AI Intel Brief

Week of March 24 — April 7, 2026

What launched, what went viral, who's making money, and what we should act on.

TL;DR Models & Tools Viral on X Money Moves Opportunities Accounts to Watch TikTok Intel

TL;DR — The 8 Things That Matter

Google Gemini 3.1 Ultra dropped — 2M token context, native multimodal. The biggest context window from a major lab.
Meta Llama 4 Maverick is open-source with 10M token context. Free frontier-level AI is here.
OpenAI killed Sora — was burning $15M/day, lifetime revenue only $2.1M. Video gen hype ≠ revenue.
Karpathy's Autoresearch — 630 lines of code that ran 700 autonomous experiments. The "AI scientist" is real now.
AI agents for local biz is the fastest path to revenue — $500-$1,500/agent, ~4hrs build time.
Grok 4.20 has multi-agent architecture and is profitable in trading markets. AI trading is no longer theoretical.
MCP hit 97M installs — it's now the standard for connecting AI agents to anything. Build on this.
DeepSeek V3.2 offers near-frontier quality at 10x cheaper. Cost barriers to AI products just collapsed.

New Models & Tools

12 items

Google Gemini 3.1 Ultra

Launched

2 million token context window. Native multimodal reasoning across text, image, audio, and video simultaneously. New sandboxed code execution tool. Improved grounding to cut hallucinations.

So what: You can now feed an entire codebase, hours of video, or massive documents into a single prompt. Multimodal means one model replaces separate image/audio/text pipelines.

Now what: Test for long-form content analysis workflows. Could power deep brand audits that ingest everything a client has in one pass.

Mar 20Google

Meta Llama 4 Maverick

Open Source

400B parameters, 128 experts (mixture-of-experts). 10 million token context — the longest available anywhere. Fully open-source, self-hostable.

So what: Free frontier-class model you can run without API costs. 10M context means you can feed it an entire business's worth of data.

Now what: Explore self-hosting for client projects where data privacy matters. Zero marginal cost for high-volume use cases.

Mar 2026MetaApache 2.0

Claude Opus 4.6 / Sonnet 4.6

Launched

1M token context. Opus leads SWE-bench for coding. Sonnet powers GitHub Copilot's coding agent. Sonnet leads GDPval-AA Elo benchmark (1,633 pts) for expert work.

So what: Best-in-class for code generation and agentic workflows. This is what's powering Claude Code right now.

Now what: Already using it. Keep leveraging for all builds. The agentic capability is why we can ship so fast.

CurrentAnthropic$5/M input (Opus)

OpenAI GPT-5.4 Pro

Launched

Tied with Gemini 3.1 Pro on intelligence benchmarks. $30/M input tokens. Available via ChatGPT Plus/Team/Pro.

So what: Competitive but expensive. 6x the cost of Gemini 3.1 Pro for similar performance.

Now what: Use for comparison testing only. Not cost-effective for production unless client specifically requests OpenAI.

Mar 5OpenAI$30/M input

Grok 4.20

Signal

Multi-agent architecture with 4 specialized agents. Profitable in Alpha Arena trading markets. Best-in-class for real-time factuality on current events. 500B "small" variant available.

So what: First model that's literally making money autonomously in trading. The multi-agent architecture is the direction everything is heading.

Now what: Watch for API access (expected Q2). The real-time factuality makes it interesting for news-based content generation.

Mar 22xAI

DeepSeek V3.2

Cheap

Near-frontier performance at $0.27/M input tokens — 10x cheaper than Claude Opus, 100x cheaper than GPT-5.4 Pro.

So what: Makes AI products viable at scale for any budget. Good enough for 80% of tasks at 10% of the cost.

Now what: Use for high-volume, lower-stakes tasks: content generation, data processing, first-pass analysis. Keep premium models for critical work.

CurrentDeepSeek$0.27/M input

Google Gemma 4

Open Source

Open-source models for reasoning and agentic workflows. Apache 2.0 license. 400M+ downloads, 100K+ community variants.

So what: Free, customizable models purpose-built for agents. The community ecosystem means pre-built fine-tunes for almost any vertical.

Now what: Check community variants for marketing/advertising-specific fine-tunes.

Apr 4GoogleApache 2.0

OpenAI Kills Sora

Dead

Video generation app shut down. Was burning $15M/day against lifetime revenue of $2.1M. Compute redirected to "Spud" (GPT-5.5).

So what: AI video generation hype >> actual revenue. The market isn't paying for standalone video gen tools yet. OpenAI is doubling down on language models instead.

Now what: Don't build standalone AI video products. Integrate video gen as a feature within larger workflows (like we're doing with Kling/Kie.ai).

Mar 24OpenAI

Microsoft MAI Models

Launched

Three new in-house models: MAI-Transcribe-1, MAI-Voice-1, MAI-Image-2. Available through Microsoft Foundry + MAI Playground.

So what: Microsoft building its own stack, reducing OpenAI dependency. Voice and transcription models could compete with Whisper/ElevenLabs.

Now what: Test MAI-Transcribe-1 against Whisper for our transcription pipeline. Could be cheaper/better.

Apr 2026Microsoft

Google TurboQuant

Infrastructure

Memory compression breakthrough. Reduces KV cache overhead using PolarQuant + Quantized JL compression. Makes massive context windows run efficiently.

So what: This is what makes 2M+ context windows practical. Without this, long-context models would be too expensive to run.

Now what: Background awareness only. This means long-context models will keep getting cheaper and faster.

Apr 4Google

MCP Crosses 97M Installs

Milestone

Anthropic's Model Context Protocol now the default standard for connecting AI agents to external tools and data. Every major AI provider ships MCP-compatible tooling.

So what: MCP is the USB port for AI. Building MCP-compatible tools/integrations = building for the entire AI ecosystem at once.

Now what: Any tool we build should be MCP-compatible. This is how our platform connects to the broader AI world.

Mar 2026Anthropic

Apple Siri Opens to 3rd-Party AI

Signal

iOS 27 will allow third-party AI models to power Siri. Claude, Gemini, GPT could all run natively as your phone assistant.

So what: The walled garden is opening. AI-powered services become accessible through the most intimate device people own.

Now what: Watch for developer APIs. Voice-first AI experiences on iPhone could be a major channel.

Mar 2026Apple

Viral on X

Week of Mar 27–Apr 7

Karpathy: "AI Scientist" Is Real Now

Viral

Andrej Karpathy released Autoresearch — a 630-line open-source script that automates the scientific method with AI agents. In one overnight run: 126 experiments. Left running for 2 days: 700 autonomous changes, 11% efficiency improvement found automatically.

So what: AI can now iterate on its own work without human involvement. This isn't content generation — it's autonomous optimization. The same pattern applies to ad creative testing, landing page optimization, anything with measurable outcomes.

Now what: Apply the autoresearch pattern to our ad creative pipeline. Set up autonomous A/B testing loops where the AI generates variants, measures results, and iterates overnight.

Mar 9@kaboratTop 5 viral

Karpathy: "Second Brain" Over Code Gen

Viral

Karpathy shared he's spending less time using AI to write code and more time using it to build knowledge bases. His system: dump raw research into a folder, LLM builds an interlinked wiki. His research wiki grew to 100 articles and 400K words on a single topic.

So what: The highest-leverage use of AI isn't generating output — it's organizing knowledge. This is exactly what brand brains do for our clients.

Now what: This validates our brand brain approach. Package this as a sellable "AI Knowledge Base" service for clients.

Apr 3@karpathyMega-viral

Karpathy: "Never Felt This Behind as a Programmer"

Viral

"The profession is being dramatically refactored... I have a sense that I could be 10X more powerful if I just properly string together what has become available over the last ~year." Former Tesla AI director saying he can't keep up.

So what: If Karpathy feels behind, everyone does. The gap between "using AI" and "orchestrating AI" is the new competitive moat.

Now what: Position Wild Ventures as the orchestration layer. We don't just use AI tools — we string them together into systems.

Mar 2026@karpathyTop 30 viral

ChatGPT Nostalgia Goes Mega-Viral

102K likes

@Light_2610 posted "I was one of the last people ever to experience this euphoria" about early ChatGPT. 102,114 likes, the #1 AI tweet of the week. AI nostalgia is now a genre.

So what: The AI hype cycle has been running long enough that people are nostalgic for 2023. Emotional content about AI consistently outperforms technical content.

Now what: Content opportunity: "before/after" stories of AI transformation hit harder than feature lists. Use this angle for client content.

Mar 27–Apr 3@Light_2610102K likes

MIT: ChatGPT Causes "Delusional Spiraling"

36K likes

MIT research showing users believe false things after ChatGPT conversations went massively viral (36,113 likes). Growing AI skepticism trend on X.

So what: AI trust is becoming a mainstream concern. Content that acknowledges AI limitations gets massive engagement. "AI is amazing BUT..." is the new viral template.

Now what: Build trust-focused messaging into client AI services. "We verify, not just generate" as a differentiator.

Mar 27–Apr 3MIT Research36K likes

Claude Code Leak & OpenCode Fork

Trending

Claude Code source leaked, spawning the OpenCode fork. 8,100 repos DMCA'd by Anthropic. Major X discourse about open-source vs. proprietary AI tooling.

So what: Shows massive demand for open-source AI coding tools. The developer community wants to own their tools.

Now what: Background awareness. We benefit from Claude Code regardless — the leak actually shows how good the tool is.

Mar 27–Apr 3AnthropicTrending topic

Paul Graham: "AI Is Not a Reason to Stop Learning to Code"

Discourse

"People who don't want to learn programming can always find a reason why not. This time it's AI..." — 6,361 likes, 1.07M impressions. Sparked massive debate.

So what: The "should I learn to code" debate is evergreen engagement bait. Takes on AI replacing jobs always go viral.

Now what: Content angle for Wild Ventures: "You don't need to code. You need to orchestrate." Counter-narrative to PG that positions our services.

Recent@paulg6.4K likes · 1.07M views

Money Moves

Who's making money & how

AI Agents for Local Businesses

$500-$1.5K/agent

Building custom AI agents (chatbots, appointment schedulers, lead qualifiers) for dentists, plumbers, realtors, restaurants. ~4 hours build time per agent. Recurring revenue via maintenance/hosting.

So what: Lowest barrier to entry, fastest cash. Local businesses are desperate for automation but don't know how to implement it.

Now what: Package as a Wild Ventures service tier. Build one template agent, customize per client. This is the $5K-$10K/mo service for the taking.

Autonomous SDR Agents

$2-5K/mo per seat

AI that handles outbound sales: prospecting, outreach, lead qualification, appointment setting, follow-up nurturing across email, LinkedIn, and phone. 70-80% cost savings vs. human SDRs.

So what: Replaces a $4K-$6K/mo human role at $2-5K with no sick days, no ramp time, 24/7 operation.

Now what: Build an SDR agent for Wild Ventures first (dogfood it), then sell to clients. High-ticket recurring revenue.

Voice AI Call Center Replacement

$0.10-$0.50/call

AI voice agents handling inbound support, outbound sales, appointment scheduling. Natural conversation with human escalation. Healthcare, e-commerce, real estate are top verticals.

So what: $0.10-$0.50 per conversation vs. $5-$15 for a human agent. 60-80% cost reduction. Scale is unlimited.

Now what: Explore Vapi, Retell, or Bland.ai for voice agent infrastructure. Could be a high-margin add-on for client packages.

AI Content Strategy + Distribution

$500-$2K/mo

Automated content strategist that creates, schedules, optimizes content across channels with A/B testing and SEO. Marketing agencies and e-commerce brands are the buyers.

So what: This is exactly what Wild Ventures already does, just packaged as a subscription product instead of project work.

Now what: Productize our existing content workflows into a $500-$2K/mo subscription tier. We already have the infrastructure.

X Lead Generation

$5-20K/mo in leads

Freelancers and agencies with 2,000-5,000 highly targeted X followers regularly landing $5K-$10K clients. Post 3x/day. Main methods: ad revenue sharing, affiliate marketing, direct lead gen.

So what: X is still the highest-ROI platform for B2B lead generation. Small, targeted audiences convert better than large ones.

Now what: Build Wild Ventures X presence. 3 posts/day focused on AI marketing insights. Target agency founders and DTC brand owners.

AI Legal Assistant SaaS

$99-$499/mo

AI that monitors legal deadlines, drafts documents, generates compliance reminders, flags contract risks. $300B legal industry, 90% of small biz need legal help, only 20% can afford it.

So what: Massive underserved market. The "Turbotax for legal" opportunity is real and AI makes it feasible now.

Now what: Not our lane directly, but a model to study. The pattern of "expensive professional service → AI subscription" applies to marketing too.

AI Agent Market Explosion

$183B by 2033

AI agents market: $7.63B in 2025 → projected $182.97B by 2033 (49.6% CAGR). The shift is from "AI that generates" to "AI that executes." Most failures are thin wrappers with no moat.

So what: Building agents is the opportunity, but differentiation is critical. Proprietary data, workflows, and client relationships are the moat — not the AI model.

Now what: Our brand brains + client data ARE the moat. Every agent we build for a client gets smarter with their specific data. That's defensible.

Speed to Money

Prioritized by time-to-revenue

This Week — Ship & Sell Immediately

AI chatbot agent for Peptide Potion — customer support + product quiz. Use their brand brain. Bill as add-on to existing engagement.
Productize brand brain as "AI Knowledge Base" — Karpathy just validated this publicly. Package what we already built, sell for $1,500-$3K setup + $500/mo.
AI content subscription tier — $500-$2K/mo. Auto-generate social, email, blog from brand brain. We have the pipeline, just need pricing page.
Start posting on X 3x/day — AI marketing insights. Zero cost, compounds over time. Use this intel brief as content fuel.

This Month — Build & Launch

Voice AI agent add-on — Integrate Vapi or Retell for client phone/chat support. Charge $1K setup + $200-500/mo. Works for any client vertical.
Autonomous SDR agent — Build for Wild Ventures outbound first. LinkedIn + email outreach to DTC brands. Then sell to clients.
AI lead qualifier for client websites — Chatbot that captures, scores, and routes leads. $1K-$5K/mo per client. High-ticket service.
Autoresearch-style ad testing loop — Apply Karpathy's pattern to ad creative. Generate variants, measure, iterate overnight. Sell as "AI Creative Optimization."

This Quarter — Strategic Bets

MCP-compatible tool marketplace — Build marketing MCP tools other AI users can plug into. Aligns with Phase 3 platform vision.
Self-hosted Llama 4 for client data — Zero API cost, full data privacy. Premium tier for enterprise clients who can't send data to third parties.
AI marketing course from transcription library — 114 transcripts from 10 creators. Package as AI-curated curriculum. Sell for $297-$997.
Wild Ventures X thought leadership — Target 5K followers by Q3. At that level, X becomes a reliable $5K-$10K/mo lead channel.

X Accounts to Watch

AI signal, not noise

@karpathy

Ex-Tesla AI. Autoresearch, second brain. 5 viral tweets in one week.

@AnthropicAI

MCP ecosystem, Claude updates. We build on this stack.

@GoogleAI

Gemini, Gemma, TurboQuant. Shipping the fastest right now.

@OpenAI

GPT-5.5 incoming. Sora death = strategy shift to watch.

@ainunnajib

Posts weekly viral AI tweet roundups with real metrics.

@paulg

Startup + AI discourse. Reliably sparks debates that go mega-viral.

@xaborat

Grok/xAI updates, multi-agent architecture moves.

@deepseek_ai

Cheapest frontier models. V4 incoming Q2. Cost disruption.

@AIatMeta

Llama 4, open-source frontier. 10M context window is wild.

@pacaborat

AI x business commentary. Posts go viral regularly.

TikTok Intel

10 items

TikTok TL;DR

Faceless AI avatar channels are the #1 money trend — $10K+/yr baseline, top performers $80K+/mo. HeyGen $24/mo.
Kling 3.0's dancing photo filter is going mega-viral. Animates any still image. We already have the Kling integration built.
AI "slop" backlash is real — TikTok demonetizing unoriginal AI content. Brand brain approach = competitive edge.
TikTok Shop + AI avatars = unlimited product content without filming. Direct Peptide Potion opportunity.
Full AI content stack costs ~$90/mo — Kling + Pika + HeyGen + Descript + OpusClip + ElevenLabs.

Faceless AI Avatar Channels

$80K+/mo top

Build TikTok accounts using AI-generated avatars — never show your face. HeyGen ($24/mo), Synthesia, ElevenLabs. Creator Rewards + affiliate links (30-50% commission). Need 10K followers + 100K views/30 days + videos >1 min for monetization.

So what: Lowest barrier to entry for TikTok revenue. Educational content (38% of top earners) and ASMR/satisfying (27%) are the winning niches. Faceless accounts earn $0.02-$0.04/view — 19% higher than average.

Now what: Offer to Peptide Potion as a content engine. HeyGen avatar + brand brain voice = unlimited product content. Also viable as a standalone Wild Ventures content play.

Hot nowHeyGen $24/mo

AI Video Clip Generation

Viral

Kling 3.0 ($6.99/mo) — physics-aware video, viral dancing photo filter. Pika ($8/mo) — creative effects. Veo 3.1 — 2-min photorealistic clips. HeyGen ($24/mo) — avatars + 175-language dubbing. Luma Ray 3.14 — vertical-first for TikTok/Reels.

So what: Kling's dancing photo animation is the viral format right now. Animates any still image into a dancing video in seconds. Massive engagement driver.

Now what: We already have the Kling integration built. Activate it for client content immediately. Use for Peptide Potion product shots turned into viral clips.

Kling $6.99/moPika $8/mo

Content Repurposing Pipeline

$500-2K/mo service

Turn one piece of content into 10+ TikToks automatically. OpusClip (free-$19) chops long-form into viral shorts with captions. Descript ($24/mo) for AI editing. Lately converts blogs/podcasts into social posts.

So what: Sellable as a managed service to creators and brands. One input → multi-platform output is exactly what clients pay for.

Now what: Add to Wild Ventures service packages. Charge $500-$2K/mo per client for content repurposing. We have the video pipeline already.

OpusClip free-$19Descript $24/mo

AI Voiceover Freelancing

$50-200/project

Use ElevenLabs, Murf, PlayHT to produce professional voiceovers. Clients: YouTubers, podcasters, startups needing ad spots, intros, explainers. Very low barrier — no experience needed.

So what: Quick cash side hustle or add-on service for clients. Consistent demand from content creators.

Now what: Bundle into client content packages rather than selling standalone. Higher margin when paired with video production.

ElevenLabs $5-22/mo

AI Automation Agency Model

60-80% margins

Custom AI agents: $40K-$80K build + $1.5-3K/mo maintenance (60-70% margin). AI social media management: $3.5K/mo per client (65-75% margin). Backend automation: $1-5K setup + $500/mo (80%+ margin). Case study: Austin agency, 12 clients, $42K MRR, 2 employees.

So what: This IS Wild Ventures. The platform is already built. The margins are real and proven by others doing it at scale.

Now what: Use the Austin case study as a benchmark. 12 clients at $3.5K avg = $42K MRR. That's the target.

$42K MRR case study

TikTok Growth Tools

Tools

AI Toker — scans 10K+ viral videos daily for winning hooks/sounds. ReelFarm — AI TikTok automation. Euka AI — TikTok affiliate revenue engine. NoimosAI — AI agent for account growth. AdMaker AI — video ad creation.

So what: Package as "TikTok Growth Engine" — trend identification + AI content creation + posting automation.

Now what: Test AI Toker for trend identification. Build a $2-5K/mo managed TikTok growth service for DTC clients.

Service: $2-5K/mo

TikTok Shop + AI Content

Commerce

TikTok pushing commerce hard. AI makes product content trivial. HeyGen avatars + brand voice = unlimited product demos/reviews without filming. Direct commerce integration.

So what: Peptide Potion is the perfect candidate. AI avatar product demos at scale, driving TikTok Shop sales. Zero filming required.

Now what: Set up Peptide Potion TikTok Shop. Use Shopify tools already built + HeyGen avatars for product content. Pitch to founder.

Peptide Potion ready

AI "Slop" Backlash & Authenticity Premium

Strategic

TikTok actively demonetizing reposted/unoriginal AI content. Rewarding content that feels human, specific, intentional. AI as "creative partner that amplifies personality" — not replacement.

So what: The winners aren't mass-producing with AI — they're using AI to produce better human-feeling content faster. Brand brain approach = real edge here.

Now what: Position all AI content services around "AI-assisted, human-directed." Brand brain ensures on-brand, authentic output. This is the differentiator.

Watch signal

AI Prompt Engineering as Content

Niche

Teaching AI tools on TikTok is a monetizable niche. Tutorials, tool walkthroughs, "watch me build X with AI" getting strong engagement. Meta-content about AI tools performs well.

So what: We have 114 transcripts and deep AI workflow knowledge. This is content waiting to be made.

Now what: Start a Wild Ventures TikTok showing AI marketing builds. "Watch me build a brand in 10 minutes with AI" style content.

Content play

TikTok's Native AI Tools

Platform

Smart+ — AI-powered ad optimization. Symphony Assistant — AI content creation built into TikTok. New algorithm update with updated features (trending topic).

So what: TikTok lowering the barrier for brands to create content in-platform. Less need for external tools for basic content.

Now what: Test Smart+ for client ad campaigns. Monitor Symphony for capabilities — may replace some external tools for simple content.

Platform-native

TikTok AI Tool Stack — ~$90/mo total

Kling 3.0 — $6.99

Pika — $8

HeyGen Creator — $24

Descript — $24

OpusClip — Free-$19

ElevenLabs — $5-22

Wild Ventures Quick Wins from TikTok

Faceless avatars — HeyGen + brand brain = instant client content. Offer to Peptide Potion.

Kling viral effects — Integration already built. Activate for client content.

Content repurposing — OpusClip/Descript + existing pipeline. Add to service packages.

TikTok Shop + AI — Shopify tools built. Peptide Potion TikTok Shop ready.

Authenticity premium — Brand brain ensures on-brand, human-feeling content. Strategic edge.

Prompt eng content — 114 transcripts = course material. Teach what you know on TikTok.