May 2026
In a TED talk, psychologist Jenny Taitz argues that stress becomes damaging less through the initial trigger than through the thoughts, bodily reactions and reflexive actions that follow it. She makes the case for “stress resets”: small, practiced interventions that interrupt rumination, physical tension and counterproductive urges before one stressful moment spreads into the next. The aim, she says, is not to eliminate hardship but to recover enough agency to choose the next useful action.
Mark Manson, the writer and author, argues that people stay lost less because they lack information than because they use certainty, convenience, optimization and advice-seeking to avoid contact with reality. In a wide-ranging conversation with Chris Williamson, Manson’s case is that growth usually comes through friction: tolerating uncertainty, choosing the costs attached to the life you want, accepting a partner’s ordinary Tuesday as well as their best moments, and acting before more insight becomes another form of procrastination.
Marc Andreessen argues to Erik Torenberg that AI is more likely to expand work than eliminate it, turning coders, product managers and designers into more generalist “builders” whose productivity and bargaining power rise with the tools. He treats the current wave of AI anxiety as driven partly by stale experience with older models, hostile media narratives and institutions with incentives to preserve fear. His “golden age” thesis is conditional: the upside arrives where companies, workers and governments allow AI-driven capability to become more output, new roles and new firms.
Endava executives Joe Dunleavy and Mike Krolnik argue that Codex is changing software delivery less by speeding up individual coding than by shifting teams toward supervising generated work across the lifecycle. Dunleavy says small teams can deliver more value in compressed time as their role moves from producing code to overseeing Codex’s output. Krolnik says the tool also helps senior architects turn intent into usable artifacts and enables junior staff to produce more mature work, extending Codex’s role into planning, documentation, diagrams, and client-facing explanation.
Elad Gil describes a longevity regimen built less around biohacking novelty than around sleep, exercise, diet, and a narrow supplement base. In a conversation with Tim Ferriss, Gil argues for waiting on more powerful interventions until the evidence and drugs improve, while Ferriss applies a similar caution under the heuristic of “no biological free lunch.” The discussion treats rapamycin, ketones, ibogaine, anesthesia, neurosensory aging, and bioelectric medicine as watchlist items rather than settled parts of a personal stack.
Prince Canuma presents MLX, Apple’s array framework for Apple Silicon, as a practical foundation for running AI agents locally rather than through cloud services. His case is rooted in accessibility and unreliable connectivity, but extends to product constraints for voice agents, robots and multimodal apps: vision, speech, video generation and long-context inference can increasingly run on Macs, iPhones and iPads without a network call. Canuma does not argue that local models replace every frontier cloud system, but that the boundary has moved far enough to make on-device AI a serious deployment option.
In a Rooted + Rising reflection, Carmen Anarella argues that rural education in South Routt County, Colorado, cannot be understood by the label rural alone. Drawing on Yampa and the Soroco school district, which spans 500 square miles, she describes a school system whose strength comes from long relationships between students, families, teachers, neighbors and alumni. For Anarella, the defining feature is not remoteness but the way the community keeps showing up for young people — in classrooms, at milestones and during emergencies.
Komari Crisp presents Tulsa’s Black history, especially Greenwood and Black Wall Street, as a source of identity and power for young people. But she says her school experience often made students feel like numbers, valued most visibly when standardized test scores were at stake rather than consistently supported as people. Crisp points to Tulsa Changemakers and her own Youth Action Coalition as a different model: sustained support that trusts young people to speak, lead, and take part in decisions affecting them.
In a Rooted + Rising reflection on rural education in London, Kentucky, Trey Jackson argues that local schools are sustained by unusually dense networks of care but constrained by a lack of outside investment. Jackson describes teachers, coaches, neighbors, and nonprofits as central to students’ lives, while warning that underpaid staff, staffing shortages, and unmet basic needs cannot be solved by community commitment alone. For him, the problem is not that rural communities lack will; it is that their schools are being asked to make care do the work of resources.
In a Rooted + Rising welcome video, Tulsa youth journalist Kamari Crisp frames her work around the transition from high school to college, a gap she says led her to start the Youth Action Coalition. Crisp argues that youth and education in Tulsa cannot be separated from race, culture, inequity and local history, including her own experience at Booker T. Washington High School. She says her reporting will also look for positive stories in the city, holding injustice and local possibility in the same frame.
Trey Jackson’s Rooted + Rising welcome video introduces him as an Eastern Kentucky youth journalist whose authority comes from having lived and studied in the rural education system he plans to document. Jackson argues that national conversations often overlook his region, and says his work will focus on local institutions he knows directly, including his public high school in London, Kentucky, and the University of the Cumberlands, where he sees people trying to address challenges and build reasons for students and talent to stay.
In an EconTalk conversation with Russ Roberts, author David Epstein argues that creativity and productive work often depend less on open-ended freedom than on well-chosen constraints. Drawing on cases from Mendeleev’s periodic table to Isabel Allende’s writing rituals and the failure of General Magic, Epstein says boundaries can clarify priorities, block habitual shortcuts, and force the kind of search that abundance often prevents.
Sam Parr and Shaan Puri use a discussion of genetics, investing and startup ideas to argue that outcomes often depend less on information than on fit between temperament and the game being played. Parr reads a Swedish twin study on investing behavior as evidence that biases are partly hard-wired and says the practical answer is to design systems around one’s weaknesses; Puri is more skeptical of genetic fatalism, preferring beliefs that preserve agency. Their exchange returns to Parr’s decision to put most of his post-exit money in the S&P 500 despite Howard Marks’s warning, which Parr defends as a long-horizon plan matched to his own disposition.
Today’s sources frame applied AI less as a one-shot integration and more as a discipline of owning workflows, preserving state, managing context, and tracing behavior. From Long Lake’s take-private thesis for Amex GBT to Trigger.dev, Arize, and Granola’s production lessons, the emphasis is on the systems and feedback loops around the model.
Long Lake Management co-founder and CEO Alexander Taubman argues that AI can change the economics of services businesses when the buyer owns the workflow, not just the software layer. In a conversation with Elad Gil about Long Lake’s announced $6.3bn take-private of American Express Global Business Travel, Taubman presents the firm’s model as acquiring trusted services companies, embedding its Nexus AI platform into day-to-day operations, and using productivity gains to drive growth, customer service and employee retention rather than short-term cost cuts.
Bloomberg reports that the US military’s revived jungle training in Panama is both a readiness exercise and a signal of Washington’s harder posture in Latin America under Donald Trump. David Alire Garcia frames the return to Fort Sherman after a 25-year hiatus against the capture of Nicolás Maduro, the administration’s “Trump Corollary” language, and a broader regional buildup that has unsettled Panamanian officials and sovereignty advocates. The piece argues that the training is not evidence of an imminent operation, but it shows the US preparing for jungle warfare while redefining security cooperation in a region with a long memory of American intervention.
Pulitzer-winning historian Anne Applebaum argues that the United States is entering the kind of democratic danger she once studied in Soviet and post-Soviet systems: not a sudden coup, but institutional capture by elected leaders who keep democratic rituals while changing the rules. In a conversation with Steven Bartlett, Applebaum says the warning signs are corruption, manipulated elections, loyalist personnel, information control and unaccountable coercive power — mechanisms that can turn a democracy into an unfair, one-party system before many citizens recognize the shift.
Spencer Pratt frames his Los Angeles mayoral run as a response to basic government failure, beginning with the Palisades fire that destroyed his home. He argues that Los Angeles stopped doing core public work — enforcing laws, preparing for fires, tracking public money and approving building — and says recovery depends first on public-safety enforcement, audits of institutions spending taxpayer funds and replacing bureaucratic discretion with accountable management.
Eric Allam of Trigger.dev argues that durable agents need more than the replay-based workflow model used for durable transactions. In his talk, he separates agent durability into two problems: the LLM context, which fits naturally as an append-only log, and the execution environment — files, memory, subprocesses and local state — which he says should be preserved through OS-level snapshot and restore. Allam uses Trigger.dev’s Firecracker work to make the case that long-running agents are becoming session-like workloads, not just replayable transactions.
Sally-Ann DeLucia argues that agent performance depends on context management as an operating discipline, not on larger prompts or simple compression. Drawing on Arize’s work building Alyx, an agent that analyzes trace data from AI systems including its own, she says naive truncation broke follow-up reasoning and LLM summarization gave the model too much control over what mattered. Arize’s more durable pattern was to preserve the head and tail of context, store the middle for retrieval, test long sessions explicitly, and move heavy workloads into sub-agents.
Mehedi Hassan, a product engineer at Granola, argues that the hard part of shipping AI features is not getting a model to work once in a demo, but making its behavior reliable and inspectable in production. Using Granola’s meeting-notes app as the case, he says web search, chat, and prompt personalization quickly expose costs, context limits, provider instability, and role-specific user expectations that a single prompt cannot absorb. Granola’s response, in his account, was to build feedback loops: internal tracing, broadly usable debugging tools, and faster ways to test product variants before shipping.
Chris Williamson’s Bali tour vlog presents the final leg of his Australia, New Zealand and Bali run as a full-circle career marker: a sold-out show at Atlas Super Club, a few hundred metres from where he says he sat alone a decade earlier wondering what to do with his life. The film argues less for the glamour of touring than for its contradictions — public intimacy, crude comedy, production stress, fatigue and friendship — as Williamson and his team try to turn a nightclub built for EDM into a venue for a spoken-word show.
Sensory scientist Qian Janice Wang argues that wine complexity is not a single property waiting in the glass, but a perception shaped by chemistry, time and the drinker’s expertise. In a TEDxNoVA talk, she describes studies in which blends were not perceived as more complex than single-variety wines, oak cues predicted higher complexity ratings, and experts experienced older Madeira as more complex and dynamically distinct in ways novices did not.
Cathy Lanier, the former Washington, D.C., police chief and current NFL chief security officer, uses her first days as a rookie officer during the 1991 Mount Pleasant riots to argue that policing fails when it substitutes force for understanding. In her account, the crisis grew from a language gap, mistrust, and a department unable to communicate with the community it was policing. The lesson she says shaped her career was operational rather than sentimental: officers have to know the people in front of them and solve the real problem, not merely impose control.