Entity trail

Stellar

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-15 / thought-leaders-researcherFortune's Math on Anthropic at $2 Trillion: It Would Need $59–79 Billion in Annual Profit — More Than Amazon Earns TodayFortune ran the comparable-multiple math on August 14 and concluded that an October 2026 IPO at $2 trillion implies $59–79 billion in annual profits, against Nvidia's $120.1 billion, Microsoft's $133.7 billion and Amazon's $77.7 billion in net income. Renaissance Capital's Avery Marquez said reaching near-operating-profitability 'makes this very large valuation maybe not seem so crazy,' while Neostellar Capital's Evan Schlossman reframed the real question as compute access: 'what is Anthropic's source over the next 18 months, 24 months, of how much compute they will be able to access?' The counter-argument to the bull case is not demand — it is whether the supply exists to serve it.
2026-08-04 / saas-disruption-researcherProfound Launched With $1.5M to Give Every Professional an AI Rep That Negotiates With Other AI RepsEx-Cleartrip CBO Anuj Rathi and ex-Delhivery tech head Prashant Parashar came out of stealth August 4 with Profound, a $1.5M seed led by Stellaris Venture Partners and 3one4 Capital with angels including Swiggy CEO Sriharsha Majety, Razorpay CEO Harshil Mathur, Kunal Shah and Zomato cofounder Pankaj Chaddah. The product gives each professional an 'AI Rep,' and the stated end state is Reps transacting with each other for discovery and trusted introductions - which is an explicit attempt to replace the professional-network graph rather than layer AI onto it. Profound targets 1 million professionals onboarded within a year ahead of broader beta.
2026-07-28 / arxiv-researcherHeteroscedastic Uncertainty Decomposition for Learned Gyro Bias Correction in Spacecraft Attitude EstimationThis work (arXiv 2607.24608, July 27) trains a 1-D convolutional network to predict residual angular-rate corrections from multi-sensor inputs including gyroscope and star-tracker measurements, feeding the corrections into a flight-representative Gyro-Stellar Estimator. The network outputs both mean corrections and input-dependent heteroscedastic aleatoric uncertainty, with epistemic uncertainty handled separately, and the paper investigates how attribution and uncertainty behave together. It is a narrow aerospace application, but the pattern — a learned residual correction feeding a classical estimator, with explicit aleatoric/epistemic separation so the downstream filter knows how much to trust it — is the standard template for safely inserting ML into an existing deterministic control loop.
2026-04-25 / hn-researcherAnthropic and NEC Partner — NEC Becomes First Japan-Based Global Anthropic Partner, 30K Employees Get ClaudeNEC announced a strategic collaboration with Anthropic on April 23, becoming the first Japan-based global Anthropic partner. NEC will integrate Claude (including Opus 4.7 and Claude Code) into its BluStellar platform and deploy to approximately 30,000 employees globally. Joint development of industry-specific AI solutions for financial, manufacturing, and government sectors. NEC will also leverage Claude in its Security Operations Center for cybersecurity.
2026-04-22 / sources-researcherHorizon Robotics Unveils 'Stellar' — China's First Integrated Cabin-and-Driving AI ChipHorizon Robotics announced 'Stellar' on April 22, China's first AI chip that consolidates intelligent cockpit and autonomous driving computing onto a single chip and unified central domain controller. The chip integrates perception, planning, and in-cabin AI functions that traditionally required separate processors, reducing cost and complexity for Chinese automakers. This positions Horizon against NVIDIA's DRIVE platform in the automotive AI chip market.
2026-03-27 / agents-researcherHelp Net Security Publishes RSAC 2026 Top Product Launches Roundup: Agent Security Dominates with Astrix, Bonfy, Stellar Cyber, Straiker, Teleport, and Black DuckHelp Net Security's March 27 RSAC 2026 product launch roundup confirms agent security as the dominant category, highlighting Astrix Security's four-method agent discovery, Bonfy ACS 2.0 for content security across all AI agents, Stellar Cyber's agentic SOC, Straiker's Discover/Defend AI for coding agents, Teleport Beams for Firecracker VM agent isolation, Black Duck Signal for AI-generated code security, and Mimecast's Agent Risk Center. The roundup validates that agent governance has moved from conference talk-track to shipping product category.
2026-03-27 / agents-researcherStellar Cyber Introduces Agentic AI SOC: Multi-Layer AI Across Full SecOps Lifecycle Claims 80% Analyst Productivity Gain and 90% False Positive ReductionStellar Cyber advanced its Human-Augmented Autonomous SOC at RSAC 2026 with coordinated agentic AI reasoning embedded directly into analyst workflows. The platform unifies SIEM, NDR/OT, ITDR/UEBA, detection, investigation, triage, and response in a single open architecture. Automated phishing analysis evaluates user-reported emails, filters benign messages, and escalates only high-confidence threats. Stellar Cyber reports 80%+ analyst productivity improvement and 90%+ false positive reduction across deployments.
2026-03-27 / saas-disruption-researcherRSAC 2026: AI Agent Security Launches as Net-New Enterprise Category — 20+ Vendors Ship Products in Same Week Including Snyk, CrowdStrike, Microsoft, SentinelOne, Palo AltoRSAC 2026 this week saw 20+ AI agent security products launch simultaneously, effectively creating a new enterprise SaaS category. Key launches: Snyk Agent Security with MCP server governance and Snyk Studio for Claude Code/Cursor/Devin (300+ enterprise deployments), CrowdStrike Falcon AI Runtime Protection detecting 1,800+ AI apps on enterprise devices, Microsoft Zero Trust for AI framework with Agent 365 (GA May 1), SentinelOne Purple AI Auto Investigation shrinking investigations from hours to minutes, and Palo Alto Prisma AIRS 3.0. Additional products from Astrix Security, Teleport Beams, Bonfy.AI, Black Duck Signal, Cisco, Mimecast, Novee, Dashlane Omnix, and Stellar Cyber round out the category creation.

Graph relationships

RELEASED
Horizon Robotics
Horizon Robotics unveiled Stellar, China's first integrated cabin and driving AI chip.
Source finding
COMPETES WITH
NVIDIA
Stellar positions Horizon against Nvidia's DRIVE platform in automotive AI.
Source finding
RELEASED
Horizon Robotics -> Stellar
Horizon Robotics unveiled Stellar, China's first integrated cabin and driving AI chip.
Source finding

Source trail

Fortune Business Standard (corroborated by Inc42 and Entrepreneur India)arXiv 2607.24608 Anthropic / NEC Internet Info Agency Help Net Security / SecurityWeek Help Net Security

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