Author: Naveed Ahmad

Geothermal startup Fervo Vitality stated Monday it hopes to lift as much as $1.3 billion in its preliminary public providing.  The corporate can be valued at as much as $6.5 billion if shares promote on the prime of its $21 to $24 value goal. That’s greater than twice what Fervo had reportedly been seeking earlier this yr when it confidentially filed paperwork with the SEC to begin the IPO course of. The inventory will commerce on Nasdaq underneath the ticker FRVO. Fervo’s value goal comes on the heels of X-energy’s profitable IPO. The nuclear energy startup raised $1 billion in…

Coaching and serving massive transformer fashions at scale is essentially a reminiscence administration drawback. Each GPU in a cluster has a hard and fast quantity of VRAM, and as mannequin sizes and context lengths develop, engineers continually must make trade-offs about the way to distribute work throughout {hardware}. A new approach from Zyphra, referred to as Tensor and Sequence Parallelism (TSP), gives a method to rethink that trade-off — and in benchmark checks on as much as 1,024 AMD MI300X GPUs, it persistently delivers decrease per-GPU peak reminiscence than any of the usual parallelism schemes used right now, for each…

Two days earlier than the Musk v. Altman trial started, Elon Musk requested OpenAI cofounder and president Greg Brockman about reaching a settlement. When Brockman steered either side drop their claims, Musk responded, “By the tip of this week, you and Sam [Altman] would be the most hated males in America. When you insist, so be it.”The message—which OpenAI’s attorneys made public on Sunday, and which Choose Yvonne Gonzalez Rogers subsequently refused to let the jury hear about—underscores what could also be Musk’s bigger objective on this trial. He seems to be attempting to not solely win over the jurors…

A extreme safety vulnerability affecting nearly each model of the Linux working system has caught defenders off-guard and scrambling to patch after safety researchers publicly launched exploit code that enables attackers to take full management of weak programs. The U.S. authorities says the bug, dubbed “CopyFail,” is now being exploited in the wild, which means it’s being actively utilized in malicious hacking campaigns. The bug, officially tracked as CVE-2026-31431 and found in Linux kernel variations 7.0 and earlier, was disclosed to the Linux kernel safety workforce in late March, and patched after a couple of week. However the patches have but…

@step(enable_cache=True) def load_data() -> Annotated[DatasetBundle, “raw_dataset”]: information = load_breast_cancer() return DatasetBundle( information.information, information.goal, information.feature_names, stats={“supply”: “sklearn.datasets.load_breast_cancer”}, ) @step def split_and_scale( bundle: DatasetBundle, test_size: float = 0.2, random_state: int = 42, ) -> Tuple[ Annotated[np.ndarray, “X_train”], Annotated[np.ndarray, “X_test”], Annotated[np.ndarray, “y_train”], Annotated[np.ndarray, “y_test”], ]: X_tr, X_te, y_tr, y_te = train_test_split( bundle.X, bundle.y, test_size=test_size, random_state=random_state, stratify=bundle.y, ) scaler = StandardScaler().match(X_tr) X_tr, X_te = scaler.rework(X_tr), scaler.rework(X_te) log_metadata(metadata={“train_size”: len(X_tr), “test_size”: len(X_te)}) return X_tr, X_te, y_tr, y_te @step def train_candidate( X_train: np.ndarray, y_train: np.ndarray, model_type: str = “random_forest”, n_estimators: int = 100, max_depth: int = 5, ) -> Annotated[Any, “candidate_model”]: if model_type == “random_forest”: m =…

Almost every week after the makers of the favored internet server administration software program cPanel and WebHost Supervisor (WHM) alerted customers of a essential flaw in its software program, hackers at the moment are mass-compromising hundreds of internet sites that depend on the weak software program.  As of Monday, there are more than 550,000 doubtlessly weak servers operating cPanel, a quantity that has remained steady for days. And there at the moment are around 2,000 cPanel situations seemingly compromised, down from round 44,000 on Thursday. These statistics are revealed by Shadowserver, a nonprofit group that scans and screens the web…

Former Andreessen Horowitz investor Katie Haun introduced on Monday in a press release that her agency has raised $1 billion throughout new funds to proceed its thesis of backing crypto and blockchain. The capital will probably be unfold throughout startups at early and later phases, Bloomberg reported, and, inside the crypto and blockchain house, it is going to be used to again startups centered on various belongings (like gold and different commodities), the agentic economic system, and monetary companies. The agency hopes to deploy the capital globally over the subsequent two to 3 years. Haun left a16z in late 2021 and…

Picture mannequin releases are driving development for AI cell apps, producing 6.5 occasions extra downloads than conventional mannequin updates, in accordance with a brand new report from app intelligence supplier Appfigures. This marks a shift from earlier days, when the discharge of recent fashions powering the conversational experiences drove extra demand, alongside the brand new options like a voice chat interface. For example, ChatGPT and Gemini every added tens of hundreds of thousands of recent downloads after releasing their respective picture fashions, Appfigures discovered. For Google’s Gemini, the discharge of its picture mannequin Nano Banana drove an extra 22+ million…

Internet search and content material retrieval have quietly grow to be essentially the most vital infrastructure choices in AI agent growth. An agent with out dependable entry to dwell internet information is successfully working on stale data — a tough limitation for any manufacturing deployment dealing with analysis, lead enrichment, aggressive intelligence, or real-time monitoring. In 2026, the ecosystem of search and fetch APIs has matured significantly, with purpose-built instruments changing the older sample of wrapping uncooked Google SERP information and passing it straight right into a language mannequin. This text covers the main search and fetch APIs primarily based…

When can we take AI doomers severely? That’s a key subtext of Elon Musk’s try to shut down OpenAI’s for-profit AI enterprise. His attorneys argue that the group was arrange as a charity centered on AI security, and misplaced its means in pursuit of lucre. To show that, they cite outdated emails and statements from the group’s founders concerning the want for a public-spirited counterweight to Google DeepMind. At present, they known as their solely skilled witness: Stuart Russell, a College of California, Berkeley laptop science professor who has studied AI for many years. His job was to supply background…