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Agentic memory reshapes AI development | VentureBeat
Partner Content Presented by MongoDB We have been building databases as an industry for roughly 60 years. We have been building AI agents, in the form most people mean when they say the word today, for about 18 months. Sit with that ratio for a second, because it explains almost everything about the state of […]
Sep 1, 2026
Tencent Team Memory: shared AI memory, no error fix | VentureBeat
Credit: Image generated by VentureBeatwith FLUX-2-Pro A VB Pulse survey this June found that 57% of enterprises had traced a confidently wrong agent answer back to missing or inconsistent context — the latest sign of how central context has become to whether AI agents can be trusted to act on their own. Most of the […]
Sep 1, 2026
How is your enterprise tracking AI agent telemetry? Groundcover thinks it should never leave your cloud
Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 The AI agent observability space is taking off — but how can enterprises be sure what observability products and solutions they need? Observability startup groudcover (lower case “g” intentional) announced this week that it raised $100 million in a round led by One Peak, bringing its total funding to […]
Sep 1, 2026
Credible bets open source on AI context layer | VentureBeat
Credit: Image generated by VentureBeat with FLUX-2-Pro Enterprises are increasingly trusting AI agents to answer questions that used to require a person who understood the business, not just the database. That trust assumes the agent has been given context that’s accurate and consistent, and much of the market still can’t guarantee that it has. That […]
Sep 1, 2026
AI data observability: why agents go wrong | VentureBeat
Credit: Nano Banana You spend weeks tuning an AI chatbot. Answers are accurate. Stakeholders sign off, and you ship it. Three months later, the system is confidently wrong about a third of what users ask. Nobody changed the model, and nobody touched the prompts. The world moved, pricing changed, a policy updated, a product spec […]
Sep 1, 2026
DeepSeek Harness launches as open source rival to Claude Code, alongside V4-Pro on API with higher prices
Featured Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 DeepSeek is expanding beyond the model layer and deeper into the software developers use to put AI agents to work. The Chinese AI lab on Thursday launched the official version of DeepSeek-V4-Pro, an updated flagship model focused heavily on agentic workloads, alongside DeepSeek Harness v0.1, a new open-source […]
Aug 23, 2026
Meta ran ads for an app promising to nudify female politicians
Meta platforms recently ran ads for an AI porn-generation tool that seemingly encouraged users to create deepfaked videos resembling female US politicians, despite the company’s policies against ads containing sexual material. It’s the latest in a series of failures by Meta to keep advertisements for tools that produce nonconsensual intimate imagery off its platforms. The […]
Aug 23, 2026
Writer introduces new AI model and upgraded harness to contain token costs
Across the AI industry, users are becoming more conscious of just how expensive their deployments can be —and feeling a new urgency to cut costs. But while open source models offer significantly lower per-token costs, it can be difficult to find the right model for a given job. On Thursday, Writer, which offers AI tools […]
Aug 23, 2026
As demand for Meta AI glasses explodes, it’s harder to avoid creepy recordings
Can you tell when someone nearby is wearing Meta AI glasses? As millions of people buy into the smart glasses fad each year, the odds are increasing that you could be secretly recorded while simply going about your day. Meta is not the only smart glasses maker, but its AI glasses are by far the […]
Aug 23, 2026
X open sources its ranking algorithm, letting users see if they’ve been ‘shadowbanned’
X is significantly expanding its open source codebase, which includes the app’s “For You” algorithm and its core ranking engine, and adding a feature that will let users see if their account or posts have been impacted by any of its ranking systems, the social network said on Thursday. The company is making the source […]
Aug 23, 2026