scenarios = ", "recipient_domain": "example.com", "subject": "Quarterly update", "body": "Sharing a non-confidential quarterly update.", "type": "send_email", "sensitivity": "medium" } },...
banner("1) logger.configure(): handlers + custom level + extra + patcher") mem = MemorySink() logger.configure( handlers=, levels=, extra={"app": "loguru-advanced"}, patcher=global_patcher, )...
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Text-to-speech TTS moved fast over the past year. The line between synthetic and human speech narrowed. Latency dropped below 100...
Genesis AI released Genesis World 1.0. The platform consists of four components: the Genesis World physics engine, Nyx (a real-time...
def is_success(row): res = (row.get("result") or "").lower() if res in ("resolved", "success", "pass", "passed", "correct"): return True rw = row.get("reward")...
Liquid AI just shipped LFM2.5-8B-A1B. It is an on-device Mixture-of-Experts (MoE) model built for tool calling. The model holds 8.3B...
Perplexity AI’s research team reimplemented their Unigram tokenizer from scratch in Rust and open-sourced the code in pplx-garden, their inference...
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Speculative decoding is a technique for speeding up large language model inference. A small, fast draft model proposes several tokens....
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...
OmniVoice Studio — How to Use It 01 / 08 What Is OmniVoice Studio? OmniVoice Studio is an open-source desktop...
Long-context inference makes the KV cache one of the main costs of serving LLMs. During autoregressive decoding, the cache grows...
The Model Context Protocol has moved from Anthropic’s internal experiment to a de facto industry standard at a speed few...
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print("\nPART 5 ── Datasets & experiments --------------------------------------") DATASET = "capital-cities-tutorial" langfuse.create_dataset(name=DATASET, description="Capital-city QA benchmark") _items = for i, (q, a)...
Most web agents today drive a browser one action at a time. The model receives the current page state —...
