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Meet 'Code-as-World': An Agentic Loop That Rewrites Real Videos Into Executable MuJoCo Physics Programs
2+ week, 1+ hour ago (543+ words) Meet ‘Code-as-World’: An Agentic Loop That Rewrites Real Videos Into Executable MuJoCo Physics Programs MarkTechPost MirroS released Code-as-World: a paradigm that represents physical worlds through executable world representations. The argument is narrow and testable: pixels are evidence of a physical…...
How Powerful are Diffusion LLMs? Rethinking Generation with Any-Process Masked Diffusion Models
9+ mon, 4+ week ago (561+ words) ARM uses next token prediction in a strict left to right order. Prior work already shows that with enough intermediate steps, ARM is Turing complete, so it can represent any computable function in principle, given enough context and compute. MDM,…...
An Open-Weight Language Model Designed Specifically for Coding Agents and Local Development
7+ mon, 1+ week ago (469+ words) The model is positioned for agentic coding, browser-based tools, and IDE copilots rather than...with 10–20× more active parameters, especially in coding and agentic settings. Qwen3-Coder-Next is tuned for tool calling and integration with coding agents. The model is designed to…...
Cognition Releases SWE-2: A Kimi K3 Post-Trained Coding Model That Matches Fable 5.1 on FrontierCode at
3+ hour, 7+ min ago (358+ words) Is it deployable? Not on your own infrastructure. SWE-2 has no open weights and no standalone API. It runs only inside Devin: Desktop and CLI today, with Devin Web and Fusion rolling out. SWE-2 builds on the infrastructure and recipe…...
What Would Have to Be True for Agentic Coding to Replace Junior Engineers
2+ week, 3+ day ago (1066+ words) every major model release. Most of them ship a coding number. The number goes up. The conclusion everyone...
Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs
3+ mon, 3+ week ago (334+ words) Zero is a systems programming language that sits in the same design space as C or Rust. It compiles to native executables, gives you explicit memory control, and targets low-level environments. What separates Zero from existing systems languages is that…...
DeepReinforce Releases Ornith-1.0: An Open-Source Coding Model Family That Learns Its Own RL Scaffolds
2+ mon, 2+ week ago (670+ words) Ornith-1.0, an open-source model family built for agentic coding. The lineup spans four sizes, from a 9B dense model...on top of pretrained Gemma 4 and Qwen 3.5. Most coding agents pair a model with a fixed, human-designed...Ornith-1.0 is a set of…...
Claude 4.6 Sonnet with 1 Million Token Context to Solve Complex Coding and Search for Developers
6+ mon, 3+ week ago (441+ words) Anthropic is officially entering its ‘Thinking’ era. Today, the company announced Claude 4.6 Sonnet, a model designed to transform how devs and data scientists handle complex logic. Alongside this release comes Improved Web Search with Dynamic Filtering, a feature that uses…...
4.5: Small AI Model that Delivers Sonnet-4-Level Coding Performance at One-Third the Cost and more than
10+ mon, 4+ week ago (530+ words) latency-optimized “small” model that delivers similar levels of coding performance to Claude Sonnet 4 while running more...4.5: Small AI Model that Delivers Sonnet-4-Level Coding Performance at One-Third the Cost and more than...âsmallâ model that delivers similar levels of…...
Releases pplx, a Single-Binary CLI That Puts Its Search API in the Terminal for Coding Agents
1+ mon, 2+ week ago (263+ words) JSON. According to its docs, it targets humans and coding agents equally. It is not a chat client. There...