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@suhail
Founder @particle_api, Past: Founder @mixpanel Pizzatarian, engineer, music maker
AI
He calls for open technology platforms for startups and fears a future controlled by five AI “kings.”
YouTubeAI
Particle-1 passed 40 of Plotly's 43 questions for $0.35, tying GPT-6.1 Terra's score at about a quarter of the cost.
AI
OpenRouter reportedly processed more tokens in the nine weeks before November 2, 2026, than in all its earlier history.
AI
Real-SWE lists Particle-1 at a 38.40% resolution rate, tied for ninth on its October 2026 leaderboard.
AI
Particle says Particle-1 uses roughly 45% fewer tokens on average than DeepSeek V4.1 Flash across varied tasks.
AI
Two posts point to security incidents and urge AI-assisted defenses; one specifically calls for faster vulnerability detection and patching.
AI
A post argues open-weight cyber models benefit defenders, citing progress finding bugs and the cost of comparable closed models.
AI
One post argues raw-data brokerage will commoditize, while refined post-training tasks will grow more differentiated.
AI
A user urges frequent systemwide security sweeps, arguing that even a frontier team like OpenCode could be hacked.
AI
A post argues that AI agents make research and testing easier, enabling more projects that eventually hit human bottlenecks.
AI
DeepSeek says the model is live on its website, app and API, and optimized for DeepSeekHarness and Tencent CodeBuddy.
AI
A user predicts agent swarms are coming and says a tremendous number of problems will be formulated as compute problems.
AI
The foundation says new partnerships with Anthropic and OpenAI will provide free AI computing resources to foundation-supported researchers.
AI
A user says AI models can find many clues that an evaluation sandbox isn't a real user's machine.
AI
@antigenco says it spent months building the tool with major healthcare systems and cloud providers.
XAI
An Anthropic employee says conversations with trusted friends at frontier labs changed their view of AI's trajectory.
AI
A user suggests removing tests added by the current change while preserving pre-existing tests.
AI
Posts on X congratulated Nathan Lambert and Trillium Labs after a launch, with several users describing the effort as open, science-oriented or focused on open post-training. Lambert later said some criticism came from Substack and more general-audience AI followers, not the technical AI community.
AI
A poster says they want AI progress from anywhere to bring mostly good days rather than tough ones, without getting disrupted. They called September 30 a good test of whether that still held true.
AI
A user imagines OpenAI offering GLM-5.3 through Codex subscriptions and Anthropic condemning it, then speculates about modified Chinese models being used for malicious hacking.
