Exploring the Benefits of AI Bots for Forex Trading in Forex Markets
The foreign exchange market is really moving away from pure intuition and toward a space shaped by speed, data and...
AI News
Meet EAGLE 3.1: The Speculative Decoding Algorithm That Fixes Attention Drift in LLM Inference
Speculative decoding is a technique for speeding up large language model inference. A small, fast draft model proposes several tokens....
Stability AI Releases Stable Audio 3: A Family of Fast Latent Diffusion Models for Audio Generation and Editing
Stability AI has released open weights for Stable Audio 3 along with a technical research paper. Stable Audio 3 is...
DeepSWE blows up the AI coding leaderboard, crowns GPT-5.5, and finds Claude Opus exploiting a benchmark loophole
For months, the leading AI coding benchmarks have told enterprise buyers a comforting but misleading story: the top models are...
Design a High-Precision Retrieve-and-Rerank Pipeline with ZeroEntropy Zerank-2 Reranker
print("\n" + "="*70 + "\nPART 4: NDCG@10 evaluation\n" + "="*70) eval_set = def dcg(rels): rels = np.asarray(rels, dtype=float) return np.sum((2**rels...
The attack dominating financial services doesn't steal passwords. It resets MFA and steals the token.
The attacker who hit the most financial services organizations over the past 12 months never phished a password. They called...
Design a Complete Multimodal RLVR Pipeline with Open-MM-RL, Vision-Language Prompting, Reward Scoring, and GRPO Export
EXTRACT_PATS = +)\}", r"final\s+answer\s*\s*(+)", r"answer\s*\s*(+)", ] def extract_final(text): if not text: return "" for p in EXTRACT_PATS: m = re.search(p,...
Autonomous AI systems test governance in physical environments
Autonomous AI systems are beginning to move beyond software environments and into warehouses, delivery networks, and public spaces. The development...
Meet OmniVoice Studio: A Local, Open-Source Alternative to ElevenLabs
OmniVoice Studio — How to Use It 01 / 08 What Is OmniVoice Studio? OmniVoice Studio is an open-source desktop...
Step by Step Guide to Build and Compare FedAvg and FedProx Federated Learning on Non-IID CIFAR-10 with NVIDIA FLARE
CLIENT_SCRIPT += r''' def main(): p = argparse.ArgumentParser() p.add_argument("--num_sites", type=int, default=3) p.add_argument("--alpha", type=float, default=0.3) p.add_argument("--local_epochs", type=int, default=1) p.add_argument("--mu", type=float, default=0.0)...
Together AI Open-Sources OSCAR: An Attention-Aware 2-Bit KV Cache Quantization System for Long-Context LLM Serving
Long-context inference makes the KV cache one of the main costs of serving LLMs. During autoregressive decoding, the cache grows...
Why prompt debt, retrieval debt, and evaluation debt are quietly reshaping enterprise AI risk
Over the past two decades, technical debt meant outdated architecture, messy code, and poorly maintained documentation. That definition is no...
Best Authentication Platforms for AI Agents and MCP Servers in 2026
The Model Context Protocol has moved from Anthropic’s internal experiment to a de facto industry standard at a speed few...
WorkOS Releases auth.md: An Open Agent Registration Protocol Built on OAuth Standards
For years, authentication on the web followed one design assumption: a human sits behind a browser. Click a button. Fill...
StepFun Releases StepAudio 2.5 Realtime: An End-to-End Voice Model with Roleplay-Specific RLHF and Paralinguistic Comprehension
StepFun, the Shanghai-based AI lab, released StepAudio 2.5 Realtime. It is an end-to-end real-time speech large language model with fully...
Build a Complete Langfuse Observability and Evaluation Pipeline for Tracing, Prompt Management, Scoring, and Experiments
print("\nPART 5 ── Datasets & experiments --------------------------------------") DATASET = "capital-cities-tutorial" langfuse.create_dataset(name=DATASET, description="Capital-city QA benchmark") _items = for i, (q, a)...
AI agents are quietly generating chaos engineering failures enterprises don’t track yet
There is a category of production incident that engineering teams are not tracking yet — because it doesn't fit any...
NVIDIA AI Releases Gated DeltaNet-2: A Linear Attention Layer That Decouples Erase and Write in the Delta Rule
Linear attention replaces the unbounded KV cache of softmax attention with a fixed-size recurrent state. This cuts sequence mixing to...
Microsoft Research Releases Webwright: A Terminal-Native Web Agent Framework That Scores 60.1% on Odysseys, Up from Base GPT-5.4’s 33.5%
Most web agents today drive a browser one action at a time. The model receives the current page state —...
Tencent Open-Sources TencentDB Agent Memory: A 4-Tier Local Memory Pipeline for AI Agents
Tencent has released TencentDB Agent Memory, an open-source memory system for AI agents. The project ships under the MIT license....
Nous Research Releases Contrastive Neuron Attribution (CNA): Sparse MLP Circuit Steering Without SAE Training or Weight Modification
Instruction-tuned language models refuse harmful requests. But which part of the model is actually responsible — and how does that...
Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints
Attackers increasingly target the packages, editor extensions, and AI tool configs on developer machines and not just production systems. Perplexity...
