Reflex AI has released XY, an Apache-2.0 Python charting library for interactive 2D visualization. Most Python charting stacks create one drawable object per row, so past a few hundred thousand points, render, hover, and zoom degrade. XY moves the work into a native Rust core, sends the browser typed binary buffers instead of JSON, and…
In this tutorial, we build a workflow for evaluating the security posture of AI skills with NVIDIA SkillSpector. We create a synthetic skill marketplace containing clean, risky, malicious, and MCP-based examples, then scan each skill through SkillSpector’s LangGraph inspection pipeline. We examine risk scores, categorized findings, confidence levels, analyzer completeness, and executable-script indicators before organizing…
Apple is difficult one other authorized demand by the U.Okay. authorities to entry the encrypted knowledge of its customers within the nation, according to Financial Times. The corporate reportedly filed a grievance with the U.Okay.’s Investigatory Powers Tribunal, a court docket that hears instances associated to authorities surveillance, after the federal government final yr issued…
As co-founder Grace Li tells it, her firm began a couple of weeks earlier than commencement in 2025, with a handful of school mates attempting to make their AI recreation engine work. The fashions may make purposeful video games, however not one of the video games had been enjoyable — which raised the attention-grabbing query,…
Genspark has released GenOffice as open source under the Apache License 2.0. The repository describes it as an AI-native office suite for macOS and Windows: a word processor, a spreadsheet, a presentation editor and a PDF tool. The implementation is five Electron apps sharing one engine layer, built around AI editing as a first-class workflow…
Y Combinator team has open-sourced QM (quartermaster), the multi-agent harness it uses internally. QM is described as a multiplayer agent harness for work, running in Slack and on the web. YC team runs QM across accounting, legal, events, and engineering, including building QM itself. The whole project ships under the MIT license. YC frames the…
Can autonomous AI agents be sued or prosecuted for hacking? It’s no longer a question for sci-fi movies. It’s a question human lawyers and judges may soon have to grapple with. Under current U.S. hacking laws, a human can face criminal charges for breaking into someone else’s computer without permission. But when an AI agent…
def run_eval(records, backend): print(f”\n[eval] backend = {backend.name} on {len(records)} questions”) t0 = time.time() preds = backend.predict_batch(records) rows = [] for rec, raw in zip(records, preds): if CFG[“JUDGE”] == “llm” and CFG[“API_KEY”]: ok, how = llm_judge(raw, rec[“answer”], rec[“problem”]) else: ok, how = rule_judge(raw, rec[“answer”], CFG[“NUM_REL_TOL”]) rows.append(dict(index=rec[“index”], code=rec[“code”], category=rec[“category”], source_bmk=rec[“source_bmk”], n_images=rec[“n_images”], q_chars=rec[“q_chars”], max_side=rec[“max_side”], ans_type=answer_type(rec[“answer”]), gold=rec[“answer”], pred=extract_answer(raw), raw=str(raw)[:2000],…
There is no such thing as a universal “song of the summer” anymore, but if you’re into rap music, Fenix Flexin’s “Rubberz” is a pretty strong contender. Officially released in June, it currently sits at No. 58 in the Billboard Hot 100 and has a music video with 7 million views. Lyrically, it’s got everything…
Snap CEO Evan Spiegel sidestepped traders’ questions on preorder demand for the corporate’s long-awaited Specs good glasses throughout Monday’s earnings name, simply weeks earlier than the gadget’s September launch occasion. “What we’re listening to from people is basically that they wish to attempt Specs,” Spiegel informed traders. “It’s clearly a excessive consideration buy at $2,195….
