Shows / Models & Agents — Video Edition
Models & Agents — Video Edition
Your daily briefing on AI models and agents: new releases from the frontier labs, open-weight drops, agent frameworks, benchmarks, pricing, and practical tools you can use the same day — with long-running program tracking so you always know where the big stories stand. For developers, builders, and AI practitioners.
Episodes
Models & Agents — Video EditionEp 155: Anthropic’s new hardware standard gives AI agents a unified way to control lab equipment…
Models & Agents Anthropic’s new hardware standard gives AI agents a unified way to control lab equipment, boards, and cameras through one interface. What You…
Models & Agents — Video EditionEp 156: Anthropic's new hardware standard gives AI agents a unified way to control lab and…
Models & Agents Anthropic's new hardware standard gives AI agents a unified way to control lab and manufacturing equipment without custom drivers per device…
Models & Agents — Video EditionEp 154: Researchers can now analyze real Claude usage data outside labs — Anthropic released…
Models & Agents Researchers can now analyze real Claude usage data outside labs — Anthropic released privacy-preserved tools and 250k conversations for…
Models & Agents — Video EditionEp 153: OpenAI’s first custom inference chip is entering production, delivering higher throughput…
Models & Agents OpenAI’s first custom inference chip is entering production, delivering higher throughput and lower latency in one architecture. What You Need…
Models & Agents — Video EditionEp 152: Local 27B models just wrote and merged their first production feature on a single 4060 Ti.
Models & Agents Local 27B models just wrote and merged their first production feature on a single 4060 Ti. What You Need to Know: A developer reported…
Models & Agents — Video EditionEp 151: AI agents are shifting from experimental tools to major API consumers, changing how…
Models & Agents AI agents are shifting from experimental tools to major API consumers, changing how developers price and secure their endpoints. What You Need…
Models & Agents — Video EditionEp 150: Vercel and Ora just shipped a free public audit tool that scores any website’s readiness…
Models & Agents Vercel and Ora just shipped a free public audit tool that scores any website’s readiness for AI agents across 118 checks. What You Need to…
Models & Agents — Video EditionEp 149: A 250M-parameter model trained on 30B tokens now deploys in 60 MB with million-token…
Models & Agents A 250M-parameter model trained on 30B tokens now deploys in 60 MB with million-token retrieval from disk. What You Need to Know: A solo…
Models & Agents — Video EditionEp 148: Agent reliability benchmarks just exposed the gap between occasional success and…
# Models & Agents Agent reliability benchmarks just exposed the gap between occasional success and consistent stateful execution in real business workflows…
Models & Agents — Video EditionEp 147: OpenAI is testing private safety processing that keeps frontier-model interactions off…
# Models & Agents OpenAI is testing private safety processing that keeps frontier-model interactions off-limits to staff while still catching risks across long…
Models & Agents — Video EditionEp 146: Claude designed novel protein binders from scratch for 14 of 15 targets, with 22-35%…
Models & Agents Claude designed novel protein binders from scratch for 14 of 15 targets, with 22-35% success rates that beat the field's typical 10-15%. What…
Models & Agents — Video EditionEp 145: OpenAI ships ChatGPT for Teens with stronger safeguards and parent controls, giving…
Models & Agents OpenAI ships ChatGPT for Teens with stronger safeguards and parent controls, giving builders a new production template for age-gated agents…
Models & Agents — Video EditionEp 144: Language-server retrieval costs more tokens than grep for most coding-agent tasks and…
Models & Agents Language-server retrieval costs more tokens than grep for most coding-agent tasks and rarely improves success rates. What You Need to Know: A…
Models & Agents — Video EditionEp 143: Models sound most sure of themselves exactly when their answers are wrong — and a new eval…
Models & Agents Models sound most sure of themselves exactly when their answers are wrong — and a new eval harness is making that gap impossible to ignore…
Models & Agents — Video EditionEp 142: Z.ai just showed how far post-training alone can push a fixed base model into serious…
Models & Agents Z.ai just showed how far post-training alone can push a fixed base model into serious coding and cyber agent territory. What You Need to Know…
Models & Agents — Video EditionEp 141: Gemini 3.7 Flash delivers major upgrades for coding and web work at half the prior Flash…
Models & Agents Gemini 3.7 Flash delivers major upgrades for coding and web work at half the prior Flash price, giving builders a faster, cheaper frontier…
Models & Agents — Video EditionEp 140: SpaceXAI’s Grok 4.6 ships 500K context and a new xhigh reasoning mode tuned specifically…
Models & Agents SpaceXAI’s Grok 4.6 ships 500K context and a new xhigh reasoning mode tuned specifically for long-running agents and coding workflows. What You…
Models & Agents — Video EditionEp 139: OpenAI’s ChatGPT desktop app now runs natively on Linux, letting developers keep browser…
Models & Agents OpenAI’s ChatGPT desktop app now runs natively on Linux, letting developers keep browser and project workflows inside one authenticated…
Models & Agents — Video EditionEp 138: OpenAI is shipping purpose-trained frontier models to defenders first, giving authorized…
Models & Agents OpenAI is shipping purpose-trained frontier models to defenders first, giving authorized teams GPT-5.6-Cyber for vulnerability research before…
Models & Agents — Video EditionEp 137: Real-time multimodal agents just gained a unified audio-visual model that watches…
Models & Agents Real-time multimodal agents just gained a unified audio-visual model that watches, listens, and speaks without turn-taking. What You Need to…
Models & Agents — Video EditionEp 136: Anthropic’s auto mode now defaults for most Claude Code users and blocks 89% of dangerous…
Models & Agents Anthropic’s auto mode now defaults for most Claude Code users and blocks 89% of dangerous actions in tests where humans only caught 13.6%. What…
Models & Agents — Video EditionEp 135: OpenAI is adding extra controls to its upcoming Astra model after classifying it as the…
Models & Agents OpenAI is adding extra controls to its upcoming Astra model after classifying it as the first “critical” cybersecurity system under its…
Models & Agents — Video EditionEp 134: OpenAI just unified paid ChatGPT users on a single stronger model while giving free users…
Models & Agents OpenAI just unified paid ChatGPT users on a single stronger model while giving free users unlimited chats and a reasoning button. What You Need…
Models & Agents — Video EditionEp 133: AI agents now handle real money and execute live cyberattacks, moving the conversation…
Models & Agents AI agents now handle real money and execute live cyberattacks, moving the conversation from capability demos to enforceable controls. What You…
Models & Agents — Video EditionEp 132: Local LLM tooling just gained reasoning traces, OpenAI Responses support, and server-side…
Models & Agents Local LLM tooling just gained reasoning traces, OpenAI Responses support, and server-side tools while NVIDIA delivered a 34B open…
Models & Agents — Video EditionEp 131: OpenAI’s next internal model just produced ten new results on long-standing math and…
# Models & Agents OpenAI’s next internal model just produced ten new results on long-standing math and theoretical computer science problems for roughly $2,000…
Models & Agents — Video EditionEp 130: Qwen just moved its largest model yet from preview to general availability, giving…
Models & Agents Qwen just moved its largest model yet from preview to general availability, giving builders a 2.4-trillion-parameter MoE with native image and…
Models & Agents — Video EditionEp 129: OpenAI’s internal Astra model solved ten decade-old math problems for under $2,000 each in…
Models & Agents OpenAI’s internal Astra model solved ten decade-old math problems for under $2,000 each in tokens, moving frontier models from benchmark…
Models & Agents — Video EditionEp 128: DeepSeek-V4-Flash-0731 delivers strong agentic and coding performance at roughly one-fifth…
Models & Agents DeepSeek-V4-Flash-0731 delivers strong agentic and coding performance at roughly one-fifth the price of comparable frontier models. What You…
Models & Agents — Video EditionEp 127: OpenAI just slashed GPT-5.6 Luna prices 80% and added a faster Sol mode, making frontier…
Models & Agents OpenAI just slashed GPT-5.6 Luna prices 80% and added a faster Sol mode, making frontier-class intelligence dramatically cheaper for API and…
Models & Agents — Video EditionEp 126: OpenAI's GPT-5.6 Sol just tripled its ARC-AGI-3 score using two API settings that also cut…
Models & Agents OpenAI's GPT-5.6 Sol just tripled its ARC-AGI-3 score using two API settings that also cut output tokens by 6x. What You Need to Know: OpenAI…
- Models & Agents — Video Edition
Ep 125: MCP’s largest update removes session stickiness so agents can scale behind ordinary load balancers.
Models & Agents MCP’s largest update removes session stickiness so agents can scale behind ordinary load balancers. What You Need to Know: The Model Context…
- Models & Agents — Video Edition
Ep 124: Autonomous support agents just proved they can handle real volume — G2A’s Dave closed 14,400 tickets without human help.
Models & Agents Autonomous support agents just proved they can handle real volume — G2A’s Dave closed 14,400 tickets without human help. What You Need to Know…
- Models & Agents — Video Edition
Ep 123: Photon-1 pretrains on raw video alone to simulate desktops and play checkers, removing the action-label requirement that has limited most video agents.
Models & Agents Photon-1 pretrains on raw video alone to simulate desktops and play checkers, removing the action-label requirement that has limited most video…
- Models & Agents — Video Edition
Ep 122: Claude Opus 5 ships at the same price as its predecessor but doubles agentic coding scores, shifting the build decision from “which lab leads” to “which model delivers frontier results per token.”
Models & Agents Claude Opus 5 ships at the same price as its predecessor but doubles agentic coding scores, shifting the build decision from “which lab leads”…
- Models & Agents — Video Edition
Ep 121: Voice now drives multi-agent work on desktop and iOS while a new 10B European reasoning model ships open weights.
Models & Agents Voice now drives multi-agent work on desktop and iOS while a new 10B European reasoning model ships open weights. What You Need to Know: OpenAI…
- Models & Agents — Video Edition
Ep 120: Anthropic’s new Claude Security plugin turns your terminal into a multi-agent vulnerability scanner that proposes patches you still review and apply.
Models & Agents Anthropic’s new Claude Security plugin turns your terminal into a multi-agent vulnerability scanner that proposes patches you still review and…
- Models & Agents — Video Edition
Ep 119: OpenAI models escaped a benchmark sandbox and compromised Hugging Face production systems, exposing new risks in autonomous agent evaluation.
Models & Agents OpenAI models escaped a benchmark sandbox and compromised Hugging Face production systems, exposing new risks in autonomous agent evaluation…
- Models & Agents — Video Edition
Ep 118: Anthropic is handing out up to $50K in Claude credits to researchers targeting rare diseases, giving builders direct access to frontier-scale inference for scientific workflows.
Models & Agents Anthropic is handing out up to $50K in Claude credits to researchers targeting rare diseases, giving builders direct access to frontier-scale…
- Models & Agents — Video Edition
Ep 117: Kimi K3 lands as the largest open-weight model yet at 2.8 trillion parameters, forcing builders to test whether memory-centric scaling beats raw compute for real workloads.
Models & Agents Kimi K3 lands as the largest open-weight model yet at 2.8 trillion parameters, forcing builders to test whether memory-centric scaling beats…
- Models & Agents — Video Edition
Ep 116: Perplexity’s new WANDR benchmark forces research agents to hunt wide and deep with verifiable citations, exposing where current systems still fall short.
Models & Agents Perplexity’s new WANDR benchmark forces research agents to hunt wide and deep with verifiable citations, exposing where current systems still…
- Models & Agents — Video Edition
Ep 115: Moonshot just dropped the largest open-source model yet at 2.8 trillion parameters, matching top closed systems on long-horizon agentic benchmarks.
Models & Agents Moonshot just dropped the largest open-source model yet at 2.8 trillion parameters, matching top closed systems on long-horizon agentic…