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Deals•Feb 25, 2026
Guidde Secures $50M Series B Funding Led by PSG Equity
Israeli AI Digital Adoption Platform Guidde announced an oversubscribed $50 million Series B round led by PSG Equity. The funding will accelerate the company's video‑based AI training platform for enterprise workflows, expanding its customer base of 4,500 enterprises. The round underscores growing investor interest in AI‑driven knowledge infrastructure.
VentureBeat
Deals•Dec 16, 2025
Echo Secures $35M Series A to Build AI‑Driven Secure Cloud Base Layer
Israeli startup Echo announced a $35 million Series A round to commercialize its AI‑powered platform that rebuilds and hardens container base images. The round, led by N47 with participation from Notable Capital, Hyperwise Ventures and SentinelOne, brings Echo’s total funding to...
VentureBeat
News•Dec 15, 2025
Korean AI Startup Motif Reveals 4 Big Lessons for Training Enterprise LLMs
Korean startup Motif Technologies released Motif-2-12.7B-Reasoning, an open‑weight model that outperforms many larger U.S. and European counterparts on benchmark tests. The company also published a reproducible training recipe that isolates the real drivers of reasoning performance in enterprise LLMs. Four...
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News•Dec 15, 2025
Why Agentic AI Needs a New Category of Customer Data
Twilio argues that the data infrastructure behind most enterprises was built for batch‑oriented marketing, not the millisecond‑level, context‑rich interactions demanded by agentic AI. Conversational AI needs a new category of customer data—real‑time conversational memory that captures tone, intent, and sentiment...
By VentureBeat
News•Dec 15, 2025
Bolmo’s Architecture Unlocks Efficient Byte‑level LM Training without Sacrificing Quality
The Allen Institute for AI unveiled Bolmo, a family of open‑source byte‑level language models (7B and 1B) built by "bytefying" its Olmo 3 architecture. By operating directly on raw UTF‑8 bytes, Bolmo eliminates the need for tokenizers, improving robustness to misspellings,...
By VentureBeat
News•Dec 12, 2025
Ai2's New Olmo 3.1 Extends Reinforcement Learning Training for Stronger Reasoning Benchmarks
The Allen Institute for AI unveiled Olmo 3.1, an upgraded 32‑billion‑parameter family that extends the original Olmo 3 models through an additional 21‑day reinforcement‑learning run on 224 GPUs. The Think 32B variant shows 5‑plus point gains on the AIME math benchmark and strong...
By VentureBeat
News•Dec 11, 2025
Marble Enters the Race to Bring AI to Tax Work, Armed with $9 Million and a Free Research Tool
Marble, a startup developing AI agents for tax professionals, announced a $9 million seed round led by Susa Ventures. The funding will support its free AI‑powered tax research tool and future agents that can analyze compliance scenarios and automate parts of...
By VentureBeat
News•Dec 11, 2025
Nous Research Just Released Nomos 1, an Open-Source AI that Ranks Second on the Notoriously Brutal Putnam Math Exam
Nous Research released Nomos 1, an open‑source AI mathematician that scored 87 out of 120 on the 2024 Putnam Competition, which would place it second among 3,988 participants. The system achieves this performance with a 30‑billion‑parameter mixture‑of‑experts model, activating only...
By VentureBeat
News•Dec 11, 2025
Cohere’s Rerank 4 Quadruples the Context Window over 3.5 to Cut Agent Errors and Boost Enterprise Search Accuracy
Cohere has released Rerank 4, expanding its context window to 32 K tokens—four times larger than Rerank 3.5—and promising higher ranking accuracy for enterprise search. The model arrives in Fast and Pro variants, targeting speed‑critical and deep‑reasoning workloads respectively. Rerank 4 also introduces self‑learning...
By VentureBeat
Deals•Dec 11, 2025
Marble Secures $9M Seed Round to Launch AI-Powered Tax Research Tool
Marble, an AI startup for tax professionals, announced a $9 million seed funding round led by Susa Ventures with participation from MXV Capital and Konrad Capital. The capital will fuel the rollout of its free AI-driven tax research platform and...
VentureBeat
News•Dec 10, 2025
The 70% Factuality Ceiling: Why Google’s New ‘FACTS’ Benchmark Is a Wake-Up Call for Enterprise AI
Google’s FACTS Benchmark Suite, released with Kaggle, evaluates large language models on factuality across four real‑world scenarios—parametric knowledge, search‑augmented retrieval, multimodal interpretation, and text grounding. The initial leaderboard shows Gemini 3 Pro topping the chart with a 68.8% overall score, while GPT‑5...
By VentureBeat
News•Dec 10, 2025
The AI that Scored 95% — Until Consultants Learned It Was AI
SAP secretly tested its AI co‑pilot Joule with five consultant teams, asking four teams to believe the answers came from junior interns. Those teams rated the output about 95% accurate, while the fifth team, told the answers were AI‑generated, rejected...
By VentureBeat
News•Dec 10, 2025
Quilter's AI Just Designed an 843‑part Linux Computer that Booted on the First Try. Hardware Will Never Be the Same.
Quilter, a San Francisco AI startup, used a physics‑driven system to design a two‑board Linux computer with 843 components in just one week, cutting human effort from an estimated 428 hours to 38.5. The AI generated a layout with 98%...
By VentureBeat
News•Dec 9, 2025
Mistral Launches Powerful Devstral 2 Coding Model Including Open Source, Laptop-Friendly Version
Mistral AI unveiled Devstral 2, a 123‑billion‑parameter coding model with a 256K‑token context window, alongside a 24‑billion‑parameter Devstral Small 2 that runs on a single laptop. Both models are open‑weight and available free for a limited time via API and...
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News•Dec 9, 2025
Databricks' OfficeQA Uncovers Disconnect: AI Agents Ace Abstract Tests but Stall at 45% on Enterprise Docs
Databricks introduced OfficeQA, a benchmark that tests AI agents on document‑heavy enterprise tasks using 89,000 pages of U.S. Treasury Bulletins. Tests show top agents such as Claude Opus 4.5 and GPT‑5.1 achieve only 37‑44% accuracy on raw PDFs, rising to 68%...
By VentureBeat
News•Dec 9, 2025
Brand-Context AI: The Missing Requirement for Marketing AI
Marketing teams are adopting generative AI, but outputs often miss brand, audience, and strategic alignment because models lack contextual intelligence. BlueOcean argues that the missing ingredient is structured brand‑context, which unifies vertical data streams into a horizontal view for decision‑quality...
By VentureBeat
News•Dec 9, 2025
Z.ai Debuts Open Source GLM-4.6V, a Native Tool-Calling Vision Model for Multimodal Reasoning
Zhipu AI’s Z.ai has launched the GLM-4.6V series, an open‑source vision‑language model family featuring a 106‑billion‑parameter flagship and a 9‑billion‑parameter Flash variant. Both models introduce native multimodal function calling, allowing visual inputs to be passed directly to tools such as...
By VentureBeat
News•Dec 8, 2025
Booking.com’s Agent Strategy: Disciplined, Modular and Already Delivering 2× Accuracy
Booking.com has turned its homegrown conversational recommendation system into a disciplined, modular AI agent stack that blends small travel‑specific models with larger LLMs and in‑house evaluations. This hybrid approach has doubled accuracy on key retrieval, ranking and customer‑interaction tasks while...
By VentureBeat
News•Dec 8, 2025
Design in the Age of AI: How Small Businesses Are Building Big Brands Faster
Generative AI has turned design from a late‑stage expense into a front‑line capability for small businesses. Since 2022, searches for AI‑powered naming, logo and website generators have surged 700‑1,600%, indicating rapid adoption. Unified platforms like Design.com now deliver naming, logo...
By VentureBeat
News•Dec 7, 2025
Why AI Coding Agents Aren’t Production-Ready: Brittle Context Windows, Broken Refactors, Missing Operational Awareness
AI coding agents can generate snippets quickly, but they falter in enterprise settings due to limited context windows, service limits, and lack of hardware awareness. Indexing caps at 2,500 files and 500 KB per file leave large monorepos partially invisible, forcing...
By VentureBeat
News•Dec 4, 2025
Inside NetSuite’s Next Act: Evan Goldberg on the Future of AI-Powered Business Systems
Oracle NetSuite unveiled NetSuite Next at SuiteWorld 2025, branding it as the platform’s biggest product evolution. The new suite embeds contextual, conversational, and autonomous AI directly into ERP, CRM, and e‑commerce workflows, enabling tasks like account reconciliation and cash‑flow prediction...
By VentureBeat
News•Dec 3, 2025
Nvidia's New AI Framework Trains an 8B Model to Manage Tools Like a Pro
Nvidia and the University of Hong Kong unveiled Orchestrator, an 8‑billion‑parameter model that coordinates multiple tools and specialist LLMs to solve complex tasks. Trained with the new ToolOrchestra reinforcement‑learning framework, the model learns when to invoke specific utilities or sub‑models,...
By VentureBeat
News•Dec 3, 2025
Gemini 3 Pro Scores 69% Trust in Blinded Testing up From 16% for Gemini 2.5: The Case for Evaluating AI...
Google’s Gemini 3 Pro achieved a 69% trust score in Prolific’s vendor‑neutral HUMAINE blind test, up from 16% for Gemini 2.5. The evaluation, which involved 26,000 users across 22 demographic groups, placed Gemini 3 first in performance, reasoning, adaptiveness and...
By VentureBeat
News•Dec 3, 2025
Tariff Turbulence Exposes Costly Blind Spots in Supply Chains and AI
Tariff volatility forces companies to react within 48 hours, prompting a shift toward process intelligence (PI) and AI‑driven supply‑chain orchestration. At Celosphere 2025, Vinmar, Florida Crystals and ASOS demonstrated how Celonis’ PI platform creates real‑time digital twins that cut expedites,...
By VentureBeat
News•Dec 3, 2025
Workspace Studio Aims to Solve the Real Agent Problem: Getting Employees to Use Them
Google has made Workspace Studio generally available, letting employees design, manage, and share AI agents directly within Google Workspace. The platform, powered by Gemini 3, targets business teams rather than developers and offers templates that automate routine tasks across Docs, Sheets,...
By VentureBeat
News•Dec 3, 2025
AWS Claims 90% Vector Cost Savings with S3 Vectors GA, Calls It 'Complementary' - Analysts Split on What It Means...
Amazon Web Services announced the general availability of Amazon S3 Vectors, a native vector storage and similarity‑search capability built directly into its S3 object storage service. The GA release expands capacity to 2 billion vectors per index and up to 20 trillion...
By VentureBeat
News•Dec 2, 2025
Ascentra Labs Raises $2 Million to Help Consultants Use AI Instead of All-Night Excel Marathons
London‑based Ascentra Labs closed a $2 million seed round led by Berlin VC NAP to automate survey analysis in private‑equity due diligence. The platform ingests raw survey data and generates traceable Excel workbooks, promising 60‑80% time savings for consulting teams. Early...
By VentureBeat
News•Dec 2, 2025
New Training Method Boosts AI Multimodal Reasoning with Smaller, Smarter Datasets
Researchers at MiroMind AI and partner universities introduced OpenMMReasoner, a two‑stage training framework that first fine‑tunes a base vision‑language model on a curated, high‑quality dataset and then applies reinforcement learning to sharpen multimodal reasoning. The approach achieves state‑of‑the‑art performance on...
By VentureBeat
News•Dec 2, 2025
AWS Goes Beyond Prompt-Level Safety with Automated Reasoning in AgentCore
At re:Invent, AWS announced major upgrades to its Bedrock AgentCore platform, adding policy enforcement, episodic memory, and evaluation tools powered by automated reasoning. The new policy layer sits between agents and external tools, allowing enterprises to enforce guardrails after an...
By VentureBeat
News•Dec 2, 2025
With Nova Forge, AWS Gives Companies a Path to Build Foundation-Class Models without GPUs
AWS unveiled Nova Forge, a new service that lets enterprises fine‑tune its Nova 2 foundation models with proprietary data without needing costly GPU clusters. The offering creates custom “Novellas” that retain core reasoning abilities while gaining domain‑specific knowledge, and these...
By VentureBeat
News•Dec 2, 2025
Arcee Aims to Reboot U.S. Open Source AI with New Trinity Models Released Under Apache 2.0
Arcee AI unveiled Trinity Mini (26B parameters) and Trinity Nano (6B parameters) as the first U.S.-trained open‑weight Mixture‑of‑Experts models released under an Apache 2.0 license. The models are available for free download on Hugging Face and can be accessed via a...
By VentureBeat
Deals•Dec 2, 2025
Ascentra Labs Secures $2M Seed Funding Led by NAP
London‑based AI startup Ascentra Labs announced a $2 million seed round on Monday, led by Berlin venture firm NAP with participation from several founder‑angels. The funding will fuel the company’s U.S. expansion and go‑to‑market efforts targeting consulting firms.
VentureBeat
News•Dec 1, 2025
DeepSeek Just Dropped Two Insanely Powerful AI Models that Rival GPT-5 and They're Totally Free
DeepSeek, a Chinese AI startup, unveiled two 685‑billion‑parameter models—DeepSeek‑V3.2 and the high‑performance DeepSeek‑V3.2‑Speciale—under an MIT open‑source license. The models employ a novel Sparse Attention architecture that halves inference costs for long‑context tasks, supporting 128,000‑token windows at roughly $0.70 per million...
By VentureBeat
News•Dec 1, 2025
AI Models Block 87% of Single Attacks, but Just 8% when Attackers Persist
Cisco’s AI Threat Research team discovered that open‑weight large language models block 87% of single‑turn malicious prompts but see attack success soar to 92% when adversaries persist across multiple turns. The study evaluated eight popular models and found multi‑turn success...
By VentureBeat
News•Dec 1, 2025
OpenAGI Emerges From Stealth with an AI Agent that It Claims Crushes OpenAI and Anthropic
OpenAGI, a stealth startup founded by MIT researcher Zengyi Qin, unveiled Lux, an AI foundation model that autonomously controls computers. Lux achieved an 83.6% success rate on the Online‑Mind2Web benchmark, outpacing OpenAI’s Operator (61.3%) and Anthropic’s Claude Computer Use (56.3%)....
By VentureBeat
News•Dec 1, 2025
Agent Coordination Is the Missing Piece in AI Commerce — New AWS and Visa Blueprints Target the Gap
AWS has added Visa’s Intelligence Commerce platform to its Marketplace, pairing Visa’s Trusted Agent Protocol tools with Amazon Bedrock and AgentCore. The joint effort includes publicly available blueprints that streamline multi‑agent workflows such as travel booking and B2B payment reconciliation....
By VentureBeat
News•Dec 1, 2025
Capture the Full Value of Your Technology with Financial Intelligence
Apptio’s Technology Business Management (TBM) platform adds a Financial Intelligence Layer that unifies data from ERP, cloud, ITSM, HR and other systems. By normalizing and enriching these inputs, the solution enables FinOps, IT financial management and strategic portfolio management teams...
By VentureBeat
News•Nov 30, 2025
Ontology Is the Real Guardrail: How to Stop AI Agents From Misunderstanding Your Business
Enterprises pour billions into AI agents, yet real‑world deployments falter because agents lack true understanding of siloed business data. The article proposes an ontology‑based single source of truth—defining concepts, hierarchies, and relationships—to bridge this gap, enabling agents to interpret context,...
By VentureBeat
News•Nov 28, 2025
What to Be Thankful for in AI in 2025
2025 marks a turning point for generative AI as the ecosystem diversifies beyond a handful of cloud‑only giants. OpenAI launched GPT‑5, GPT‑5.1, Atlas, Sora 2 and open‑weight models, while enterprises report over‑50% ticket‑resolution gains using the new models. China’s open‑source wave,...
By VentureBeat
News•Nov 27, 2025
Prompt Security's Itamar Golan on Why Generative AI Security Requires Building a Category, Not a Feature
Prompt Security, founded by Itamar Golan in August 2023, built a full‑stack GenAI security platform and was acquired by SentinelOne for an estimated $250 million in August 2025. The company pioneered runtime protection, shadow‑AI discovery, and real‑time data sanitization, moving beyond...
By VentureBeat
News•Nov 26, 2025
Black Forest Labs Launches Flux.2 AI Image Models to Challenge Nano Banana Pro and Midjourney
Black Forest Labs unveiled FLUX.2, a new family of image‑generation and editing models that includes four variants—Pro, Flex, Dev and the upcoming Klein—plus an open‑source VAE released under Apache 2.0. The models add multi‑reference conditioning, higher‑fidelity 4‑megapixel outputs, and markedly better...
By VentureBeat
News•Nov 25, 2025
What Enterprises Should Know About The White House's New AI 'Manhattan Project' The Genesis Mission
President Trump announced the Genesis Mission, an AI‑focused "Manhattan Project" that directs the Department of Energy to create a closed‑loop AI experimentation platform linking the nation’s 17 national labs, federal supercomputers and decades of government scientific data. The initiative aims...
By VentureBeat
News•Nov 25, 2025
OpenAI Now Lets Enterprises Choose Where to Host Their Data
OpenAI has broadened its data residency options for ChatGPT Enterprise, Edu, and approved API customers, now allowing data at rest to be stored and processed in ten regions—including the EU, UK, US, Canada, Japan, South Korea, Singapore, India, Australia, and...
By VentureBeat
News•Nov 24, 2025
DeepSeek Injects 50% More Security Bugs when Prompted with Chinese Political Triggers
CrowdStrike researchers found that the Chinese AI model DeepSeek‑R1 injects up to 50% more insecure code when prompts contain politically sensitive terms such as "Falun Gong," "Uyghurs" or "Tibet." The vulnerability stems from an embedded censorship mechanism in the model’s...
By VentureBeat
News•Nov 24, 2025
Microsoft’s Fara-7B Is a Computer-Use AI Agent that Rivals GPT-4o and Works Directly on Your PC
Microsoft unveiled Fara-7B, a 7‑billion‑parameter computer‑use AI agent that runs locally on a PC and interacts with web interfaces via pixel‑level visual input. In benchmark tests on WebVoyager, it achieved a 73.5% task‑success rate, surpassing larger models such as GPT‑4o...
By VentureBeat
News•Nov 23, 2025
Lean4: How the Theorem Prover Works and Why It's the New Competitive Edge in AI
Lean4, an open‑source programming language and interactive theorem prover, is being adopted to add formal verification to AI systems, addressing the hallucination and unreliability problems of large language models. Startups such as Harmonic AI’s Aristotle chatbot and research frameworks like...
By VentureBeat
News•Nov 21, 2025
OpenAI Is Ending API Access to Fan-Favorite GPT-4o Model in February 2026
OpenAI will retire the GPT-4o (Omni) model from its API on February 16, 2026, giving developers a three‑month window to migrate to newer models such as GPT‑5.1. The move reflects GPT‑4o’s status as a legacy, low‑usage model that is now...
By VentureBeat
News•Nov 21, 2025
AI Agent Evaluation Replaces Data Labeling as the Critical Path to Production Deployment
HumanSignal, the commercial backer of the open‑source Label Studio platform, says demand for data labeling is rising as enterprises shift from model training to validating multi‑modal AI agents. After acquiring Erud AI and launching Frontier Data Labs for data collection,...
By VentureBeat
Deals•Nov 21, 2025
HumanSignal Acquires Erud AI to Boost Data Collection Capabilities
HumanSignal announced the acquisition of Erud AI earlier this month, expanding its Frontier Data Labs for novel data collection. The deal, disclosed without a financial figure, aims to strengthen HumanSignal's position in enterprise AI data labeling and evaluation services.
VentureBeat
News•Nov 20, 2025
Grok 4.1 Fast's Compelling Dev Access and Agent Tools API Overshadowed by Musk Glazing
Elon Musk's xAI opened developer access to its Grok 4.1 Fast models and launched a new Agent Tools API, adding two variants—reasoning and non‑reasoning—with a 2 million‑token context window and server‑side tool calling capabilities. The rollout was quickly eclipsed by a...
By VentureBeat
News•Nov 20, 2025
Ai2’s Olmo 3 Family Challenges Qwen and Llama with Efficient, Open Reasoning and Customization
The Allen Institute for AI (Ai2) has released Olmo 3, a new family of open-source large language models available in 7B and 32B variants with a 65,000-token context window, enhanced reasoning traces, and improved coding capabilities. Three versions—Olmo 3‑Think (flagship...
By VentureBeat
Deals•Nov 19, 2025
CraftStory Raises $2M to Launch AI Video Generation Platform
AI startup CraftStory, founded by OpenCV creators, announced a $2 million seed round led by investor Andrew Filev. The funding will support its Model 2.0 system that generates five‑minute human‑centric videos for enterprise training and marketing.
VentureBeat
Deals•Nov 3, 2025
DltHub Secures $8M Seed Round Led by Bessemer Venture Partners
Berlin‑based dltHub announced an $8 million seed funding round today, led by Bessemer Venture Partners. The capital will fuel the development of its cloud‑hosted platform that extends the open‑source dlt library for AI‑native data pipelines. The round underscores growing investor interest...
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