From 6a92a26394700154f4365dd188f2c6b102efaf7c Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:33:23 -0500 Subject: [PATCH 01/12] dspy blog/rn --- content/_index.md | 2 + content/assets/escher_honcho.png | Bin 0 -> 97373 bytes content/assets/honcho_shoggoth.png | Bin 0 -> 313390 bytes .../blog/`user_state` is State of the Art.md | 87 ++++++++++++++++++ ...cel at theory of mind because they read.md | 2 - content/releases/Release Notes 02.23.24.md | 32 +++++++ 6 files changed, 121 insertions(+), 2 deletions(-) create mode 100644 content/assets/escher_honcho.png create mode 100644 content/assets/honcho_shoggoth.png create mode 100644 content/blog/`user_state` is State of the Art.md create mode 100644 content/releases/Release Notes 02.23.24.md diff --git a/content/_index.md b/content/_index.md index 31d61a263..8858e62ef 100644 --- a/content/_index.md +++ b/content/_index.md @@ -14,6 +14,7 @@ It’s our mission to realize this future. ## Blog +[[`user_state` is State of the Art]] [[Memories for All]] [[Honcho; User Context Management for LLM Apps|Honcho: User Context Management for LLM Apps]] [[Theory of Mind Is All You Need]] @@ -40,6 +41,7 @@ It’s our mission to realize this future. ## Release Notes +[[Release Notes 02.23.24]] [[Release Notes 02.15.24]] [[Release Notes 02.08.24]] [[Release Notes 02.01.24]] diff --git a/content/assets/escher_honcho.png b/content/assets/escher_honcho.png new file mode 100644 index 0000000000000000000000000000000000000000..a349fbc03c6a62b3fd402ecd2adefe55753b45ad GIT binary patch literal 97373 zcmY(q2V9c<*D$V`D|cp?GqbdE-=!cbR+iRXYGsK7cWEjrI0Iia#kinPH?XTS7>Cfzvp@0=l%aLKES!oIp1@x^S#FRtSkMdosHBXr9%P&0#etm zUcN0LASkl`wG!L^6=0N>PVfI6^t)(#Q9z(NM}qGqyuW|k=jv@+0Rgm@fIxh*fWYoP zDtOf5$1@$@T`=CnQMU>t2ZW zeSK6A;y(-m<|yz!7<50}>o_V19vlWnS)BMU4)8wwAGE=V;DtE9TE|4apJ^(6#eh^ z-^Us5@B9BW1&95QS^EYW{D)#-q;F{Ozq0p-n*Rq2wh#5czpwc}@*zg%|Hb+L!~KsQ 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Entire religions and philosophical movements have been spawned just to jailbreak this experience. + +As they all point out, identity is *way* more complicated than you think. + +While we perceive psychological continuity across contexts and time, closer inspection reveals a network of branching and diachronic identities. We adopt varied personas and play different characters in diverse settings, and we refine, optimize, and evolve that quiver of selves throughout our lives. + +In short, it's messy. Or, rather, elegant emergent complexity. + +Each human self isn't just one mythical [Ship of Theseus](https://en.wikipedia.org/wiki/Ship_of_Theseus)--planks being replaced one by one over slow years--but a fleet of them, all with full, manual and autonomous CRUD operations. + +## Digital Twins Are Naïve + +So what does this mean for the problem of good UX (and alignment) in AI? If each individual is vastly complex and the industry hopes to scale to billions of users, we have a daunting task. + +The knee jerk reaction to this level of understanding is to assume the problem intractable. How can we possibly represent, much less simulate something so enormous? Better to focus on [[Machine learning is fixated on task performance|optimizing general tasks]] like in traditional software paradigms, then serve that homogenized experience to every user (never mind missing the [[LLMs excel at theory of mind because they read|non-skeuomorphic opportunities]], we'll get to them...at some point...if they're not mirages). + +Besides, surely mapping the full breadth of user identity requires much more compute and storage even than the massive AI hardware buildouts now getting underway. We're drifting into absurd [Borges-like territory](https://en.wikipedia.org/wiki/On_Exactitude_in_Science) imagining maps the size of the land they seek to represent. And didn't [Laplace (eventually) show us](https://en.wikipedia.org/wiki/Laplace%27s_demon) that demons like this are hopelessly naive? + +![[escher_honcho.png]] +([*Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it*...) +## Matryoshka Representation + +So is representing user identity for LLM apps a problem of [computational irreducibility](https://en.wikipedia.org/wiki/Computational_irreducibility)--no shortcuts, full simulation required? + +We think not. + +### Social Simulacra + +Consider the social cognition and theory of mind involved in getting to know someone. At first, you have no idea who tf they are or how they'll behave. You're on high alert. You (basally or consciously) notice and interpret tons of data points, you'll likely have vivid memories of these early interactions. + +What's happening is your brain is constructing a model of the other person--a compressed representation. Early on, this model is pretty much the same as your model for people *like* them--a/s/l, how they look, how they dress: stereotypes. But the more data your brain gets, the more this model starts to diverge, a representational meiosis. + +Pretty soon you've got a full fledged simulacra of that human living rent free in your brain (you can even talk to it!). You cease to store and recall so much of each interaction as this model gets asymptotically higher-fidelity. It's better at predicting behavior, which throws less errors, and so requires less updating of weights. + +In a chicken and egg situation, you're now spending more time with this person. You start to notice divergence in your monolithic model. It further divides to capture and predict how they are when they're angry, sad, excited, drunk; at work, with family, with high school or college friends. In some of these *states*, they're a completely different person. + +Your mind is now host to a compression of the fleet of Theseus that constitutes the elements of their identity you've had first, second, third, -hand access to. + +### Meta-methods + +> The second general point to be learned from [the bitter lesson](http://www.incompleteideas.net/IncIdeas/BitterLesson.html) is that the actual contents of minds are tremendously, irredeemably complex; we should stop trying to find simple ways to think about the contents of minds, such as simple ways to think about space, objects, multiple agents, or symmetries. All these are part of the arbitrary, intrinsically-complex, outside world. They are not what should be built in, as their complexity is endless; instead we should build in only the meta-methods that can find and capture this arbitrary complexity. Essential to these methods is that they can find good approximations, but the search for them should be by our methods, not by us. We want AI agents that can discover like we can, not which contain what we have discovered. Building in our discoveries only makes it harder to see how the discovering process can be done.[^1] + +Now let's consider the nested representation needed to construct LLMs, and its relationship to social cognition. + +Reality is apparently [very weird](https://writings.stephenwolfram.com/2021/11/the-concept-of-the-ruliad/). Our senses only capture a pitiful sliver of it. A slice of the sliver is compressed to create a set of world models that give you the predictive ability to function in your environment. + +Among other things, humans have taken to using those models to create *generative* output--our art, literature, science, media. And in the few thousand years we've been busy with this, we've also trained new (local wetware) models on that synthetic data and generated still more output. + +Then we threw a slice of that corpus up onto a collective brain, just to ratchet things up real good. And from there we harvested a sliver of that collective representation and used it to train large language models, which themselves produce libraries of generative output for more training. + +Do you notice the similarity? Is the language model a fundamentally different *kind of thing* than the many-headed simulacra of your friend? One runs on a wetware substrate and one on a GPU, but both are compressions of slivers of reality that produce predictions of remarkably high-fidelity. Why shouldn't LLMs be able to embrace the complexity of modeling users? Is the LLM a fundamentally different kind of thing than the predictive and modeling capacities of your brain? + +Leaving aside the physics and biology, at this *computational and philosophical* level, again, we think not. At least not in a way that would limit the project of capturing the complexity of human identity with an LLM. In fact, the similarities mean precisely that it is possible. [Sora](https://openai.com/research/video-generation-models-as-world-simulators) doesn't need a physics engine, [NeRF](https://en.wikipedia.org/wiki/Neural_radiance_field) doesn't need a Borgean map. Much of the LLM training corpus [[LLMs excel at theory of mind because they read|includes narration]] about human identity, we're a social species, after all...our synthetic progeny can be social too. + +Because LLMs are [simulators](https://generative.ink/posts/simulators/), they can wear many masks. They have something like [world models](https://arxiv.org/abs/2310.02207) *and* [theory of mind](https://arxiv.org/abs/2302.02083). Hell, they're perfectly suited to the task of modeling and predicting the intricacies of human identity. + +We can (and should) even allow them the agency to decide what elements of our identities and typical states to model and how to auto-optimize around them. We don't need full brain scans here, we just need to give them the right meta-methods. + +![[honcho_shoggoth.png]] +(*We don't want one [shoggoth](https://x.com/TetraspaceWest/status/1625264347122466819?s=20) mask per app, or one per user, but as many as each human's identity is complex*) + +## A DSPy Demo for Honcho + +OK but what sorts of `user_states` are we talking about? + + + +## + +why + +mirror neurons +use cases +improved UX + + +--- +[^1]: Sutton. ["The Bitter Lesson."](http://www.incompleteideas.net/IncIdeas/BitterLesson.html) 2019. \ No newline at end of file diff --git a/content/notes/LLMs excel at theory of mind because they read.md b/content/notes/LLMs excel at theory of mind because they read.md index b25c8dc91..a60124338 100644 --- a/content/notes/LLMs excel at theory of mind because they read.md +++ b/content/notes/LLMs excel at theory of mind because they read.md @@ -10,8 +10,6 @@ The experience of such natural language narration *is itself a simulation* where It's not such a stretch to imagine that in optimizing for other tasks LLMs acquire emergent abilities not intentionally trained.[^3] It may even be that in order to learn natural language prediction, these systems need theory of mind abilities or that learning language specifically involves them--that's certainly the case with human wetware systems and theory of mind skills do seem to improve with model size and language generation efficacy. ---- - [^1]: Kosinski includes a compelling treatment of much of this in ["Evaluating Large Language Models in Theory of Mind Tasks"](https://arxiv.org/abs/2302.02083) [^2]: It also leads to other wacky phenomena like the [Waluigi effect](https://www.lesswrong.com/posts/D7PumeYTDPfBTp3i7/the-waluigi-effect-mega-post#The_Waluigi_Effect) [^3]: Here's Chalmers [making a very similar point](https://youtube.com/clip/UgkxliSZFnnZHvYf2WHM4o1DN_v4kW6LsiOU?feature=shared) \ No newline at end of file diff --git a/content/releases/Release Notes 02.23.24.md b/content/releases/Release Notes 02.23.24.md new file mode 100644 index 000000000..7b0c5a187 --- /dev/null +++ b/content/releases/Release Notes 02.23.24.md @@ -0,0 +1,32 @@ +## News + +*Big* stuff today. + +- A DSPy demo for Honcho! + +- Honcho v0.0.4 + +- A blog post exploring a new paradigm for user identity + + +We're spinning up lots of direct channels for teams building with Honcho. [Join our Discord](https://mc.sendgrid.com/single-sends/f6b4e9ec-d1b9-11ee-a861-2a442512d272/editor/modules?moduleId=3132ac4a-0e6a-41d6-a023-b4348211294b.2), and let's build together 🦾. + +## Honcho v0.0.4 + +ADDED +- A User object for global user level metadata and more object oriented interface + +- Reverse Pagination support to get recent messages, sessions, etc. more easily + +- Linting Rules + +CHANGED +- Get sessions method returns all sessions including inactive + +- Using timestampz instead of timestamp + +- `Client` renamed to `Honcho` + +- `Honcho` takes in `app_name` instead of `app_id`. `app_name` needs to be a unique identifier + +- `Honcho` object requires an `initialize()` call to be used \ No newline at end of file From c9deae2f0ebabcac3da96939970c14fb0f365e97 Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:35:57 -0500 Subject: [PATCH 02/12] rendering --- content/_index.md | 2 +- ...is State of the Art.md => user_state is State of the Art.md} | 0 2 files changed, 1 insertion(+), 1 deletion(-) rename content/blog/{`user_state` is State of the Art.md => user_state is State of the Art.md} (100%) diff --git a/content/_index.md b/content/_index.md index 8858e62ef..ebf005b88 100644 --- a/content/_index.md +++ b/content/_index.md @@ -14,7 +14,7 @@ It’s our mission to realize this future. ## Blog -[[`user_state` is State of the Art]] +[[user_state is State of the Art]] [[Memories for All]] [[Honcho; User Context Management for LLM Apps|Honcho: User Context Management for LLM Apps]] [[Theory of Mind Is All You Need]] diff --git a/content/blog/`user_state` is State of the Art.md b/content/blog/user_state is State of the Art.md similarity index 100% rename from content/blog/`user_state` is State of the Art.md rename to content/blog/user_state is State of the Art.md From 9c37b9a387e5f5843ba443610f50603d75dc92fe Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:38:56 -0500 Subject: [PATCH 03/12] title edits --- content/_index.md | 2 +- ... State of the Art.md => User State is State of the Art.md} | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) rename content/blog/{user_state is State of the Art.md => User State is State of the Art.md} (98%) diff --git a/content/_index.md b/content/_index.md index ebf005b88..6bfbe7cb0 100644 --- a/content/_index.md +++ b/content/_index.md @@ -14,7 +14,7 @@ It’s our mission to realize this future. ## Blog -[[user_state is State of the Art]] +[[User State is State of the Art]] [[Memories for All]] [[Honcho; User Context Management for LLM Apps|Honcho: User Context Management for LLM Apps]] [[Theory of Mind Is All You Need]] diff --git a/content/blog/user_state is State of the Art.md b/content/blog/User State is State of the Art.md similarity index 98% rename from content/blog/user_state is State of the Art.md rename to content/blog/User State is State of the Art.md index 21fe27af6..4ef25a497 100644 --- a/content/blog/user_state is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -3,7 +3,7 @@ LLM apps can embrace the complexity and plasticity of human identity to deliver We're introducing a framework for modeling your users automatically and dynamically. -All of us adopt different personas in different contexts--with [Honcho](https://honcho.dev) you can learn these `user_states` so your app can better meet user need in every moment. +All of us adopt different personas in different contexts--with [Honcho](https://honcho.dev) you can learn these user *states* so your app can better meet user need in every moment. ## Fleet of Theseus @@ -70,7 +70,7 @@ We can (and should) even allow them the agency to decide what elements of our id ## A DSPy Demo for Honcho -OK but what sorts of `user_states` are we talking about? +OK but what sorts of user states are we talking about? From 8570954072ff6d740378559b1f11a8b5ab7339f0 Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:42:58 -0500 Subject: [PATCH 04/12] captions --- content/blog/User State is State of the Art.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index 4ef25a497..3b149b729 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -26,7 +26,7 @@ The knee jerk reaction to this level of understanding is to assume the problem i Besides, surely mapping the full breadth of user identity requires much more compute and storage even than the massive AI hardware buildouts now getting underway. We're drifting into absurd [Borges-like territory](https://en.wikipedia.org/wiki/On_Exactitude_in_Science) imagining maps the size of the land they seek to represent. And didn't [Laplace (eventually) show us](https://en.wikipedia.org/wiki/Laplace%27s_demon) that demons like this are hopelessly naive? ![[escher_honcho.png]] -([*Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it*...) +*[Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it*... ## Matryoshka Representation So is representing user identity for LLM apps a problem of [computational irreducibility](https://en.wikipedia.org/wiki/Computational_irreducibility)--no shortcuts, full simulation required? @@ -66,7 +66,7 @@ Because LLMs are [simulators](https://generative.ink/posts/simulators/), they ca We can (and should) even allow them the agency to decide what elements of our identities and typical states to model and how to auto-optimize around them. We don't need full brain scans here, we just need to give them the right meta-methods. ![[honcho_shoggoth.png]] -(*We don't want one [shoggoth](https://x.com/TetraspaceWest/status/1625264347122466819?s=20) mask per app, or one per user, but as many as each human's identity is complex*) +*We don't want one [shoggoth](https://x.com/TetraspaceWest/status/1625264347122466819?s=20) mask per app, or one per user, but as many as each human's identity is complex* ## A DSPy Demo for Honcho From da3d44775d6b0ea03742eb3756c9a41115367f28 Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:44:31 -0500 Subject: [PATCH 05/12] caption tweak --- content/blog/User State is State of the Art.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index 3b149b729..40cf74c21 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -26,7 +26,7 @@ The knee jerk reaction to this level of understanding is to assume the problem i Besides, surely mapping the full breadth of user identity requires much more compute and storage even than the massive AI hardware buildouts now getting underway. We're drifting into absurd [Borges-like territory](https://en.wikipedia.org/wiki/On_Exactitude_in_Science) imagining maps the size of the land they seek to represent. And didn't [Laplace (eventually) show us](https://en.wikipedia.org/wiki/Laplace%27s_demon) that demons like this are hopelessly naive? ![[escher_honcho.png]] -*[Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it*... +*[Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it...* ## Matryoshka Representation So is representing user identity for LLM apps a problem of [computational irreducibility](https://en.wikipedia.org/wiki/Computational_irreducibility)--no shortcuts, full simulation required? From ee68b6dc7e9cb0e14b0fad5063a984278db89b77 Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:45:30 -0500 Subject: [PATCH 06/12] tweak --- content/blog/User State is State of the Art.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index 40cf74c21..797a687b2 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -26,7 +26,8 @@ The knee jerk reaction to this level of understanding is to assume the problem i Besides, surely mapping the full breadth of user identity requires much more compute and storage even than the massive AI hardware buildouts now getting underway. We're drifting into absurd [Borges-like territory](https://en.wikipedia.org/wiki/On_Exactitude_in_Science) imagining maps the size of the land they seek to represent. And didn't [Laplace (eventually) show us](https://en.wikipedia.org/wiki/Laplace%27s_demon) that demons like this are hopelessly naive? ![[escher_honcho.png]] -*[Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it...* +*[Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it* + ## Matryoshka Representation So is representing user identity for LLM apps a problem of [computational irreducibility](https://en.wikipedia.org/wiki/Computational_irreducibility)--no shortcuts, full simulation required? From 88cbbbda6c8b42daad8b63670e42892f04d65cba Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:17:12 -0500 Subject: [PATCH 07/12] dspy copy incorp --- .../blog/User State is State of the Art.md | 41 +++++++++++-------- ...learning is fixated on task performance.md | 2 +- 2 files changed, 26 insertions(+), 17 deletions(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index 797a687b2..570e679bf 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -1,9 +1,9 @@ ## TL;DR LLM apps can embrace the complexity and plasticity of human identity to deliver unparalleled personalization. -We're introducing a framework for modeling your users automatically and dynamically. +We're introducing a framework for modeling your users automatically and dynamically. And today we have a DSPy demo to illustrate a nascent version of this paradigm. -All of us adopt different personas in different contexts--with [Honcho](https://honcho.dev) you can learn these user *states* so your app can better meet user need in every moment. +All of us adopt different personas in different contexts--with [Honcho](https://honcho.dev) you can begin to learn these user *states* so your app can better meet user need in every moment. ## Fleet of Theseus @@ -62,27 +62,36 @@ Do you notice the similarity? Is the language model a fundamentally different *k Leaving aside the physics and biology, at this *computational and philosophical* level, again, we think not. At least not in a way that would limit the project of capturing the complexity of human identity with an LLM. In fact, the similarities mean precisely that it is possible. [Sora](https://openai.com/research/video-generation-models-as-world-simulators) doesn't need a physics engine, [NeRF](https://en.wikipedia.org/wiki/Neural_radiance_field) doesn't need a Borgean map. Much of the LLM training corpus [[LLMs excel at theory of mind because they read|includes narration]] about human identity, we're a social species, after all...our synthetic progeny can be social too. -Because LLMs are [simulators](https://generative.ink/posts/simulators/), they can wear many masks. They have something like [world models](https://arxiv.org/abs/2310.02207) *and* [theory of mind](https://arxiv.org/abs/2302.02083). Hell, they're perfectly suited to the task of modeling and predicting the intricacies of human identity. +Because LLMs are [simulators](https://generative.ink/posts/simulators/), they can wear many masks. They have something like [world models](https://arxiv.org/abs/2310.02207) *and* [theory of mind](https://arxiv.org/abs/2302.02083). Hell, they're perfectly suited to the task of modeling and predicting the intricacies of human identity. Armed with these representations, LLMs can run generation to reliably improve UX at a [mirror neuron](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3510904/) level, cohering to the user first. -We can (and should) even allow them the agency to decide what elements of our identities and typical states to model and how to auto-optimize around them. We don't need full brain scans here, we just need to give them the right meta-methods. +We can (and should) even allow our AI apps the agency to decide what elements of our identities and typical states to model and how to auto-optimize around them. We don't need full brain scans here, we just need to give them the right meta-methods. ![[honcho_shoggoth.png]] *We don't want one [shoggoth](https://x.com/TetraspaceWest/status/1625264347122466819?s=20) mask per app, or one per user, but as many as each human's identity is complex* ## A DSPy Demo for Honcho -OK but what sorts of user states are we talking about? +Today we're releasing a demo to be used with Honcho that begins to tease out some technical, concrete approaches to all these heady concepts. With enough message and session data stored with Honcho, we can start to learn and optimize for common states your users are in while using your app or agent. Is Alice in research mode? Is Bob looking for some companionship? Maybe today, Carol just wants to get shit done, or Charlie needs delicate treatment because he's pissed. + +Recently, the DSPy framework has been [catching on](https://x.com/lateinteraction/status/1758734906648375633?s=20), garnering a ton of attention. It's helped people improve RAG performance, reduce costs, and [_generally feel better_](https://x.com/lateinteraction/status/1757190669196755259?s=20) about building LLM applications. It aims to emulate [PyTorch](https://x.com/lateinteraction/status/1758952248124776925?s=20) in its design philosophy, making LLM application development much more like _programming_ as opposed to manipulating free-form text strings (prompting). There are built-in optimizers for _learning_ the optimal prompt given a metric. + +Having been around the block building with tools like LangChain (which are great btw), we asked ourselves what we sort of symbioses we could find with Honcho and a framework like this. Naturally (if you know us), the first thing that came to mind was: can we optimize pipelines on _an individual user basis_? + +The first step in building a DSPy program is defining a task. And we want to remain flexible in this definition since the goal is to optimize pipelines for each user. So, we have a few LangChain prompts that exist to classify each user's "state." This essentially offloads determining the task to the language model! + +Given an arbitrary task, we define our metric as whether or not the response quality is good given that state. Once we've accrued enough examples (through Discord reactions), it triggers an optimizer to look for few-shot examples to include in the prompts that increase performance on the metric. You can then store this optimized module in a Honcho `User` object and use that for inference! + +[Check it out here.]([https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas "https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas")) + +### How Honcho Helps + +One of the biggest problems we see in the AI space is the disconnect that exists between tasks as they're defined in a general machine learning sense versus tasks that humans _actually_ find useful. + +![[Machine learning is fixated on task performance#^0005ac]] + +The reason is because language models generate responses by sampling from a distribution of how _any one person could_ respond, not _exactly how you would_ want them to. + +Honcho is laying the groundwork for this latter future. The solution here is to manage data on a per-user basis. The primitives we've designed in Honcho allow for persistent user context to be stored in a convenient `User` object that exists at an application level. Our goal with these data structures is to make it trivially easy to manage data in your application logic so you can spend more time figuring out how to excel at your task in both a general and personalized sense. - -## - -why - -mirror neurons -use cases -improved UX - - ---- [^1]: Sutton. ["The Bitter Lesson."](http://www.incompleteideas.net/IncIdeas/BitterLesson.html) 2019. \ No newline at end of file diff --git a/content/notes/Machine learning is fixated on task performance.md b/content/notes/Machine learning is fixated on task performance.md index 34ac14cac..0f3892dcb 100644 --- a/content/notes/Machine learning is fixated on task performance.md +++ b/content/notes/Machine learning is fixated on task performance.md @@ -2,6 +2,6 @@ The machine learning industry has traditionally adopted an academic approach, fo However, general capability doesn't necessarily translate to completing tasks as an individual user would prefer. This is a failure mode that anyone building agents will inevitably encounter. The focus, therefore, needs to shift from how language models perform tasks in a general sense to how they perform tasks on a user-specific basis. -Take summarization. It’s a popular machine learning task at which models have become quite proficient...at least from a benchmark perspective. However, when models summarize for users with a pulse, they fall short. The reason is simple: the models don’t know this individual. The key takeaways for a specific user differ dramatically from the takeaways _any possible_ internet user _would probably_ note. +Take summarization. It’s a popular machine learning task at which models have become quite proficient...at least from a benchmark perspective. However, when models summarize for users with a pulse, they fall short. The reason is simple: the models don’t know this individual. The key takeaways for a specific user differ dramatically from the takeaways _any possible_ internet user _would probably_ note. ^0005ac So a shift in focus toward user-specific task performance would provide a much more dynamic & realistic approach. Catering to individual needs & paving the way for more personalized & effective ML applications. 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-0500 Subject: [PATCH 09/12] link fix --- content/blog/User State is State of the Art.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index 3c93b1e36..6c7b2b1ad 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -81,7 +81,7 @@ The first step in building a DSPy program is defining a task. And we want to rem Given an arbitrary task, we define our metric as whether or not the response quality is good given that state. Once we've accrued enough examples (through Discord reactions), it triggers an optimizer to look for few-shot examples to include in the prompts that increase performance on the metric. You can then store this optimized module in a Honcho `User` object and use that for inference! -[Check it out here.]([https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas "https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas")) +[Check it out here.](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas "https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas") ![[dspy_persona_ttg.png]] From 2f40c6aa0576b73bbb867db7fb59d5dc12d05921 Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:23:32 -0500 Subject: [PATCH 10/12] link --- content/blog/User State is State of the Art.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index 6c7b2b1ad..efd5cd3fe 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -81,7 +81,7 @@ The first step in building a DSPy program is defining a task. And we want to rem Given an arbitrary task, we define our metric as whether or not the response quality is good given that state. Once we've accrued enough examples (through Discord reactions), it triggers an optimizer to look for few-shot examples to include in the prompts that increase performance on the metric. You can then store this optimized module in a Honcho `User` object and use that for inference! -[Check it out here.](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas "https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas") +[Check it out here.](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas) ![[dspy_persona_ttg.png]] From 5f9c15692a8d3a2df46bcd851871720fca2f602e Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:26:48 -0500 Subject: [PATCH 11/12] more transition copy --- content/blog/User State is State of the Art.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/content/blog/User State is State of the Art.md b/content/blog/User State is State of the Art.md index efd5cd3fe..1a59ceb18 100644 --- a/content/blog/User State is State of the Art.md +++ b/content/blog/User State is State of the Art.md @@ -71,7 +71,9 @@ We can (and should) even allow our AI apps the agency to decide what elements of ## A DSPy Demo for Honcho -Today we're releasing a demo to be used with Honcho that begins to tease out some technical, concrete approaches to all these heady concepts. With enough message and session data stored with Honcho, we can start to learn and optimize for common states your users are in while using your app or agent. Is Alice in research mode? Is Bob looking for some companionship? Maybe today, Carol just wants to get shit done, or Charlie needs delicate treatment because he's pissed. +Today we're releasing a demo to be used with Honcho that begins to tease out some technical, concrete approaches to all these heady concepts--first steps at imbuing our tools with the right meta-methods. + +With enough message and session data stored with Honcho, we can start to learn and optimize for common states your users are in while using your app or agent. Is Alice in research mode? Is Bob looking for some companionship? Maybe today, Carol just wants to get shit done, or Charlie needs delicate treatment because he's pissed. Recently, the DSPy framework has been [catching on](https://x.com/lateinteraction/status/1758734906648375633?s=20), garnering a ton of attention. It's helped people improve RAG performance, reduce costs, and [_generally feel better_](https://x.com/lateinteraction/status/1757190669196755259?s=20) about building LLM applications. It aims to emulate [PyTorch](https://x.com/lateinteraction/status/1758952248124776925?s=20) in its design philosophy, making LLM application development much more like _programming_ as opposed to manipulating free-form text strings (prompting). There are built-in optimizers for _learning_ the optimal prompt given a metric. From b2d6156ff147318cdfb1e1ddbb9062cc1d94ef3a Mon Sep 17 00:00:00 2001 From: Courtland Leer <93223786+courtlandleer@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:33:07 -0500 Subject: [PATCH 12/12] rn edits --- content/releases/Release Notes 02.23.24.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/content/releases/Release Notes 02.23.24.md b/content/releases/Release Notes 02.23.24.md index 7b0c5a187..0ae48525e 100644 --- a/content/releases/Release Notes 02.23.24.md +++ b/content/releases/Release Notes 02.23.24.md @@ -2,11 +2,11 @@ *Big* stuff today. -- A DSPy demo for Honcho! +- [A DSPy demo for Honcho](https://github.com/plastic-labs/honcho/tree/main/example/discord/honcho-dspy-personas)! -- Honcho v0.0.4 +- [Honcho v0.0.4](https://github.com/plastic-labs/honcho/tree/v0.0.4) -- A blog post exploring a new paradigm for user identity +- [[User State is State of the Art|A blog post exploring a new paradigm for user identity]] We're spinning up lots of direct channels for teams building with Honcho. [Join our Discord](https://mc.sendgrid.com/single-sends/f6b4e9ec-d1b9-11ee-a861-2a442512d272/editor/modules?moduleId=3132ac4a-0e6a-41d6-a023-b4348211294b.2), and let's build together 🦾.