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AI Engineer

Morgan Stanley's ALPHALAB: Multi-Agent Research Across Optimization Domains — Brendan Rappazzo

14 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Morgan Stanley's AlphaLab argues that autonomous quant research is becoming viable, but durable enterprise advantage will come less from the agent harness than from pr…

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Uncapped with Jack Altman

Tony Xu on AI Consumption, Atoms vs. Bits, and the 1% Better Mentality | Ep. 55

37 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Tony Xu argues that AI creates value only when it is tied to concrete customer outcomes and embedded across end-to-end operating workflows, especially in the messy, ed…

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AI Engineer

Forward Deployed Engineering 101 — Kevin Bai, Anthropic, ex Palantir & Rippling Founding FDE

14 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Forward Deployed Engineering is a scalable enterprise go-to-market model only when customer-facing engineers use a shared platform to deliver business outcomes for non…

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AI Engineer

How Forward Deployed Engineering is done at Kepler — Vinoo Ganesh

17 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Forward-deployed engineering should be run as an embedded product-discovery and product-leverage strategy—not as a customer-success or go-to-market staffing model. - W…

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AI Engineer

How Forward Deployed Engineering is done at Decagon — Sunny Rekhi

14 min read

## At-a-Glance - Verdict: Skim - Core thesis: Decagon treats forward-deployed engineering as a product-scaling function: configure agents for individual enterprises, but systematically turn recurring customer-specific wo…

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orenmeetsworld

How to train your brain like a marketing genius

27 min read

## At-a-Glance - Verdict: Skim - Core thesis: Strong marketing comes from systematically observing real behavior, forming and testing consumer-insight hypotheses, and building a proprietary library of visual, funnel, and…

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20VC with Harry Stebbings

Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy

54 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Matt Murphy argues that frontier models will retain substantial value despite open-source progress, while the next major AI opportunity shifts toward applications and …

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My First Million

Rory Sutherland: completely legal marketing hacks that always work

58 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Marketing advantage usually comes not from improving the product on the category's standard metrics, but from identifying and redesigning the overlooked psychological …

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AI Engineer

Building Closed-Loop Evals for a Multimodal Agent at Scale — Soumya Gupta & Jai Chopra, Uber

16 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Uber’s production multimodal image-enhancement agent is made safe and scalable through stage-specific evals, multiple redundant QA gates, comprehensive trace logging, …

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AI Engineer

Loop Engineering from First Principles — Kyle Mistele, HumanLayer

15 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Agent coding loops should be engineered as closed-loop control systems that make small, measurable, reviewable changes—not blind autonomous loops that generate massive…

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AI Engineer

DeepSWE: A Contamination-Resistant Coding Benchmark — James Shi, Datacurve

12 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: DeepSWE is designed as a more discriminating and contamination-resistant long-horizon coding benchmark than PR-mined alternatives by using original tasks, sparse repos…

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AI Engineer

Evals-Driven Development for a Mental Health AI Coach — Akele Reed & Dave Revere, SonderMind

14 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: For high-stakes conversational AI, safety should be implemented as a modular, clinician-calibrated guardrail system whose real-world failure traces become typed evalua…

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AI Engineer

The Messy Reality of Scale: Synthetic Data and Pre-Training — Marah Abdin & Robert McHardy, poolside

14 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Scaling a capable open-weight base model requires treating data diversity, synthetic-data generation, distributed-training correctness, numerical precision, and observ…

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AI Engineer

State of Data — Sean Cai, Independent / State of Data

14 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: The durable value in AI data is shifting from scalable but contrived expert-generated tasks to live, process-level enterprise workflows and the infrastructure that con…

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Lenny's Podcast

Why AI is going vertical (again) | Dianne Penn (Anthropic)

69 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Anthropic's Diane Penn argues that frontier-AI product work is becoming an eval-driven, hands-on discovery discipline: teams must continuously uncover emergent model c…

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20VC with Harry Stebbings

Mercor Head of Product on Revenue Concentration from Frontier Labs

46 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Mercor's product leader argues that frontier-model progress expands rather than commoditizes the market for high-quality human data, especially for long-horizon agent …

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AI Engineer

Evaling Video Slop — Maor Bril, Character.ai

15 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: High-quality AI video requires evaluation systems that judge story-level and temporal quality inside the generation loop, using relative comparisons, calibrated human …

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AI Engineer

From Agent Traces to Agent Simulations — Rustem Feyzkhanov, Snorkel AI

13 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Production agent traces should continuously feed a private, production-like simulation benchmark that tests the full agent system reproducibly and serves as both a rel…

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AI Engineer

Why Large? Tiny LMs & Agents on Edge/Robotics — Cormac Brick, Google

16 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: For broad consumer-edge, IoT, and entry-level robotics deployment, task-specific tiny models fine-tuned on synthetic data are often a better production choice than gen…

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More or Less Podcast

Stripe Is Trying To Buy PayPal For $150b | OpenAI Cyber Incident, Frontier Model Economics, Peptides

51 min read

## At-a-Glance - Verdict: Skim - Core thesis: The panel argues that open-weight models will commoditize most frontier-model work, while the enduring value of closed frontier labs may shift toward high-end security, emerg…

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