When Spirit Airways shut down in a single day Saturday — canceling all flights, letting go of 17,000 workers, and telling ticketholders to simply not come to the airport — individuals have been flabbergasted but in addition bereft. For all its indignities, Spirit was low cost. Then certainly one of them had an concept. Hunter…
Most developers treat prompting as an afterthought—write something reasonable, observe the output, and iterate if needed. That approach works until reliability becomes critical. As LLMs move into production systems, the difference between a prompt that usually works and one that works consistently becomes an engineering concern. In response, the research community has formalized prompting into…
filename_counter: Counter = Counter() all_json_keys: Counter = Counter() samples_for_show: List = [] for i, row in enumerate(tqdm(ds_test, desc=”inspecting structure”, total=200)): if i >= 200: break p = parse_task(row[“task_binary”]) if p[“format”] in (“tar”, “zip”): for name, body in p[“files”].items(): filename_counter[name] += 1 if name.endswith(“.json”) and isinstance(body, str): try: obj = json.loads(body) if isinstance(obj, dict): for k…
You’ve seen this comic before: An anthropomorphic dog sits smiling, surrounded by flames, and says, “This is fine.” It’s become one of the most durable memes of the past decade, and now AI startup Artisan seems to have incorporated it into an ad campaign — an ad for which KC Green, the artist who created…
A brand new research examines how massive language fashions carry out in quite a lot of medical contexts, together with actual emergency room circumstances — the place not less than one mannequin gave the impression to be extra correct than human medical doctors. The research was published this week in Science and comes from a…
Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. To get this in your inbox, sign up here for free — just click TechCrunch Mobility! We’re going to do a bit of a deep dive today, which may make this newsletter look a little different than…
It was love at first sight. It felt like scouring the mall, dipping in and out of sprawling department stores in search of a specific, elusive item, only to finally find what you’re looking for. Only, I didn’t even know I was searching for something like the Xteink X3, because I never dared dream of…
The fundamental tension in conversational AI has always been a binary choice: respond fast or respond smart. Real-time speech-to-speech (S2S) models — the kind that power natural-feeling voice assistants — start talking almost instantly, but their answers tend to be shallow. Cascaded systems that route speech through a large language model (LLM) are far more…
phrases = [p[1] for p in pairs] ids_ws = [tokenizer.encode(” ” + w, add_special_tokens=False)[0] for w in phrases] ids_nws = [tokenizer.encode(w, add_special_tokens=False)[0] for w in phrases] delta = [abs(a – b) for a, b in zip(ids_ws, ids_nws)] x = np.arange(len(phrases)) width = 0.35 fig, axes = plt.subplots(1, 2, figsize=(14, 5)) fig.patch.set_facecolor(“#FAFAF8”) # Left: side-by-side token…
Mistral AI has been quietly building one of the more practical coding agent ecosystems in the open-source/weights AI space, and they are shipping its most significant infrastructure upgrade yet. Mistral team announced remote agents in Vibe, its coding agent platform, alongside the public preview of Mistral Medium 3.5 — a new 128B dense model that…
