Deep Research
PulseAugur coverage of Deep Research — every cluster mentioning Deep Research across labs, papers, and developer communities, ranked by signal.
10 day(s) with sentiment data
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ChatGPT's Work agent mode shows mixed results on complex tasks
A recent 20-hour test of ChatGPT's agent mode, now called Work and powered by GPT-5.6, revealed mixed results. While it shows promise in tasks like data aggregation and personalized messaging, it struggles with complex …
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Perplexity Pro subscription limits tightened, accuracy questioned
Perplexity's Pro subscription, priced at $20/month or $200/year, has seen its usage limits significantly reduced throughout 2026, contradicting official documentation. While Perplexity claims these reductions only affec…
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YandexGPT 5 Lite now free in browsers, but feature access remains unclear
Yandex has made its advanced AI model, YandexGPT 5 Lite, accessible for free in browsers, though with limitations compared to its paid subscription. While some features like reasoning and image generation are now free f…
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Unsloth enables local Kimi K3, DeepSeek-V4 Flash with new research and parallel chat features
Unsloth has released an update enabling local execution of Moonshot AI's Kimi K3 and DeepSeek-V4 Flash models using Unsloth Dynamic GGUFs. This update also introduces a "Deep Research" mode that allows local models to p…
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User seeks "Deep Research" plugin for ChatGPT on Mac
A user on Reddit is seeking assistance finding the "Deep Research" plugin for OpenAI's ChatGPT on their Mac. They have switched from Windows and are unable to locate the plugin or activate it using the command '/Deepres…
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Unsloth enables local Kimi K3, parallel chats, and AI research mode
Unsloth has released an update enabling local execution of Moonshot AI's Kimi K3 model, a large 2.8T-parameter MoE model with a 1M context window. This update also introduces parallel chat capabilities, allowing users t…
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Anthropic Fable + Deep Research usage spikes alarm users
A user on Reddit reported an unusually high consumption of usage limits during a session involving Anthropic's "Fable" feature combined with "Deep Research." The user experienced a rapid depletion of their 5-hour sessio…
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New framework reveals reliability flaws in AI deep research agents
A new paper introduces MisKnow-Agent, a framework designed to generate and validate misleading knowledge for deep research agents. These agents, which extend LLM capabilities to complex, long-horizon tasks like planning…
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New framework reveals Deep Research agents vulnerable to misleading information
A new framework called MisKnow-Agent has been developed to study the reliability of Deep Research agents, which are AI systems designed for complex, long-horizon tasks like planning and report generation. Researchers fo…
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OpenAI's Deep Research model and limits questioned by users
A user on Reddit is inquiring about the underlying model powering OpenAI's "Deep Research" feature and its associated usage limits. The user specifically asks if "o3" is still the model in use and if the "25/250 deep re…
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New AI agents tackle deep research and misleading web data · 4 sources tracked
Researchers have introduced AREX, a new family of recursively self-improving agents designed for deep research tasks. AREX alternates between research and self-improvement loops, using an autonomous context-update tool …
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AI Research Stalls: Experts Debate Progress on "Deep Research" Products
A discussion on Reddit's r/singularity suggests that progress on "Deep Research" products, which initially represented a significant leap in AI capabilities, has stalled since their launch in February 2025. While increm…
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AI orchestration emerges as key differentiator beyond individual models · 2 sources tracked
A new research paper introduces INFORM, an interpretability analysis tool designed to disentangle the structure and function of multi-expert Large Language Model (LLM) orchestration systems. The study, which utilized mo…
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Anthropic's Claude Code faces data leak and hallucination reports
Anthropic's Claude Code is facing scrutiny following reports of users encountering data that does not belong to them within their coding sessions. One user reported receiving live SSH credentials for a server they did n…
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User frustrated with Deep Research feature on OpenAI
A user on Reddit is expressing frustration with the "Deep Research" feature, which they are using for a large market research project. They find the results to be vague and worse than a standard ChatGPT search, despite …
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OpenAI Plus users report missing "deep research" features
A Reddit user on the OpenAI Plus plan is inquiring about the disappearance of "deep research" features. Historically, this tier offered access to advanced research capabilities, but the user can no longer locate them wi…
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Ohio State researchers open-source QUEST-35B Deep Research agent
Researchers from Ohio State University have developed and open-sourced QUEST-35B, a Deep Research agent. This agent was trained using approximately 32 H100 GPUs and a dataset of around 8,000 synthetic samples. Benchmark…
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Mistral AI's Vibe model offers 'Deep Research' but struggles with specific ranking tasks
Mistral AI's new model, Vibe, offers a "Deep Research" feature that allows it to spend up to 15 minutes searching the internet for information. However, the model sometimes struggles with specific instructions, such as …
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AI incubator Surplus offers $100K seed funding for public good startups
Surplus, an incubator organized by Manifund and Mox, is launching a 3-month program in San Francisco starting late July to foster software startups focused on creating massive public good in the age of AI. The program o…
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Perplexity Integrates Deep Research with Multi-Model Orchestration System
Perplexity has integrated its Deep Research feature into its Computer orchestration system, enhancing its ability to break down complex questions into subtasks. These subtasks are then routed across more than 20 differe…