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44:52ENAnthropic’s Recursive Self-Improvement Report: Evidence, Limits and a Debate Over Slowing AIMatthew Berman · Forward FutureMatthew Berman examines Anthropic’s 2026 claims about AI-assisted development, research benchmarks and possible paths to autonomous self-improvement.
1:31:56ENWhen AI Builds Itself: Anthropic’s Recursive Improvement Essay and Its LimitsMatthew Berman · Forward FutureMatthew Berman examines Anthropic’s internal coding and research claims, questions its proposed slowdown, and considers what autonomous AI development could mean.
0:47ENCognition's AI Productivity Guarantee for DevinMatthew Berman · Forward FutureMatthew Berman discusses a 2026 enterprise offer that compares estimated engineering value with the cost of using Devin.
2:34:17ENMatthew Berman Tests Claude Opus 4.8 and Dynamic Workflows LiveMatthew Berman · Forward FutureA launch-day walkthrough compares Anthropic’s reported benchmarks with informal coding experiments and a multi-agent website redesign.
17:03ENDeepSWE: Testing Coding Agents on Longer Software TasksMatthew Berman · Forward FutureMatthew Berman reviews Datacurve’s benchmark, its verifier audit and the tradeoffs of comparing models under a shared harness.
31:22ENCursor Composer 2.5 and the Economics of Coding ModelsMatthew Berman, Sundar Pichai · Forward FutureMatthew Berman examines coding benchmarks, model costs and enterprise budgets, then considers Cursor’s partnership with SpaceX and Anthropic’s demand for compute.
0:56ENA Claimed Crypto Wallet Recovery Using Claude CodeMatthew Berman · Forward FutureMatthew Berman recounts a viral account of recovering access to an old Bitcoin wallet with an AI coding tool.
0:51ENWhy Berman Prefers Cloud Agents to Keeping a Laptop OpenMatthew Berman · Forward FutureA short video contrasts locally running agents with remote environments that can continue after a laptop is closed.
29:57ENAnthropic’s SpaceX Compute Deal and Claude’s Higher LimitsMatthew Berman, Thomas Kurian · Forward FutureMatthew Berman examines the May 2026 partnership, its announced capacity and usage changes, and questions about SpaceX’s separate Cursor deal.
1:23ENMatthew Berman Demonstrates Codex Creating a Population SpreadsheetMatthew Berman · Forward FutureA short demonstration shows an AI agent using a web search and a spreadsheet skill to produce a chart.
47:32ENClaude Code Subscription Changes and the AI Compute CompetitionMatthew Berman, Dario Amodei · Forward FutureMatthew Berman examines a pricing-page test, third-party agent restrictions and competing claims about compute capacity and customer access.
0:28ENA Brief Claude Code Pricing-Page Change Drew CriticismMatthew Berman · Forward FutureMatthew Berman reacts to a 2026 pricing-page change that appeared to remove Claude Code from Pro. The listing was later restored.
1:41:11ENAnthropic’s Usage Limits, Compute Constraints and Competition: A Livestream DiscussionMatthew Berman, Dario Amodei · Forward FutureMatthew Berman examines Claude Code pricing tests, third-party agent rules and capacity pressures, contrasting Anthropic’s approach with OpenAI and other competitors.
2:27:51ENTesting Claude Opus 4.7 and Building for an Agent-First InternetMatthew Berman · Forward FutureMatthew Berman tests Claude Design, examines early Opus 4.7 reactions and debugs an experimental agent chat live.
15:00ENClaude Code Source Exposure and Lessons About Agent HarnessesMatthew Berman · Forward FutureMatthew Berman discusses the 2026 source-map incident and commentary on instructions, subagents, permissions, compaction and hooks.
27:15ENMeta-Harness: Searching for Better AI Agent InfrastructureMatthew Berman · Forward FutureMatthew Berman reviews a paper on using a coding agent to iteratively improve model harnesses and discusses its experimental limits.
0:59ENMatthew Berman's Quick Guide to AI Models and ToolsMatthew Berman · Forward FutureA March 2026 overview groups chat assistants, open-weight models, image and video generators, world models, coding agents and audio tools.
20:35ENA Beginner’s Guide to AI Assistants, Media Models and Coding AgentsMatthew Berman · Forward FutureMatthew Berman surveys hosted assistants, downloadable models, image and video tools, world models, coding agents and audio generation in a March 2026 overview.
1:38:03ENAI Agents, Engineering Jobs and the Future of Software: Augment, NEAR and ModularMatthew Berman, Nick Wentz, Vinay Perneti, Illia Polosukhin, Chris Lattner · Forward FutureMatthew Berman and Nick Wentz discuss coding agents, personal AI and hardware infrastructure with Vinay Perneti, Illia Polosukhin and Chris Lattner.
0:18ENA Quick Test of a Generated Python Tetris GameMatthew Berman · Forward FutureMatthew Berman asks for a Python Tetris game and briefly checks whether pieces appear and a line can be completed.
0:44ENMatthew Berman on a DJI Robot Vacuum Security FlawMatthew Berman · Forward FutureA custom controller for a DJI Romo exposed a broader authorization problem involving thousands of devices and sensitive household data.
6:22ENGemini 3.1 Pro: Benchmarks, Animated SVGs, and CAD DemosMatthew Berman · Forward FutureMatthew Berman reviews Google’s February 2026 model release, comparing reported benchmark results and examining examples of generated animations, an urban-planning app, and CAD code.
0:52ENGPT-5.3-Codex-Spark Brings Faster Coding InferenceMatthew Berman · Forward FutureMatthew Berman highlights OpenAI's smaller coding model and its use of Cerebras hardware for low-latency responses.
1:43:03ENAI Agents, Coding Work, and Autonomous Aircraft: Forward Future LiveMatthew Berman, Nick Wentz, Jayden Clark, Zach Lloyd, Armor Harris · Forward FutureMatthew Berman and Nick Wentz discuss rapid AI adoption with Jayden Clark, Warp CEO Zach Lloyd, and Shield AI's Armor Harris.
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