RealFeedApp beta
Tools and releases
New releases of libraries, models and developer tools: what shipped and what changed.
- Oxide control plane runs two distinct DNS services
The Oxide control plane uses the Nexus component to sync DNS data in the CockroachDB database, then propagates changes through background tasks.
- Desktop application runs on 28 MB RAM
The application runs in local mode on Rust and Tauri v2, using its own GPU for generating answers without cloud telemetry.
- Beam model optimized for running on local hardware
The update fixes model loading bugs on older PyTorch versions and introduces the new Beam model from Reflection AI for coding and agent use cases.
- Scion is heavily inspired by Mononoke
Anthropic admits that its new version control system Scion uses the 'derived data' concept previously implemented in the Mononoke project from Meta.
- CedarDB combines analytical and operational databases
Munich-based CedarDB offers a single engine for both transactional and analytical workloads, addressing the divide in enterprise data stacks. Built on the Umbra research project, the company prioritizes query efficiency for agentic AI.
- llama.cpp updated to version b11521
The update includes updating llama.cpp for decision models and optimizing recurrent state in MLX.
- Fewer parameters: 2d versus O(d^2)
Researchers found interferometers where the number of controllable parameters scales as 2d, instead of O(d²). A photon-number estimation protocol for multi-photon Fock states was developed.
- Software makes sound feel farther and lighter
The author created a PipeWire-based utility using HRTF to alter sound direction perception, making music feel less 'in the ears'.
- JSON tiles: native-speed analytics on JSON data in relational systems
The JSON Tiles system automatically extracts key fields from semi-structured data, enabling relational databases to perform analytics on JSON at native speeds while maintaining data flexibility.
- Deno joins Cloudflare
The entire Deno team has joined Cloudflare to advance work on unified compute, storage, and communication infrastructure. The goal is to eliminate the need for applications to build their own infrastructure by integrating these services.
- Whistle recognizes speech on mobiles, wearables, and robots
The model transcribes audio, provides word timestamps, and generates speech embeddings, operating within a single 16.9 MB file on the CPU.
- Platform visualizes RNA dynamics with single-transcript-level sensitivity
Researchers developed a high-signal RNA imaging platform coupling CRISPR-dCas13X with binding-dependent fluorescence stabilization. The system enabled precise visualization of endogenous mRNA dynamics in living plant cells with minimal perturbation.
- Company plans to launch energy storage systems in the US
The startup plans to repurpose used Nissan Leaf batteries into grid-connected storage systems to reduce reliance on Chinese supply chains.
- Four-agent swarm outperforms single agent in speed
The industry confronts funding and resource distribution issues amidst growing research demand, prompting experts to discuss new models for supporting scientific activity.
- Independent Robosuite training reaches 85.1%
The Skill2Real framework employs a Proposer-Verifier-Governor loop to transfer manipulation skills from simulation to reality. Using GPT-5.6 Sol for learning and GPT-6 Astra for evaluation, it achieved 85.1% success in Robosuite without task-policy fine-tuning or skill-memory updates.
- The aquaternionicity property saturates the bound dim M_g≤2d−4
Quaternionicity enables exact simulation of arbitrary quantum instruments using a finite number of copies of a single pure state. This property maximizes resource availability under mixing and holds for all pure states in d-dimensional spaces where d≥4.
- New models Gemma4, Qwen3.6 and Qwen3.5 added in v0.40.0
Version 0.40.0 automatically uses MLX for execution on Apple Silicon, adding support for Qwen3.8, Gemma4, and Nimble tev1.
