Evos Raises $9M for AI Agents Learning from Veterans
October 14, 2026: Evos Raises $9M for AI Agents Learning from Veterans - Startup Evos has raised $9 million in pre-seed funding, led by Uncork Capital and Field Ventures, to build AI agents that learn from experienced workers in small industrial businesses. Its Workhorse platform deploys autonomous operators in sectors like freight and logistics, starting behind an appro...
Microsoft pursues composable memory for AI workloads
October 14, 2026: Microsoft pursues composable memory for AI workloads - Memory has become the scarcest resource in AI data centers, with GPUs sitting idle waiting on it. Microsoft's principal architect Samir Rajadnya says the company is exploring composable memory for Azure, a model that pools memory beyond individual servers and assigns it dynamically to workloads. Rat...
Salience Labs raises $125M for optical AI switching
October 14, 2026: Salience Labs raises $125M for optical AI switching - Salience Labs has raised $125 million in a Series B round led by Bullhound Capital, with participation from Intel Capital, AMD Ventures, SBI Group, Hudson River Trading, and the British Business Bank. The startup develops all-optical silicon photonics-based circuit-switching technology aimed at elim...
Harmonic Security raises $50M for AI governance
October 14, 2026: Harmonic Security raises $50M for AI governance - Harmonic Security has raised $50 million in an oversubscribed Series B round led by Crosspoint Capital Partners to expand its platform that governs employee use of AI tools. The platform uses custom small language models to inspect what employees send to AI tools in milliseconds, catching risks like...
Scimplify Raises $25M to Rival China on Materials
October 14, 2026: Scimplify Raises $25M to Rival China on Materials - Indian startup Scimplify has raised $25 million in an all-equity round led by Hitachi Ventures, valuing the Bengaluru-based company at $250 million. Founded in 2023, Scimplify uses its AI platform Scinode to accelerate specialty chemical and critical materials production, cutting delivery times from...
Cisco bets optics will replace copper in AI racks
October 14, 2026: Cisco bets optics will replace copper in AI racks - Cisco is pushing to replace copper interconnects inside AI racks with optical alternatives, arguing copper cannot sustain the signaling speeds required by modern AI infrastructure. Senior VP Rakesh Chopra said in-rack copper is not a durable long-term solution and predicted optical will become the n...
ScaleFlux uses smart SSD controllers to fix AI bottleneck
October 14, 2026: ScaleFlux uses smart SSD controllers to fix AI bottleneck - AI infrastructure faces a growing data movement problem: GPUs operate at 20 to 22 terabytes per second, but DRAM runs 37 to 40 times slower and storage runs 800 times slower, creating compounding bottlenecks. ScaleFlux builds SSD and CXL memory controllers designed to treat NAND flash as active memo...
Chainguard launches AI flaw hunting and agent security tools
October 14, 2026: Chainguard launches AI flaw hunting and agent security tools - Chainguard unveiled four products at its Assemble London conference. Chainguard Harness uses frontier AI models including Anthropic's Claude Mythos 5.1 to hunt vulnerabilities in live application builds, reporting only flaws it can reproduce in an isolated virtual machine. A Chainguard engineer revi...
Dell claims 13-to-1 server consolidation via agentic AI
October 14, 2026: Dell claims 13-to-1 server consolidation via agentic AI - Agentic AI is driving renewed demand for CPU-based compute, and Dell sees server consolidation as a key opportunity. Its upcoming 18th-generation PowerEdge servers, powered by AMD processors, deliver 70% generation-over-generation performance gains and can replace up to 13 older 14th-generation serv...
Supermicro shifts AI factory focus to deployment speed
October 14, 2026: Supermicro shifts AI factory focus to deployment speed - Supermicro is pushing the industry to measure AI factory success by time-to-operational rather than GPU count. Director of solution management Ben Lee says customers increasingly struggle with data pipelines after building large compute clusters, compounded by rising SSD and memory prices. Supermicr...
Vast Data targets fragmented AI pipeline data risks
October 14, 2026: Vast Data targets fragmented AI pipeline data risks - Vast Data argues that assembling AI pipelines from separate best-of-breed tools creates dangerous data synchronization gaps, leaving embeddings, permissions, and source data out of alignment. The company, valued at $30 billion after a roughly $1 billion raise in April 2026, says its integrated share...
Anthropic Opens Singapore Office, Signs Government MOU
October 14, 2026: Anthropic Opens Singapore Office, Signs Government MOU - Anthropic has opened a Singapore office and signed a Memorandum of Understanding with the Singapore Ministry of Digital Development and Information, covering AI safety, security, model evaluation, and responsible adoption. Singapore ranks second of 121 countries in Claude.ai usage relative to popula...
CodeWall raises $4M for AI attack agents
October 14, 2026: CodeWall raises $4M for AI attack agents - London-based CodeWall has launched with $4 million in pre-seed funding to offer enterprises autonomous AI agents that continuously attack their own systems the way an outside hacker would. The agents begin with no credentials, share findings on a common investigation graph, and return whenever new s...
Floqer's AI agents automate B2B sales prospecting research
October 14, 2026: Floqer's AI agents automate B2B sales prospecting research - Floqer is an AI-powered platform that automates sales prospecting for B2B teams, using AI agents to continuously research companies, contacts, and customer interactions across more than 100 data sources. Founded in 2024 by Shivam Mahajan and Zaaheda Islam, the startup has surpassed $1.2 million in A...
YouTube adds 'Made with AI' labels to songs
October 14, 2026: YouTube adds 'Made with AI' labels to songs - YouTube is rolling out 'Made with AI' labels for music tracks that were altered or fully generated using artificial intelligence. The labels apply to uses such as generating compositions and vocals with AI models, but not necessarily every use of AI tools in music production. For music partners, You...
Groundcover links AI coding agents to production observability
October 14, 2026: Groundcover links AI coding agents to production observability - Observability startup Groundcover has launched agent-to-agent observability, letting external AI coding agents such as Anthropic's Claude, OpenAI's Codex, Cursor, and AWS Kiro delegate production investigations to Groundcover's own agent. Outside agents can pull logs, traces, and Kubernetes events d...
Anthropic warns AI worms could infect IoT devices
October 14, 2026: Anthropic warns AI worms could infect IoT devices - Anthropic is warning that advances in small AI models could enable self-replicating malware capable of spreading across IoT devices like smart fridges and TV boxes. The company calls these threats small weight-based replicators, noting they would be challenging to shut down due to having no centrali...
Google DeepMind Builds On-Device Scam Detector for Singapore
October 14, 2026: Google DeepMind Builds On-Device Scam Detector for Singapore - Google DeepMind and GovTech Singapore have jointly fine-tuned a privacy-preserving, on-device scam detection model using Google's lightweight Gemma. Scams account for over half of Singapore's reported crimes and more than S$4 billion in losses since 2019, with social engineering now driving up to 80...
Uvi Raises $7.5M to Cut AI Agent Costs
October 14, 2026: Uvi Raises $7.5M to Cut AI Agent Costs - Agentic AI startup Uvi has raised $7.5 million in seed funding, led by CT Innovations, to address a costly inefficiency in enterprise AI deployments. Each time a new AI agent is deployed, it must relearn a company's business context from scratch, consuming expensive computing tokens repeatedly. Uvi'...
Pluto Security raises $42M for AI agent protection
October 14, 2026: Pluto Security raises $42M for AI agent protection - Pluto Security has raised $42 million across a seed round led by TLV Partners and a Series A led by Jump Capital. The Tel Aviv-based company offers a platform that automatically maps AI agents across employee endpoints, cloud infrastructure and SaaS applications, collecting telemetry on each agent's...
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