Tag
llm
11 articles
Gemma 4 12B: Google's Encoder-Free Multimodal Laptop Model
Google released Gemma 4 12B on June 3, 2026, a multimodal open model with an encoder-free architecture that feeds vision and audio directly into the LLM backbone. It runs locally on 16GB of memory, approaches the 26B MoE on benchmarks, uses Multi-Token Prediction drafters for low latency, and ships under Apache 2.0 with broad tooling support.
By Sarah Chen · 5 min · Jun 9, 2026
RAG Grounding: 7 Ways to Stop LLM Hallucinations in Production
A practitioner's guide to grounding retrieval-augmented generation systems. Covers fixing retrieval first, hybrid dense-plus-keyword search, cross-encoder reranking, contextual compression, refusal prompting, verified citations, Chain-of-Verification, confidence-threshold abstention, and measuring faithfulness with RAGAS.
By Marcus Rivera · 6 min · Jun 9, 2026
DeepSeek V4-Pro: 75% Price Cut Becomes Permanent
On May 22, 2026, DeepSeek made its 75% promotional discount on V4-Pro permanent rather than letting it expire May 31. New permanent rates: $0.435/M input, $0.87/M output, $0.003625/M cache hit. That puts V4-Pro output roughly 34x cheaper than GPT-5.5 and 17x cheaper than Claude Opus 4.7, while landing within 3-7 points on coding and reasoning benchmarks. The underrated detail is the cache-hit price, which can cut input cost ~88% for agents with stable prefixes. Teams should re-run their build math and route the easy majority of traffic to V4-Pro.
By Sarah Chen · 5 min · Jun 1, 2026
SubQ: The 12M-Token Subquadratic LLM Splitting AI Researchers
SubQ is a new 12M-token subquadratic LLM claiming massive context and low compute, sparking debate among researchers.
By Sarah Chen · 5 min · May 16, 2026
TurboQuant: Google's 6x KV Cache Compression Hits 3-Bit With Zero Loss
Google's TurboQuant compresses KV cache 6x at 3 bits with zero loss, speeding up attention.
By Aisha Patel · 5 min · May 11, 2026
DeepSeek V4 Pro: 1.6T Open-Weights Model Hits #2 on the Index
DeepSeek V4 Pro is a top 1.6T open-weights model for agents, but has a high hallucination rate.
By Sarah Chen · 5 min · Apr 29, 2026
Claude Opus 4.7: Anthropic's New Flagship Clears SWE-Bench Pro
Anthropic's Claude Opus 4.7 excels on SWE-bench Pro with enhanced vision and new features.
By Sarah Chen · 6 min · Apr 19, 2026
Qwen 3.6 Plus: Alibaba's Free Preview Beats Claude Opus on Agent Tasks
Alibaba's Qwen 3.6 Plus Preview surpasses Claude Opus on agent tasks with impressive speed and context.
By Sarah Chen · 5 min · Apr 15, 2026
Caveman: The Claude Code Skill That Cuts 65% of Output Tokens
Caveman, a Claude Code skill, dramatically cuts AI output tokens by 65%, optimizing agent interactions.
By Marcus Rivera · 5 min · Apr 15, 2026
Edgee Codex Compressor: The Rust Gateway That Cuts Codex Costs 35.6%
Edgee Codex Compressor, a Rust gateway, cuts LLM costs by 35.6% by compressing tool output.
By Marcus Rivera · 4 min · Apr 12, 2026
GPT-5.4: OpenAI's Five-Variant Strategy Reshapes the AI Market
OpenAI's GPT-5.4, with five variants and expert-level computer use, is reshaping the AI market.
By Sarah Chen · 5 min · Mar 29, 2026