FrancisRing/Prism

In the model registry

Timeline

1. Oct 16, 2026 · Research paper · 1 source
   Prism Attention: Proposal-Refined Index Sharing Mechanism for Efficient LLMs Inference
   Long-context decoding in large language models (LLMs) is increasingly bottlenecked by the memory and computation required to attend over an ever-growing Key-Value (KV) cache at each autoregressive step.
2. Oct 15, 2026 · Opinion / analysis · 1 source
   Ternary Bonsai 2 Family: 2B, 4B, & 9B based on Qwen 3.5
   Going to try these out to see if they have the same looping behaviors that other Bonsai models have had.
3. Oct 15, 2026 · Opinion / analysis · 1 source
   Ternary Bonsai 2 (2B, 4B, and 9B) just released on Hugging Face. The 2B can run entirely locally in the browser at up to 500 tok/s on an M4 Max with custom WebGPU kernels.
4. Oct 15, 2026 · Opinion / analysis · 1 source
   So many models... Christmas came early this year
   Flux-3 Klein just dropped and Krea-3 Edit is on the CivitAI generator already.
5. Oct 15, 2026 · Open-source release · 1 source
   ggml-org/llama.cpp v0.7.0
   The server gets a refactored chat session API (commonchatsession, part-based formatted output), much better slot and prompt-cache restore behavior, decision-model support for the new architectures and a new default port (9931), the web UI gains a full models manager, and ggml is updated to v0.27.0.
6. Oct 15, 2026 · Research paper · 1 source
   Prism-1: Position- and Rival-Independent Scoring for System One Models
   Given a state and a set of options, such as intents, tools or interface elements, System One decision models return a distribution over the options in one forward pass, without generated reasoning.
7. Oct 14, 2026 · Research paper · 1 source
   PRISM: Transfer and Limits of Activation Interventions in Tool-Calling Language Models
   To investigate this hidden vulnerability, we introduce PRISM, a framework for evaluating the transfer of activation interventions across precision, languages, and scales.
8. Oct 13, 2026 · Research paper · 1 source
   PRISM: Calibrating Black-Box Judges with Counterfactual Probes
   We introduce PRISM (Probe-based Residual Inference of Scoring Misalignment), which holds the evaluated content fixed and measures score changes when attributes are emphasized or de-emphasized.
9. Oct 10, 2026 · Research paper · 1 source
   PRISM: Precision Forcing for Generalist Vision-Language-Action Policies
   Coupling a pretrained vision-language model (VLM) with a diffusion or flow-matching action expert has become the mainstream vision-language-action (VLA) paradigm for embodied policies, yet they remain unreliable once a task demands precise manipulation, e.g., submillimeter cable insertion.
10. Oct 10, 2026 · Research paper · 1 source
    From Existing Methods to New Research Ideas: Two Perspectives on Recursive Self-Improvement
    Recursive self-improvement (RSI) offers a route to AI systems that participate in their own continued development.
11. Oct 9, 2026 · Research paper · 1 source
    Retrieval-Augmented Multimodal Language Model with Heterogeneous Evidence Integration for Clinical Prognosis
    We introduce PRISM (Population-Retrieved Inference for Structured Multimodal Prognosis), a multimodal language model that combines per-feature numerical tokenization, recency-weighted aggregation of longitudinal ECGs, and a dual-modality population memory bank.
12. Oct 3, 2026 · Opinion / analysis · 1 source
    LWiAI Podcast #258 - Opus 5.5, Sol and Luna, Muse, DeepSeek-V4.1-Flash, Xi
    Our 258th episode with a summary and discussion of last week’s big AI news!

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