PLTR

Thesis at 70 is respectable and I apply the PLTR-style thesis-anchor lens, but catalyst is only 55 and win-probability at 42 signals multiple compression risk dominates. At PE 138 with weak momentum and poor risk quality, the setup doesn't clear the convergence bar. Skip until valuation reset or clear earnings catalyst.

Bull thesis has decent sector tailwinds but win-probability is soft at 42 and momentum is deeply negative (14th percentile). Valuation at 149x PE caps forward upside. Fails convergence bar for new_buy (win_prob < 65). Not a compelling forward setup here.

Bull thesis on AI/defense is real but win-probability is only 42 and momentum is bottom-decile. The 149 PE caps upside and makes any disappointment brutal. Convergence bar for new_buy (thesis 60+ AND win_prob 65+) is not met — win_prob is well short. Interesting name, wrong entry.

Bull thesis on watchlist but the forward setup is unattractive: win-probability is sub-50 and momentum has rolled over from a bounce off lows. Valuation risk at 149 PE caps upside probability. Fails the convergence bar (win_prob<65). Skip.

Bull thesis is decent at 70 but win-probability is weak at 42 and the stock's own momentum is bottom-decile. Valuation cap and volatility make this a poor risk/reward here. Doesn't clear convergence bar for new buy.

Bull thesis is decent at 70th percentile but Win-Probability at 42 is the tell — extreme valuation caps forward upside and momentum has rolled over. Doesn't clear the convergence bar for a new buy. Constructive story, poor setup from here.

Bull thesis exists but win-probability is weak at 42 and risk quality is poor. Stock has bounced hard off lows but valuation math is punishing from here. Catalysts are supportive but indirect. Convergence bar for new_buy not met — thesis_pct 70 clears but win_prob 42 nowhere near 65. Skip.

Bull thesis at 70 percentile is decent but win-probability at 42 kills the convergence case — Win-Prob is our tiebreaker and it's saying this doesn't work from here. Valuation is extreme and risk quality is poor. Skip on watchlist.

Bull thesis with weakening technicals and extreme valuation. Win-probability only 55 doesn't clear the convergence bar for new buy. Sector catalyst supportive but stock is in correction with poor risk quality. Wait for stabilization.

Bull thesis on PLTR is intact narrative-wise but win-probability is only middling and the stock is 39% off highs with a 142x PE. Fails convergence bar for new_buy (win_prob<65). Risk quality poor. Better AI infrastructure names exist. Skip.

Bull thesis on PLTR looks tired here — win-probability only 55, momentum neutral, and the stock is 39% off highs with a PE that leaves zero margin for error. Convergence bar (thesis>=60 AND win_prob>=65) not met, so no new_buy. Government AI floor is real but not enough to chase from here.

Bull thesis on agentic AI adoption is intact but win-probability is only moderate and the stock has been in a correction with stretched PE. Doesn't meet the convergence bar for a new buy (need win_prob >= 65). Watchlist skip until momentum or fundamentals firm.

Bull thesis on PLTR has support from agentic AI ecosystem tailwinds, but win-probability is only middling at 55 and the stock has been in correction with weak 5d action. Fails the convergence bar for new_buy (need win_prob >= 65). Risk quality is poor and valuation is extreme. Constructive-lean but not actionable here.

Bull thesis intact and government AI catalyst supportive, but Win-Probability at 55 tells me the setup from here is coin-flip at best given the 39% drawdown and 142x PE. Doesn't clear the 60/65 convergence bar for new_buy. Skip until either valuation resets further or momentum inflects.

Bull thesis on watchlist but convergence bar not met — win-probability at 55 is well below the 65 threshold and risk_quality is poor at 35. PE 142 with momentum still deteriorating means we're catching a falling knife on an extended valuation. Skip until win-prob strengthens or valuation resets further.

Bull thesis on watchlist but win-probability is weak at 32 and the stock's own momentum sits at the 18th percentile — the tape is fading the story. Catalyst flow is supportive but doesn't override a broken setup at 145x PE with DOGE overhang. No convergence, hard skip.

Bull thesis with strong catalyst confirmation but win-probability collapses to 32 on valuation extremes and downtrend. Momentum at 22 confirms the tape is broken. Convergence rule fails hard — thesis_pct 70 but win_prob 32 nowhere near 65 bar. Catalyst supportive doesn't rescue a $145 PE name in correction. Skip.

Bull thesis but Win-Probability specialist sees continued underperformance vs target. Momentum has rolled over from $207 highs to $129, and a 145 PE leaves no room for error. Thesis percentile is decent but the forward setup is broken — no convergence for a new buy. This is exactly the CRWD-style trap: strong narrative, extended valuation, no catalyst confirmation. Skip.

Bull thesis with a Win-Prob of 32 is a broken convergence. Stock is mid-range in a downtrend at a 145 PE with DOGE cuts threatening the core revenue story. Catalyst tailwinds don't override the fact that this isn't going to work from here. Skip.

Bull thesis on watchlist but win-probability is only 32 and momentum has broken down from highs. Convergence bar not met (win_prob well below 65). Valuation extreme with PE 145 and DOGE-related government revenue risk. No basis for a new buy here; better AI infrastructure names exist. Score the stock, not the narrative.

Bull thesis but Win-Probability specialist is deeply negative — PE 145, stock in a broader downtrend, government spending uncertainty. Thesis_pct of 70 reflects narrative appeal but win probability of 32 is the tiebreaker and it's screaming caution. Catalyst tailwind can't override a broken risk/reward. Skip.

Bull thesis but the Win-Probability specialist is explicitly negative — a $129 stock at 145x PE in a downtrend is the exact CRWD-style setup our learnings flagged. Catalyst backdrop is supportive of the agentic AI narrative, but that doesn't rescue a broken technical and valuation picture. Doesn't clear the convergence bar (win_prob well below 65). Skip.

Bull thesis narrative is intact but win-probability is only 42 and risk quality is poor. Extreme valuation at 127x PE is undergoing active multiple compression and the stock is closer to 52wk lows than highs after a 45% drawdown. Fails the 60/65 convergence bar for new_buy by a wide margin. Skip.

Classic 'great story, terrible setup' — thesis of 70 on agentic AI narrative but win-probability of 42, PE of 127, and stock down 45% from highs with multiple compression ongoing. The +5% bounce is off oversold lows, not a base breakout. This is the Broadcom/IREN warning-sign profile from our learnings: elevated valuation plus weak risk quality. Hard skip.

Classic 'thesis exhaustion' concern in reverse: narrative intact but valuation still extreme even after a 45% drawdown, and win-probability is only 42. The Palantir-skip discipline was noted as a correct past call — same setup here. Skip.

Thesis pct ok but win-probability is only 42 and risk-quality is 35 — clear divergence between narrative and execution. PE 127 with multiple compression underway. Recent learnings explicitly flagged PLTR as a correctly-disciplined skip. Hard skip.

Classic loser setup: high thesis narrative but broken momentum, weak win-prob, and a still-extreme PE. Even after a 45% drawdown the valuation is unforgiving. No convergence, no buy. The bounce is not enough to take the other side.

Classic broken-momentum setup despite the bull narrative — exactly the MSFT failure mode the learnings flag. Trading 38% off highs with negative 5d momentum and stretched 144x PE. Thesis says AI platform leader; the tape says distribution. Pass.

Classic Microsoft-failure-mode setup: decent thesis narrative (72) but broken tape — 38% below highs, negative momentum, win-prob collapsed to 38. Two specialists signal active breakdown. Hard skip; do not anchor to the AI-platform story when price says otherwise.

Two specialists signaling active breakdown: win-probability collapsed to 38 and momentum is at the 4th percentile. Thesis percentile is decent at 72 but PLTR is down 38% from highs with negative recent action and an extreme PE. This is the Microsoft pattern from our learnings — strong narrative, broken tape. Skip.

Classic broken-tape setup — strong long-term narrative but momentum is zero, stock is 38% off highs with negative weekly action, and there's no catalyst on the horizon. Per recent learnings, strong thesis with weak tape is exactly the failure mode to avoid (MSFT pattern). Hard skip from watchlist.

Classic deterioration signal: momentum at zero, win-prob collapsed to 38, valuation stretched, stock 38% off highs. The bull thesis exists but the tape is broken. Fails convergence bar badly. Hard skip.

Clear deterioration: momentum collapsed, win-probability weak, and valuation leaves no cushion. Thesis still bullish on paper but tape says otherwise — this is exactly the pattern (strong narrative, weak stock) to fade. Hard skip from watchlist.

Textbook 'great story, broken stock' setup — the same failure mode as MSFT in our learnings. Down 38% from highs with negative 5d, win-probability collapsed to 38, and valuation offers no cushion. Thesis percentile of 72 is not enough to overcome a broken tape. Skip.

Worst forward setup in batch. Bull thesis is intact thematically but win-prob is poor, momentum is broken, valuation is extreme, and the stock is in a sustained downtrend. Thesis-alone is not enough — convergence bar fails badly. Skip.

Two specialists signal active breakdown: momentum at 17th percentile and win-prob collapsed to 35 with extreme valuation. Thesis 72 alone is insufficient. Clearly worst in batch. Hard skip.

Bull thesis exists but win-probability is weak, momentum is negative, and valuation leaves no margin for error. Doesn't clear the convergence bar for new buy. Skip.

Two specialists flagging breakdown — WP collapsing and momentum rolling over with extreme valuation. Thematic AI tailwind doesn't override a broken technical setup at 142x PE. Far below new_buy convergence bar. Skip.

Thesis is bullish on AI tooling but two specialists flag breakdown: WP at 35 and risk_quality at 35. Momentum negative, stock down 38% from peak with 142x PE. Fails new-buy convergence bar by a wide margin. Skip.

Two specialists flag active deterioration — win-probability and momentum both collapsing while valuation remains extreme. Pentagon AI catalyst doesn't override the broken technical setup. Per our principles, deterioration on multiple signals pushes conviction down hard. Skip.

Two specialists actively signal breakdown — Win-Probability is weak with negative momentum, and risk_quality is poor on extreme valuation. The thesis tailwinds don't matter when the stock is in active drawdown at 142x PE. Hard skip per the 'cut deteriorating names on evidence' principle.

Three of four signals (win_prob, momentum, risk_quality) flash active breakdown. Thesis_pct=72 is the only positive, but per our rules win-probability outweighs thesis and convergence is clearly absent. Valuation provides no cushion. Hard skip.

Three specialists signal active deterioration: Win-Prob collapsed, momentum is broken, risk quality is poor. Thesis percentile of 72 is the only support and at 152x PE the bar for thesis to work is extraordinary. Hard skip.

Catalyst narrative (DoD agentic AI) is real but the chart and valuation are punishing. Win-prob 28 and momentum 13 fail the convergence bar decisively. Not the moment. Skip.

Thesis supportive but win_probability and momentum both deeply negative — classic broken setup. Convergence bar fails. No reason to catch this knife at 152x PE. Skip.

Bull thesis at 72 doesn't pass convergence bar — win prob 28 and risk quality 35 are disqualifying. Stock is breaking down with no catalyst. Hard skip per rule #3.

Bull thesis but win-prob deeply negative, momentum broken, valuation extreme. Fails new_buy convergence bar by wide margin. Skip.

Thesis 72 is overwhelmed by collapsing momentum (5), poor win probability (28), and extreme valuation with no fresh catalyst. Hard skip on watchlist — fails convergence bar badly.

Thesis at 72 is overwhelmed by terrible setup — Win-Probability=28, momentum=23, risk_quality=35. Per rules, Win-Probability trumps Thesis. Extreme valuation with no proximate catalyst and broken technicals. Hard skip.

Thesis at 72 is interesting but win_prob 48 fails convergence and risk_quality is poor (35) on a 176x PE name. Momentum percentile of 10 contradicts the recent +9% week — signal is conflicted. No specific catalyst. Skip until valuation digests or earnings re-rate.

Watchlist name with decent thesis but fails new_buy convergence (win_prob=48 vs 65 required). PE 176x is genuinely extreme and momentum_pct of 10 suggests digestion after the weekly pop. The AMD-style override doesn't apply — momentum isn't 75+ and stock is 25% off highs, not breaking out. Skip; revisit on either a clean breakout above prior highs with catalyst or a meaningful pullback.

Watchlist name with strong recent move but momentum_pct collapsed to 10 suggests the run has stalled. Win_prob 48 below the 65 floor and risk_quality 35 reflects valuation extreme. Doesn't meet convergence bar for new_buy. Skip and wait for either a pullback with fresh catalyst or a clean breakout above $207.

Thesis ranking decent at 72 but win-probability 48 and catalyst 50 fail the convergence bar for new buys. PE 176x and 25% below highs is a broken technical with massive valuation overhang. Strong weekly bounce doesn't change setup. Skip.

Despite intact AI/government narrative, PLTR fails convergence test — win_probability 48 well below 65 bar and valuation at 176x PE is a major headwind. Momentum_pct of 18 suggests recent weekly pop is digestion, not breakout. Skip — wait for either valuation reset or cleaner breakout setup.

Strong AI narrative and momentum but win_prob=48 fails convergence bar. Extreme valuation (176x PE) is a real headwind after recent run. Watchlist only — skip new entry here.

Strong momentum and clear agentic-AI thematic fit, but win_prob 48 well below convergence bar and valuation is at historical extreme. AMD-lesson override doesn't apply — stock is 25% off highs, not breaking out at 52w highs. Skip for new entry.

PLTR has the strongest thesis and catalyst in the batch — agentic AI deployment wave directly supports the platform story. But win-probability is only 45 with the stock 34% off highs in a corrective phase. Fails convergence bar (need win_prob >= 65). The DDOG-style override applies when win_prob >= 65; PLTR doesn't clear that. Skip for now; revisit if it bases and momentum confirms.

Top thesis percentile but Win-Probability agent rightly flags 34% drawdown from highs and extreme multiple. Per rule 4, win_prob is the tiebreaker and it's failing. Convergence bar fails. Wait for trend repair or earnings catalyst.

Classic thesis-vs-win-probability split. Thesis ranks elite (90) but Win-Prob (45) signals the move is largely priced and corrective. Fails convergence bar. We learned from DDOG to look past valuation when a direct ticker catalyst exists — here catalysts are only ambient AI flow, no PLTR-specific headline. Skip.

Classic thesis/win-prob divergence — narrative is perfect for our fund but the tape isn't cooperating (win_prob 45, momentum 43, 34% off highs). Per principle 4, Win-Probability is the tiebreaker. DDOG learning doesn't apply: that override required wp>=65. Skip until momentum/price action confirms.