Author: Naveed Ahmad

Constructing a production-grade voice AI agent is without doubt one of the hardest engineering challenges in utilized machine studying at this time. It’s not nearly transcription accuracy. You want a system that may maintain context throughout a five-minute dialog, invoke exterior APIs mid-call with out an ungainly pause, gracefully get well when a caller corrects themselves, and do all of this reliably when the audio is degraded by background noise, a heavy accent, or a dropped phrase. Most present programs deal with one or two of these necessities. xAI’s newly launched grok-voice-think-fast-1.0 is making a severe declare to deal with…

In a current experiment, Anthropic created a categorized market the place AI brokers represented each patrons and sellers, hanging actual offers for actual items and actual cash. The company admitted this check — which it known as Undertaking Deal — was solely “a pilot experiment with a self-selected participant pool” of 69 Anthropic staff who got a finances of $100 (paid out by way of reward playing cards) to purchase stuff from their coworkers. Nonetheless, Anthropic mentioned it was “struck by how effectively Undertaking Deal labored,” with 186 offers made, totaling greater than $4,000 in worth. The corporate mentioned it…

import numpy as np import matplotlib.pyplot as plt fig, axes = plt.subplots(1, 2, figsize=(14, 4.5)) tk, mk = zip(*mem_kvc); tb, mb = zip(*mem_base) axes[0].plot(tk, mk, label=”with kvcached”, linewidth=2, coloration=”#1f77b4″) axes[0].plot(tb, mb, label=”baseline (static)”, linewidth=2, linestyle=”–“, coloration=”#d62728″) axes[0].axhline(idle_kvc, coloration=”#1f77b4″, alpha=.3, linestyle=”:”) axes[0].axhline(idle_base, coloration=”#d62728″, alpha=.3, linestyle=”:”) axes[0].set_xlabel(“time (s)”); axes[0].set_ylabel(“GPU reminiscence used (MB)”) axes[0].set_title(“VRAM underneath a bursty workloadn(dotted = idle-baseline VRAM)”) axes[0].grid(alpha=.3); axes[0].legend() axes[1].boxplot([lat_kvc, lat_base], labels=[“kvcached”, “baseline”]) axes[1].set_ylabel(“request latency (s)”) axes[1].set_title(f”Latency throughout {len(lat_kvc)} requests”) axes[1].grid(alpha=.3) plt.tight_layout() plt.savefig(“/content material/kvcached_single_model.png”, dpi=120, bbox_inches=”tight”) plt.present() print(“n— Single-model abstract ——————————————–“) print(f” Idle VRAM kvcached: {idle_kvc:>6.0f} MB ” f”baseline: {idle_base:>6.0f} MB ” f”(financial savings: {idle_base – idle_kvc:>5.0f} MB)”) print(f”…

Maine Governor Janet Mills has vetoed a invoice that may have quickly introduced permits for brand new knowledge facilities to a halt. If it had turn out to be regulation, L.D. 307 would have imposed the nation’s first statewide moratorium on new knowledge facilities — lasting, on this case, till November 1, 2027. The invoice additionally referred to as for the creation of a 13-person council to check and make suggestions on knowledge middle building. With public opposition to knowledge facilities rising, different states together with New York have thought-about related moratoriums. In a letter to the state legislature, Mills…

As Apple races to remain aggressive in AI whereas navigating tariffs and provide chain uncertainty, the corporate’s future is about to shift beneath new management. On Monday, Apple introduced that John Ternus will take over as CEO later this yr, succeeding Tim Prepare dinner. Prepare dinner remodeled Apple right into a $4 trillion international powerhouse, expanded its providers enterprise, and oversaw a number of the most worthwhile years in tech historical past. Ternus brings a unique sort of skillset. A longtime {hardware} govt, he has spent his profession constructing Apple’s units relatively than managing the broader enterprise. Ternus joined Apple…

You open your cellphone to verify the time or a fast message. The subsequent factor you recognize, an hour has handed and also you’ve scrolled by way of infinite movie star drama, cat movies, terrible information tales, influencer rants, and no matter else the algorithm determined to throw at you. Despite the fact that you most likely don’t wish to preserve losing your time and power on this mind-numbing content material, you do it once more the subsequent day. Doomscrolling, the behavior of spending extreme quantities of time consuming content material on social media, has turn into extremely widespread. A…

Local weather tech startups are capital intensive, timelines are lengthy, and the know-how is usually thought of “first of its sort.” What’s extra, a key worth proposition is addressing air pollution — an externality that’s, at finest, poorly priced by the market. These aren’t the qualities inventory pickers are likely to favor. And but, public markets look like warming to local weather tech startups — or at the least a few of them. This week, nuclear startup X-energy went public, elevating $1 billion in an upsized share providing that seems to have delivered a windfall for its traders, together with…

In a letter to the residents of Tumbler Ridge, Canada, OpenAI CEO Sam Altman stated he’s “deeply sorry” that his firm did not alert regulation enforcement concerning the suspect in a latest mass taking pictures. After police recognized 18-year-old Jesse Van Rootselaar as a suspected shooter who allegedly killed eight folks, the Wall Street Journal reported that OpenAI had flagged and banned Van Rootselaar’s ChatGPT account in June 2025 for describing eventualities involving gun violence. The corporate’s employees debated alerting police however in the end determined in opposition to it, ultimately reaching out to Canadian authorities after the taking pictures.…

Canadian AI startup Cohere is taking up Germany-based Aleph Alpha with assist from Schwarz Group (mum or dad firm of grocery chain Lidl). With the blessing of their governments, the businesses intend to supply a sovereign various to enterprises in an AI panorama dominated by American gamers. As corporations that develop giant language fashions, Aleph Alpha and Cohere have been hometown stars, whereas nonetheless lagging far behind OpenAI and the likes globally. However similarities apart, this isn’t an alliance between equals. Final valued at $6.8 billion, Cohere will lead the brand new entity that can incorporate Aleph Alpha, topic to…

Each main tech convention has themes. Most are imprecise sufficient to imply all the pieces and nothing on the similar time. SusHi Tech Tokyo 2026 is doing one thing totally different — 4 tightly outlined expertise domains, every backed by dwell demonstrations, devoted exhibit flooring, and periods that includes the individuals truly constructing and funding these applied sciences globally. TechCrunch is partnering with SusHi Tech Tokyo 2026 as an official media companion, and our Startup Battlefield staff can be on the bottom choosing one standout semifinalist from the SusHi Tech Problem to advance to the TechCrunch Disrupt Startup Battlefield 200…