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siliconangle.com
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Generate Music, Speech, and Sound Effects are now generally available, and Adobe is selling them on commercial safety. The supplied terms stop short of spelling out who eats a claim.
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The startup added Azure to complete hyperscaler coverage, then went further: model and data platform spend now sits in the same system as compute and storage.
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The pairing can now contain a single compromised asset and push east-west traffic into Palo Alto firewalls for Layer 7 inspection. Redirection is Linux-only; Windows has no date.
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New agents scan, triage and open the pull request, leaving a developer to approve. The virtual patching alongside them is the tell: fixes average 50 days, exploits can land in six hours.
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A vendor panel at Supermicro's Open Storage Summit argues GPUs no longer set token cost alone. The useful corollary: chat, batch and agentic work each need their own capacity plan.
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The chipmaker is discounting with dilution rather than price: nearly 1.4 million shares vest in year one, the rest in tranches tied to every $500 million of chips Google orders.
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Battery Ventures led a $30 million Series B into a company selling POS, CRM, ledger and e-commerce under one agent to 500-plus independent supply stores.
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Veeda AI raised $90 million three months after being founded, co-led by Khosla Ventures and Radical Ventures. The pitch: simulated reality is the infrastructure layer robotics is missing.
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Anywhere Cloud promises governed agent access to data in public cloud, on-prem, sovereign and edge environments. The supporting evidence is Cloudera's own survey, and no pricing or customers are disclosed.
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The Rivian spinout's Series D takes it to $455 million and past a $1 billion valuation. The only product shipping is a $4,500 e-bike that arrived months late.
Perspective Coverage
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The vendor says its indexed context engine cuts per-task cost 48 percent against Claude Code on the same Opus 4.8 model. The benchmark is its own, on one open-source repo.
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The London company sells a queryable graph of what exists across an estate and what nobody is watching. Its financial history is the more unusual part of the story.
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ThreatDown says Kriminal, one of the newest crimeware AI tools, is a storefront and a jailbreak prompt on rented models, sold on the open web from $12.99 a month.
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If GPU virtualization works as claimed, part of the scarcity premium buyers are paying is not a supply shortage but idle time they already own.
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Its CEO puts AI investigations at $5 to $10 each, which makes the new triage layer's real job deciding which alerts never touch a model at all.
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Headless Data 360 for MCP lets agents call Salesforce data APIs directly. The integration work shrinks; the question of who is allowed to grant that access does not.
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The deal folds penetration test validation into an exposure management platform, and it puts standalone offensive-security reporting vendors in an awkward spot.
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Oakley Capital has bought control of Graphwise, the company behind the open-source GraphDB, from its earlier backers. Terms were not disclosed, and neither were licensing commitments.
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The round is small; the claim under it is testable. Synthefy says tables and time series need models built for them, and it has shipped a 30-million-parameter open model to be checked.
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A 34 percent premium still prices a company growing 17 percent at under three times sales. Independent practices should read the AI-and-payments roadmap as a pricing plan.
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The seed round funds agents that map and document mainframe code before rewriting it. Comprehension is the sellable half; the two-month timeline is still the company's own number.
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Runtime protection and AI validation are being absorbed into a network security portfolio. Anyone shortlisting standalone agent permissioning tools should plan for the category to shrink.
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The expanded service will cover 62% of the Azure resource types Commvault calls enterprise-relevant, and it targets configuration rather than data. Runbooks still assume humans do the rest.
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The rebranded NLPatent says a cited analysis arrives in about 10 minutes instead of days. The work being compressed is the work firms already delegated down or sent out.
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The access control vendor now takes risk signals from Microsoft Defender, CrowdStrike and SentinelOne to cut an AI agent's connection mid-session. The pitch rests on numbers it did not gather.
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The company extended just-in-time access, live session monitoring and device trust to Linux workstations this month, treating the laptop as production infrastructure rather than a trusted edge.
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The Series A funds a move from hallucination-resistant chat to a vision-based layer that watches a location and assigns work. Restaurants are the test case, and the evidence is one chain.
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The startup says a new model, Canto, will cut error rates from 30% to under 10% after weeks of user complaints. It is also entering meeting notes, where three incumbents already sit.
Perspective Coverage
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Nvidia confirmed it will underwrite the first 4.25GW at the Pike County site, after cutting its reported exposure from $250bn to $120bn. The scarce input here is credit, not GPUs.
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A $52mn seed closes with an $18mn top-up and a first office outside Africa. The argument that production can stay put now rests on a $100mn bookings number.
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A DST Global-led Series B quadruples the company's valuation since January. The interesting part is what the money is for: compute contracts that decide who is still shipping at renewal.
Perspective Coverage
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Gravis Robotics says its retrofit autonomy kit works on Caterpillar, Deere, JCB and Hitachi machines. The productivity number is still the company's own.
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Instabase, founded in 2015 and funded with more than $250 million, is now SuperApp: team chat, a document library, and automatic model routing. Its document-AI business becomes plumbing.
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Traefik Labs argues most CVEs in a container come from the OS packaging around the application, not the application. Its pitch is attack surface reduction rather than faster detection.
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Dave Vellante argues HBM, advanced packaging, network fabric, power and site readiness stay tight until at least 2028. Price discovery gets pushed out with them.
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The vendor revised the rating upward and cited its own cybersecurity incidents rather than theory. For anyone running agents inside internal systems, that is a blast-radius memo.
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Z.ai says its new model tops CyberGym and leads open-source models on Terminal Bench 3.0. The weights go to Hugging Face within two weeks, which is the part security teams should read twice.
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A SiliconANGLE analysis puts agentic risk in the interface layer: thousands of undocumented endpoints, and a reported $2.3 million wire fraud the API could not distinguish from ordinary work.
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CoreWeave, Nebius and Cerebras all grew fast and lost more money in Q2 2026. The spending curves say capacity is still being contracted ahead of the demand it serves.
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