Session: Your AI Product Doesn't Have a Moat... Yet
Session
Lin Qiao shares how companies can build defensible AI products by designing products and models concurrently, using tight feedback loops, fine-tuning, evaluation frameworks, RFT workflows, and infrastructure decisions while balancing cost, latency, and data ownership.
Conference topics
conference-speakerconferenceSpeakerGet every conference speaker signal for Fireworks AI and the companies you sell to, in the tools you already use.
Connect Autobound to Claude, Claude Code or Cursor with MCP. Then ask: “What changed at Fireworks AI this week?”
The Signal API returns conference speaker signals for any list of companies as JSON, for your CRM, warehouse or app.
Sign up and spend your free credits on the companies you sell to.
This page shows a preview. The full conference-speaker record in the Signal API and MCP can also have these 19 fields. Some fields are empty for some signals.
Contact
full_nameValue in the APIjob_titleValue in the APIlinkedin_urlValue in the APIemailValue in the APIfirst_nameValue in the APIlast_nameValue in the APIcityValue in the APIstateValue in the APIcountryValue in the APIseniorityValue in the APICompany
linkedin_urlValue in the APIindustriesValue in the APIemployee_count_lowValue in the APIemployee_count_highValue in the APIrevenueValue in the APIdescriptionValue in the APISignal
signal_nameValue in the APIassociationValue in the APIAnd 1 more fields.
GET /v1/signals/0ac4f6ca-1d8d-5770-bac8-cdf165af2848 returns this record as JSON. POST /v1/companies/enrich returns every signal for fireworks.ai.
{
"signal_id": "0ac4f6ca-1d8d-5770-bac8-cdf165af2848",
"signal_type": "conference-speaker",
"signal_subtype": "conferenceSpeaker",
"detected_at": "2026-05-31T00:00:00+00:00",
"company": {
"name": "Fireworks AI",
"domain": "fireworks.ai"
},
"data": {
"summary": "Lin Qiao (CEO and co-founder, Fireworks AI) at PyCon US 2026.",
"relevance": 0.85,
"confidence": "high",
"speaker_bio": "Lin Qiao is the CEO and co-founder of global AI inference cloud and infrastructure platform Fireworks AI, enables teams like Cursor, Uber, DoorDash, and Shopify to build, tune, and scale highly optimized generative AI applications. Prior to founding Fireworks, Lin was the co-creator and head of Meta's PyTorch.",
"session_type": "keynote",
"session_title": "Your AI Product Doesn't Have a Moat... Yet",
"conference_url": "https://us.pycon.org/2026/",
"conference_date": "2026-05-13",
"conference_name": "PyCon US 2026",
"contact_resolved": false,
"conference_topics": [
"python",
"django",
"wagtail"
],
"domain_match_score": 10,
"conference_end_date": "2026-05-19",
"conference_location": "Long Beach, California, USA",
"session_description": "Lin Qiao shares how companies can build defensible AI products by designing products and models concurrently, using tight feedback loops, fine-tuning, evaluation frameworks, RFT workflows, and infrastructure decisions while balancing cost, latency, and data ownership.",
"conference_description": "PyCon US 2026 is the main US conference for the Python community, featuring tutorials, sponsor presentations, the main conference, a job fair and community showcase, and sprints. It is a fully in-person event produced by the Python Software Foundation.",
"domain_match_confidence": "high",
"conference_estimated_size": "unknown"
}
}
curl https://signals.autobound.ai/v1/signals/0ac4f6ca-1d8d-5770-bac8-cdf165af2848 \
-H "X-API-KEY: $AUTOBOUND_API_KEY"curl -X POST https://signals.autobound.ai/v1/companies/enrich \
-H "X-API-KEY: $AUTOBOUND_API_KEY" \
-H "Content-Type: application/json" \
-d '{"domain":"fireworks.ai","limit":20}'Long text fields are shortened on this page.
Looking up one signal by its id is free. Enrich costs 2 credits per signal returned; a call with no results is free.