset, but the repository contains instructions to replicate the experiment with your own data. If you have any questions, feel free to ask on GitHub! --- - *If you're interested in discussing this research or exploring how improved social modeling could benefit your AI applications, [join our Discord](https://discord.gg/plasticlabs) or reach out to us at [hello@plasticlabs.ai](mailto:hello@plasticlabs.ai).* \ No newline at end of file