Generative AI

k = RUN_KNOBS train_out = run_cli(["python","scripts/train.py","--config",CFG,"--split_dir",SPLIT, "--optimizer_model",OPTIMIZER_MODEL,"--target_model",TARGET_MODEL,"--out_root",RUN, *COMMON, "train.train_size=0", f"train.num_epochs={k['num_epochs']}", f"train.batch_size={k['batch_size']}", f"gradient.minibatch_size={k['minibatch']}", f"gradient.merge_batch_size={k['merge_batch']}", f"gradient.analyst_workers={k['workers']}", f"optimizer.learning_rate={k['lr']}", f"optimizer.lr_scheduler={k['lr_sched']}", "optimizer.use_slow_update=true", "optimizer.use_meta_skill=true", f"env.workers={k['workers']}", f"env.limit={k['limit']}"],…

Ithimba le-Google AI elihlanganisa abacwaningi be-Google DeepMind basanda kukhipha i-DiffusionGemma, imodeli evuliwe yokuhlola yokukhiqiza umbhalo. Isebenzisa ukuhluka kombhalo esikhundleni sokukhishwa…

Development has evolved from hand-typing code to defining intent and letting agents do the work. Today's tools organize tasks, edit…

Anthropic released two models on June 9, 2026: Claude Fable 5 and Claude Mythos 5. Both are under the so-called…

fig, ax = plt.subplots(2, 2, figsize=(14, 9)) lang_counts.head(12).iloc[::-1].plot.barh(ax=ax[0, 0], color="#76b900") ax[0, 0].set_title("Top 12 languages (sample)"); ax[0, 0].set_xlabel("files") df["ext"].value_counts().head(12).iloc[::-1].plot.barh(ax=ax[0, 1], color="#5b8def")…

Google recently announced Gemini 3.5 Live Translate. It is their latest audio model for live speech-to-speech translation. Speech-to-speech means that…

print("n" + "=" * 90) print("[5] cuTile kernels are defined only if cuda.tile imports successfully") print("=" * 90) if cutile_import_ok:…

New research in action from Perplexity and Harvard provides field evidence on what AI agents are doing in information work.…

TEXT_COL = "skill_md_content" NUM_COLS = ["skillspector_score", "static_finding_count", "skillspector_issue_count", "virustotal_malicious_count"] TARGET = "clawscan_verdict" def prep(df): out = df.copy() out[TEXT_COL] = out[TEXT_COL].fillna("").astype(str).str.slice(0,…

Inference speed becomes a competitive metric for large language models. Xiaomi's MiMo team has just released MiMo-V2.5-Pro-UltraSpeed, developed in collaboration…