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5 contributions to Automate What Academy
Claude for niche research and automatic emails?
Hey y’all I would love to build a system with Claude or some AI that can understand my ICP and what I sell, get trained on a sequence, researvh prospects, get high quality leads, personalize the message and send an email to these people through maybe GoHighLevel or something else. I want to be able to automate the process and have Claude handle it all and book me in for a sales call. I also wanna train Claude on a method of adjusting stimuli called “the scientific method” so that Claude can use the method and adjust stimuli according to the feedback it gets, OR submitt the dailt inputs it has done and let me give it feedback instead. Is it possible to build such a system with Claude?
0 likes • 5d
@Ashir Haroon great advice. I shall talk to Claude and see what she thinks. And if relevant I’ll do what you said
Trillet vs retell for multiple languages
Hey you all. I am wondering if trillet or retell is better if I am making an Ai receptionist in a different language? I am making a swedish receptionist and it has to sound natural but I don't know how to choose a plattform that can handle a native language in the way it is supposed to be spoken given instructions on behavior. Is trillet or retell or any other plattform better at handling in Swedish and other languages? Can trillet be used for other languages like swedish?
Voice AI Agent Inbound/Outbound question
Hi All, Has anyone set up both inbound and outbound calling for a voice AI agent? If so, how did you handle it? Through prompting? Seems inefficient to use a multi purpose prompt (would be very long and eat up tokens on every call). Use case: inbound calls classify caller as prospect, current client, vendor/supplier, field technician or urgent caller and then routes call to proper workflow (get info, take message, schedule appt., forward call, etc.), updates crm records etc. If field technician, records info on job status, updates job and creates task list. Outbound: calls suppliers back, makes call based on tasks created by field technician such as calls supplier to place order, calls sub contractor to schedule work, etc.
0 likes • Aug 30
@Hazel Hassan This sounds like an Ai response that chatgpt would say. What even is "orchestration layer"
What's your go-to tool for voice transcription right now?
Google just dropped Gemini 3.5 Transcribe, and it's their most accurate speech-to-text model yet, built to handle real conversations instead of just clean studio audio. - Word error rate down to 4.0% for streaming and 2.6% for pre-recorded audio, measured by Artificial Analysis - That's a big jump from their old model, Chirp 3. Time to final transcription is 70% faster - Handles up to 85 languages and picks up on accents and dialects automatically - Cleans up your speech as you talk. Cuts filler words like "um" and "ah" and fixes self-corrections like "let's meet Tuesday, no wait, Wednesday" - Can identify up to 3 speakers in recorded audio with timestamps, which is huge for meeting notes and call analytics - It can also call other Gemini models to do stuff like generate images or analyze files, all triggered by voice - Already live in things like Rambler on Android and the Gemini app on macOS, and rolling into Chrome soon - Developers can plug it into their own apps now through the Gemini API and Google AI Studio If you're building any kind of voice agent, meeting notes tool, or automation that starts with "listen to this audio," this is worth testing against whatever you're using now. I still use Deepgram Nova 3 or Flux for my voice agents. But I might start using Gemini 3.5 Transcribe if I like the results. Will ultimately come down to latency. https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5-transcribe
What's your go-to tool for voice transcription right now?
0 likes • Aug 27
@Mason Anderson Is there nothing that can sound like a human receptionist? Like they get surprised by how good it is and how smooth it handles the booking process?
0 likes • Aug 27
@Mason Anderson Yeah okay, but is it important to go through the entire video and to understand all? can lack of knowledge and diagnosing problems be the reason I dont understand why its happening or what to do? Do you recommend I go over tutorials again in depth or is that not needed? do you think trillet is great for building human sounding Ai receptionists that are smooth?
Gemini 3.7 Flash
Google just dropped another Flash model, and it's only been three weeks since the last one. Gemini 3.7 Flash is out, and the headline is that it beats 3.6 Flash across coding, document work, and agent tasks while launching at half the price per million tokens. - Intro pricing sits at $0.75 per 1M input tokens and $3.75 per 1M output - That intro rate ends Dec 31, 2026, then it jumps to $1.50 and $7.50 - AutomationBench score went from 17.0% to 30.4%, so real business workflows nearly doubled - Coding jumped too: DeepSWE v1.1 hit 65.3% vs 49.0% on the old model - FrontierCode 1.1 came in at 43.6% vs 34.4% - WebDev Arena Elo moved from 1538 to 1588 for front end builds - PDF comprehension climbed from 22.0% to 34.0% on the GDP.pdf benchmark - Google says it plans better, calls tools more carefully, and needs fewer retries - Gemini Spark, the 24/7 personal agent, switched to 3.7 Flash today in 160+ countries - Live in AI Studio, Antigravity, and Gemini Enterprise right now The release cadence is what gets me here. Three weeks between models means the cheap tier is now moving faster than most of us can rebuild our workflows around it. Are you guys rebuilding for every new model drop, or waiting for things to settle down? haha https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-3-7-flash/
Gemini 3.7 Flash
1 like • Aug 14
Mason btw what do you think of setting up an outbound agent and cold calling with AI to businesses? Pitching AI receptionists? And what niche do you recommend selling to with this?
1-5 of 5
Lucas Premat
2
11 points to level up
@lucas-premat-1390
Reach for the unexpected and allow yourself to be surprised

Active 4h ago
Joined Jul 16, 2026
Sweden