Cerebras Systems is pitching investors not on a wafer-scale silicon story alone but on a shift to cloud-delivered AI compute. The company’s IPO filing and recent deals with OpenAI and Amazon Web Services frame the $3.5 billion offering as funding for a cloud service rollout that leverages, but does not depend solely on, its WSE‑3 […]
Privacy-led UX is no longer an optional polish; as organizations deploy agentic AI that acts autonomously on users’ behalf, consent must shift from a single checkbox to an ongoing, enforceable relationship embedded in product and infrastructure. From one-off consent to staged, relationship-driven data decisions Over the past two years several large firms have moved away […]
Allbirds has sold its footwear business to American Exchange Group for $39 million, is removing sustainability language from its charter, and is relaunching as NewBird AI with a plan to buy GPU infrastructure using a $50 million convertible financing facility—an outcome that depends on a shareholder vote scheduled for May 18, 2026. How NewBird AI […]
Poke, a Palo Alto startup, runs AI agents entirely through text messages—iMessage, SMS, and Telegram—so users can set up automations without installing an app or managing API keys. The platform’s distinct technical choice is provider-agnostic model routing: it picks the model best suited to each task, including open-source models, rather than tying automations to a […]
Mustafa Suleyman, head of Microsoft AI, frames the present moment as one driven less by new algorithms than by an extraordinary expansion of compute and the costs of running models. He says the math has changed: exponential compute growth has compressed training times and pushed the real bottleneck toward inference costs and infrastructure scale. A […]
OpenAI’s Child Safety Blueprint is not just a PR reset: it pairs proposed law changes, new reporting channels for investigators, and built‑in safeguards in models to address a concrete rise in AI‑enabled child sexual abuse material (CSAM). The initiative was developed with NCMEC, the Attorney General Alliance, and state attorneys general after the Internet Watch […]
Arcee, a 26‑person U.S. startup, has shipped Trinity Large Thinking — a 400B-parameter, Mixture‑of‑Experts model released under Apache 2.0 — positioning a geopolitically sovereign, commercially usable alternative to proprietary and Chinese-built AI. Trinity’s design, training choices, and U.S.-based infrastructure partnership intentionally challenge the idea that only the biggest AI labs can produce competitive, deployable frontier […]
Agentic AI can automate workflows that traditional automation could not—but only when enterprises rebuild processes and infrastructure around autonomous agents instead of tacking agents onto legacy flows. Layering agents on old systems often produces fragile, expensive projects; Gartner predicts more than 40% of agentic AI initiatives will fail by 2027 because of integration and data‑architecture […]
Uber has moved key real-time services to AWS’s Graviton4 processors and begun piloting Trainium3 for model training, marking a deliberate shift toward AWS’s custom silicon to speed matching and cut energy use. This is a staged, operational choice—not just a cost play—and the Trainium3 pilot will be the immediate checkpoint for whether AWS’s chips can […]
German authorities have publicly identified Daniil Maksimovich Shchukin, a 31-year-old Russian national, as the elusive hacker known as “UNKN,” who led the GandCrab and REvil ransomware groups responsible for at least 130 attacks targeting German companies between 2019 and 2021. Alongside Shchukin, 43-year-old Anatoly Sergeevitsch Kravchuk was also named as a co-leader in these operations. […]
Early, concrete signals point to a redistribution of work rather than mass job loss: studies estimate roughly 30% of U.S. jobs could be automated by 2030 and 60% will see major task changes, yet analyses through 33 months after ChatGPT’s arrival show no measurable, economy-wide employment collapse. Where disruption is concentrated now The strongest risk […]
Zero Shot, a new VC launched by former OpenAI engineers, has quietly closed $20 million toward a $100 million target and is sending a single clear market signal: deployable, revenue‑adjacent AI gets priority; “vibe” ideas and speculative foundational plays do not. A technical gatekeeper not a hype fund Founding partners Evan Morikawa (ex‑head of applied […]
