Embarrassingly Simple Self-Distillation Improves Code Generation
Can a large language model (LLM) improve at code generation using only its own raw outputs, without a verifier, a teacher model, or reinforcement learning? We…
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Personalizing Incremental Video Search with Hybrid Text and ID Embeddings
Incremental video search requires high-quality ranking after each keystroke, where intent is often underspecified (e.g., 1–3 character prefixes). We present a personalization system for Apple TV…
Evolving Spec-Driven Development: Conductor Now Supports Antigravity
Conductor has evolved from a Gemini CLI extension into a portable plugin, bringing conversational Spec-Driven Development (SDD) to ecosystems like Antigravity CLI and Claude. Rather than…
What does 99.9% uptime mean for inference?
Reliability numbers are easy to publish. We break down what 99%, 99.9%, and 99.99% uptime actually require, the failure domains each tier has to survive, and…
How Anthropic runs large-scale code migrations with Claude Code
How Anthropic runs large-scale code migrations with Claude Code
How Cars24 scales conversations and builds faster with OpenAI
Cars24 uses OpenAI-powered voice and chat agents to handle 1M+ monthly conversation minutes, recover 12% of lost leads, and bring agentic workflows to teams across the…
Building scalable AI agents with modular prompt transpilation
To resolve the scaling bottlenecks and runtime errors caused by monolithic system prompts, engineering teams should treat prompts as build artifacts by modularizing instructions into reusable…
Location-Invariant Properties of Functions Versus Properties of Distributions: United in Testing but Separated in Verification
A property of functions is called location-invariant (or symmetric) if it can be characterized in terms of the frequencies in which each value occurs in the…
Interactive Proofs for General Distribution Properties
Suppose Alice has collected a small number of samples from an unknown distribution, and would like to learn about the distribution. Bob, an untrusted data analyst,…
Doubly Sub-linear Interactive Proofs of Proximity
We study doubly sub-linear interactive proofs of proximity (dsIPPs): proofs that are ultra-fast to generate, and can be used to prove approximate assertions about a huge…
Expanding Choice in Gemini Enterprise Agent Platform: Introducing Grounding with Parallel Web Search
Google Cloud has partnered with Parallel Web Systems to natively integrate Parallel's search infrastructure as a web grounding provider on the Gemini Enterprise Agent Platform. This…
Microsoft is reportedly training salespeople to talk down OpenAI and Anthropic
Microsoft is looking to sell its in-house AI models as more efficient and cost-effective than its competitors' models.
xai-org/grok-build, now open source
xai-org/grok-build, now open source xAI's grok CLI tool faced severe community backlash yesterday when it became apparent that running the command in a directory could upload…
ArenaAI Kimi K3 comparison to Fable and Sol
submitted by /u/Swimming_Gain_4989 [link] [comments]
Thinking Machines Lab Releases Inkling: A 975B-Parameter Open-Weights Multimodal MoE With 41B Active Parameters And Controllable Thinking Effort
Thinking Machines Lab released Inkling on July 15, 2026, its first model trained from scratch. The full weights ship under Apache 2.0. It is a 975B-parameter…
Will be very important for China to replace all robot chips with domestic components. You can't very well robot-mog or do "industrial singularity" whe…
Will be very important for China to replace all robot chips with domestic components. You can't very well robot-mog or do "industrial singularity" when your primary…
Building a production-ready vision AI agent no longer takes thousands of developer hours. NVIDIA Metropolis offers 80+ open agent skills for generatin…
Building a production-ready vision AI agent no longer takes thousands of developer hours.NVIDIA Metropolis offers 80+ open agent skills for generating synthetic data, fine-tuning models, deploying…
Interesting surprise drop from Thinky! The Inkling model looks pretty solid on benchmarks, and it has some little surprises in its architecture: – Sma…
Interesting surprise drop from Thinky! The Inkling model looks pretty solid on benchmarks, and it has some little surprises in its architecture:- Small conv layers in…
RT Nuño Sempere: Your perspective elides that GDM is an alliance of labor and capital, both are still needed as factors of production, and indeed som…
RT Nuño SempereYour perspective elides that GDM is an alliance of labor and capital, both are still needed as factors of production, and indeed something like…
RT Jerry Liu: http://x.com/i/article/2077182007139037185
RT Jerry Liuhttp://x.com/i/article/2077182007139037185
Yang Zhilin 杨植麟 = UNICORN CULTIVATOR YANG I guess start paying attention to this guy he's got a good taste in music too (well, to be precise 麟 is …
Yang Zhilin 杨植麟 = UNICORN CULTIVATOR YANGI guess start paying attention to this guyhe's got a good taste in music too(well, to be precise 麟 is…
AI Daily Brief — 15 July 2026
Thinking Machines released Inkling, a 975B open-weight multimodal model; OpenAI detailed GPT-Red, its automated prompt-injection red-teamer.
kimi.ai teasing a video with lots of 3’s in it
Suggesting Kimi k3 to be released soon. https://x.com/Kimi_Moonshot/status/2077521842080817296 Already on arena under codename kivine: https://x.com/AndrewCurran_/status/2077433196556554306 Post says good but slower than fable: https://x.com/Lentils80/status/2077387333154857151 Already a review…
Hy3 1Bit 89-93 GB
AngelSlim/Hy3-GGUF at hugging face (I am not affiliated just testing) I dont really make posts but I wanted to make sure everyone is aware that there…