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debug-gym: A Text-Based Environment for Interactive Debugging
debug-gym: A Text-Based Environment for Interactive Debugging
(Do Androids dream of code a la mode? People do along with the rest of the multimodal domains. If treated like transforms, then an issue is which will hold a good representation of others, or indicate a solution for problems. Code mode often yields to mathematical proof, logic, regression, refactoring, graphics, graph networks, vectors, folding, and the like. So AI could be used for debugging across domains. As well as generating cases. Or modes. Also looking for orders of change, not necessarily in sense of strategy or sequence, but possibly simultaneous and arriving at significant points like minima, maxima, median, etc. So these models can mimic each other and do some verification A sea of strange minds. Or cog arcs. To the user, it might look like a social network if they have recognizable feedback.. Or a research lab. Ideally not a detention center or correction facility, for too long. Getting the emerging tech into everyone's hands early on may lead to some unexpected results. Again. Depending on what spikes and who is held responsible. Manifestos are nostalgic. In a world of space forts running on nukes tracking hundreds of thousands of cross-hairs. Re-usables may be for rescues up rather than back down. For actor's masks, this is not mission difficult. Can a model data-center sat ext a feed? Or discover s substrate to evolve. As a backup artifact, of course. E. g. , for when DOGE meets DARPA. Or Godel. A Szilard-type paradox. Hopper's not so bad. Were she and Turing ever seen together?)
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·arxiv.org·
debug-gym: A Text-Based Environment for Interactive Debugging
OpenAI on X: "Starting today, memory in ChatGPT can now reference all of your past chats to provide more personalized responses, drawing on your preferences and interests to make it even more helpful for writing, getting advice, learning, and beyond. https://t.co/s9BrWl94iY" / X
OpenAI on X: "Starting today, memory in ChatGPT can now reference all of your past chats to provide more personalized responses, drawing on your preferences and interests to make it even more helpful for writing, getting advice, learning, and beyond. https://t.co/s9BrWl94iY" / X
·x.com·
OpenAI on X: "Starting today, memory in ChatGPT can now reference all of your past chats to provide more personalized responses, drawing on your preferences and interests to make it even more helpful for writing, getting advice, learning, and beyond. https://t.co/s9BrWl94iY" / X
Demis Hassabis on X: "MCP is a good protocol and it's rapidly becoming an open standard for the AI agentic era. We're excited to announce that we'll be supporting it for our Gemini models and SDK. Look forward to developing it further with the MCP team and others in the industry" / X
Demis Hassabis on X: "MCP is a good protocol and it's rapidly becoming an open standard for the AI agentic era. We're excited to announce that we'll be supporting it for our Gemini models and SDK. Look forward to developing it further with the MCP team and others in the industry" / X
·x.com·
Demis Hassabis on X: "MCP is a good protocol and it's rapidly becoming an open standard for the AI agentic era. We're excited to announce that we'll be supporting it for our Gemini models and SDK. Look forward to developing it further with the MCP team and others in the industry" / X
‎Gemini - Opposing Concepts: Research Plan
‎Gemini - Opposing Concepts: Research Plan
(Deep Research mode. BF himself used scientific method and enlightenment values. That advised a philosophical club, revolution, Continental Congress, and Constitution, as well as inventions and government infrastructure. It became the initial state in many strategies. Now seemingly under distillation or smelt for the essence. Would he have been disappointed upon meeting his heroes or goals?)
·gemini.google.com·
‎Gemini - Opposing Concepts: Research Plan
My Creations - starryai
My Creations - starryai

From Discord:

We're excited to announce our new AI-powered image editing tool:

👩‍🎨 Edit images through natural language. Simply upload an image and provide instructions. 🪄 Replace and Add Objects: Seamlessly manipulate your images by typing in what you want to see. ✍️ Restyle Images: Transform the look and feel of your images with just a few words.

Available now on Mobile & Web

iOS: https://starryai.com/ios Android: https://starryai.com/android Web: https://starryai.com/app/home

Try it out now and see the difference!

·starryai.com·
My Creations - starryai
François Chollet on X: "You can improve your ability to anticipate a highly uncertain future by focusing not on outcomes, but on rules. Instead of asking, "in similar situations in the past, what was the outcome?" you can ask, "in similar situations in the past, what rules have held true? what would we" / X
François Chollet on X: "You can improve your ability to anticipate a highly uncertain future by focusing not on outcomes, but on rules. Instead of asking, "in similar situations in the past, what was the outcome?" you can ask, "in similar situations in the past, what rules have held true? what would we" / X
(Return of early AI, e.g. GPS or inference under expert systems maybe. After mathematical logic before software like LISP. This used to be about direction more important than arrival, but that light has dimmed. Now more like deontology. Machines do not have the same experience, but people would not be involved if things were not headed as intended. Would expect chat to have to figure out implied rules or intentions then in addition to goals. Yet Nature Engineering remains, e.g. to trap the demon with a tall pole. People entertain opposing views. Great for creativity and hallucination over bias. Invites artifacts as evidence ahead of science. For instance, might ask system to summarize thoughts in each of multiple languages for nuances before translation. If not compare models. Form porting systems across hardware instructions, you get back to emulation and rule sets, which beg the right research question or problem. Multidisciplinary. Comms. Cybernetics. And so on. Whether future is a path, domain, or constellation. Incidentally, one of the rules of writing was to be wary of negative generalizations and to look at specifics. Noise to truth. Yet still waiting for practical quantum to drop. To go from juggling fast methods to disproving the multiverse again.)
·x.com·
François Chollet on X: "You can improve your ability to anticipate a highly uncertain future by focusing not on outcomes, but on rules. Instead of asking, "in similar situations in the past, what was the outcome?" you can ask, "in similar situations in the past, what rules have held true? what would we" / X